The present invention concerns a method and apparatus for the modulation of an acoustic field for providing tactile sensations. More particularly, but not exclusively, this invention concerns a method and apparatus for the modulation of an acoustic field for providing tactile sensations in order to provide an improved user experience.
Various interactive haptic technologies exist, which provide a user or users with tactile information or feedback, often in combination with visual information displayed on an interactive screen. For example, previous haptic feedback devices include pins moving to physically change a deformable surface. A pen connected to an articulated arm may be provided, as in the SensAble PHANTOM device. Alternatively, a user may wear, for example in the form of a glove, one or more actuators which are activated to provide haptic feedback to a user. However, in each of these technologies, a user requires physical contact with a deformable surface, a pen, or a specially adapted glove. Such requirements reduce the usability and spontaneity with which a user may interact with a system.
Tactile sensations on human skin can be created by using a phased array of ultrasound transducers to exert an acoustic radiation force on a target in mid-air. Ultrasound waves are transmitted by the transducers, with the phase emitted by each transducer adjusted such that the waves arrive concurrently at the target point in order to maximise the acoustic radiation force exerted.
Ultrasound haptic feedback systems create a vibrotactile sensation upon the skin of a user of the system. The focussed ultrasound creates enough force at the point of intersection to slightly displace the skin of a user. Typically, ultrasound haptic feedback systems use ultrasound with a frequency at or above 40 kHz, which is above the threshold for receptors in the skin to feel. Therefore, a user can only detect the onset and cessation of such focussed ultrasound. In order to provide a sensation that is detectable by the receptors in skin, the focussed ultrasound is modulated at a lower frequency, within the detectable range of the receptors. This range is typically from 1 Hz to 500 Hz.
A side effect of the modulation is that the ultrasound breaks down and creates a sound at the modulation frequency. Therefore, when creating tactile feedback with a 200 Hz modulation frequency, a 200 Hz sound is also produced. This audible sound may be annoying to users and is a barrier to ultrasound haptic technology being adopted.
The present invention seeks to mitigate the above-mentioned problems. Alternatively or additionally, the present invention seeks to provide an improved haptic feedback system.
The present invention provides, according to a first aspect, a method of creating haptic feedback using ultrasound comprising the steps of:
generating a plurality of ultrasound waves with a common focal point using a phased array of ultrasound transducers, the common focal point being a haptic feedback point,
modulating the generation of the ultrasound waves using a waveform selected to produce little or no audible sound at the haptic feedback point.
The method may comprise the step of generating a plurality of common focal points, each common focal point being a haptic feedback point.
The production of little or no audible sound at a haptic feedback point is dependent on both the loudness of any sound produced, together with the frequency at which any sound is produced. A small amount of audible sound may be produced, and considered acceptable. The acceptability of the sound produced by the creation of haptic feedback may be dependent on the background noise audible at the haptic feedback point. In a noisy environment, the acceptable level of sound produced at the haptic feedback point may be greater than the acceptable level of sound produced in a quiet environment. Therefore, the intended use of the haptic feedback system creating the haptic feedback and the environment in which the system is located will determine the acceptable level of sound production.
At high intensities, ultrasound becomes non-linear. This non-linear behaviour allows the creation of haptic feedback but also causes the audible sound produced in haptic feedback systems. An example of the effect of the non-linearity of ultrasound waves is utilising the effect to create highly directive audible sound with parametric speakers. The sound is produced due to the second derivative of the p2 term of the Westervelt equation.
Where p is the sound pressure, which in the case of the invention is the difference between the instantaneous sound pressure at a point and the ambient sound pressure.
In the case of existing haptic feedback systems, a modulated phased array produces ultrasound modulated with a simple square wave pattern, i.e. the array is switched on and off at the modulation frequency. Therefore, the p2 term is generating an approximate square wave at the focal point of the phased array with a frequency that matches the modulation frequency. The square wave generated by the non-linear breakdown of the ultrasound will create a relatively loud noise and is off putting to a user of such a haptic feedback system.
In order to reduce or eliminate the audible noise, the applicant has realised it is necessary to avoid sharp changes in sound pressure level throughout the acoustic field. These sharp changes in pressure, as demonstrated by the square wave example above, are turned into oscillations by the non-linear medium. By smoothing out the changes in sound pressure level, the sound produced may be reduced to a lower and/or inaudible level. The sound pressure may be continuously changed. The sound pressure may be continuously changed with the first derivative of the rate of change also being continuous. The sound pressure may be continuously changed with the second derivative of the rate of change being continuous. The maximum rate of change of sound pressure may be dependent on a number of factors, including the variability of threshold hearing of humans with frequency of sound waves, and factors such as the temperature and humidity of air in which the wave is being produced. The generation of haptic feedback may be “tuned” in order that any sound produced is suitably low for the intended use of the haptic feedback system.
Alternatively or additionally, the sound produced by the method may last only a very short time. As humans do not perceive sounds that last only very briefly, this can effectively make the sound produced inaudible.
One possible way of reducing the sound produced may be to avoid turning the transducers off, and therefore avoid the emission of acoustic energy rapidly switching between 0% and 100% as in a square wave modulation. The method may comprise the step of varying the position of the common focal point. The position of the common focal point may be constantly varied. The position of the common focal point may oscillate about a central focal point. For example, the phase delays of a phased array could be altered to defocus and refocus ultrasound to a feedback point at the modulation frequency. The sound pressure level emitted by an individual transducer in a phased array is small compared to the sound pressure level at the focal point, and so there will still be a large change in sound pressure at the focal point. Therefore, this solution may have a relatively small effect.
The method may comprise the step of avoiding sharp pressure changes at the focal point. The modulation may comprise selecting a waveform that is an interpolation of the transducer phases and amplitudes. The detailed description shows various interpolated waveforms and the waveforms that are produced at the focal point by the non-linear breakdown of the ultrasound. The waveforms may be interpolated between a fully on and fully off state. The interpolation curves may be generalised between any two transducer phase and amplitude configurations. The interpolation may be a linear interpolation. The interpolation may be a polynomial or trigonometric interpolation, such as a cosine interpolation. The interpolation may be a parametric speaker interpolation, arranged to result in a sinusoidal waveform being generated at the focal point. The parametric speaker interpolation may, for example, be according to the same equation as that used to encode a sinusoid into a parametric speaker beam to remove distortion. An example of such an equation can be found in Pompei (2002) “Sound from Ultrasound: The Parametric Array as an Audible Sound Source”, Ph.D. MIT:US, Eq 3.9. The interpolated waveform may produce smoother waveforms at the focal point than the square wave modulation of the prior art.
The invention provides, according to a second aspect, a haptic feedback system comprising:
a phased array comprising a plurality of transducers arranged to emit ultrasound to create a haptic feedback point,
the phased array arranged to emit ultrasound according to a modulation waveform having a shape that produces little or no sound when the ultrasound converges at the haptic feedback point.
The haptic feedback system may comprise a control unit. The haptic feedback system may comprise a driving unit. The driving unit may be arranged to drive the transducer to produce ultrasound. The control unit may be arranged to send control signals to the driving unit. The control unit may include a memory. The control unit may be arranged to modulate the output of the transducer according to a particular modulation waveform. The modulation waveform may be linear. The modulation waveform may be a polynomial or trigonometric interpolation, for example, a cosine interpolation. The modulation waveform may correspond to a parabolic speaker interpolation. The control unit may be a PC or other suitable computer device.
According to a third aspect, the invention provides a computer program product, the computer program comprising a series of instructions, the series of instructions such that when run on a control unit associated with a haptic feedback system according to the second aspect of the invention, the haptic feedback system operates such that the method steps according to the first aspect of the invention are carried out.
It will of course be appreciated that features described in relation to one aspect of the present invention may be incorporated into other aspects of the present invention. For example, the method of the invention may incorporate any of the features described with reference to the apparatus of the invention and vice versa.
Embodiments of the present invention will now be described by way of example only with reference to the accompanying schematic drawings of which:
In an example embodiment of the method, firstly the 3D position of a focal point is decided. A phased array is arranged to create an acoustic field, with the phases and amplitudes of each transducer calculated to achieve a high pressure at the focal point and a low pressure in surrounding areas. Two states then exist, firstly the focal point state, with the computed phases and amplitudes, and secondly the off state, with all of the transducers of a phased array set at zero amplitude. A frequency at which to modulate the feedback is then chosen in dependence on the desired feel of the feedback. Then a modulation waveform is chosen at the desired frequency, the modulation frequency chosen to minimise or reduce the audible sound produced at the focal point. An example modulation waveform is a cosine waveform. The modulation waveform is then applied to the operation of the transducers to interpolate between the two states identified above.
A more specific example, as applied to a particular haptic feedback system, is now described with reference to
A user interacts with this visual information and the movement and position of the user's hand 26 is tracked by the hand tracker 20. In this particular embodiment, the hand tracker 20 is a Leap Motion controller arranged to provide the 3D coordinates of the user's fingertips and palm at up to 200 frames per second. The system 10 is controlled by a PC 22, which sends control data to the projector 16, receives user data from the hand tracker 20, and controls the drive unit 24 for driving the transducer array 12. The PC 22 controls the driving unit 24 such that a pressure pattern is created in the region above the transducer array 12. In response to the hand movements of a user, the PC 22 may drive the driving unit 24 to cause the transducer array 12 to change the pressure pattern forms d above the transducer array 12.
In order to compute the amplitude and phase of the acoustic wave each acoustic transducer must transmit for the desired pressure pattern to be created, an algorithm adapted from that proposed by Gavrilov (“The possibility of generating focal regions of complex configurations in application to the problems of stimulation of human receptor structures by focused ultrasound”, L. R. Gavrilov, 2008, Acoustical Physics Volume. 54, Issue 2, pp 269-273, Print ISSN 1063-7710) may be used. A volumetric box is defined above the transducer array 12. Within the box, a plurality of control points are defined. The control points may represent points where a maximum pressure value is desired, or points where minimum pressure values are desired. The pressure values are maximised or minimised by maximising or minimising the intensity of the ultrasound emitted by the transducer array 12 which is incident at the control points.
An algorithm is used to model the outputs of each of the transducers in the transducer array 12 required to obtain each of the desired pressure patterns which may be created within the volume defined above the transducer array 12. The algorithm may be split into three steps.
Firstly, the acoustic field generated by a single transducer is calculated to create a large modelled volume. Thereby, the phase and amplitude at any point within the modelled volume may be determined by offsetting the sample transducer for the position, phase, and amplitude, of each of the transducers in the real transducer array, and combining these values.
Secondly, the control points are defined in the 3D volume above the transducer array such that the control points take on the required distribution. The control points may be points of maximum intensity or minimum intensity (also known as null points). In addition to a 3D location, the desired modulation frequency of the maximum control points may be specified. Thirdly, the optimal phases are calculated using a minimum norm solver so that the resulting acoustic field is as close as possible to that specified by the control points. There may be more than one solution that will create an optimal focussing to the control points, but some solutions create a higher intensity than others. Solutions are therefore iteratively generated to find the one that creates the highest intensity.
The method according to an aspect of the invention comprises obtaining a modulation frequency that produces the required tactile sensation. For example, a relatively slow modulation frequency of 16 Hz would provide a slow, pulsing, sensation. A higher modulation frequency of 200 Hz would produce a near-continuous feeling. A modulation waveform is then selected at that frequency, which produces little or no audible sound at the feedback point. The modulation waveform may comprise an interpolation based on the required phase and amplitude of the waveform calculated as described above.
In prior art systems, the modulation of the ultrasound corresponds to a simple square wave pattern, as shown in the graph on the left hand side of
Whilst the present invention has been described and illustrated with reference to particular embodiments, it will be appreciated by those of ordinary skill in the art that the invention lends itself to many different variations not specifically illustrated herein.
Where in the foregoing description, integers or elements are mentioned which have known, obvious or foreseeable equivalents, then such equivalents are herein incorporated as if individually set forth. Reference should be made to the claims for determining the true scope of the present invention, which should be construed so as to encompass any such equivalents. It will also be appreciated by the reader that integers or features of the invention that are described as preferable, advantageous, convenient or the like are optional and do not limit the scope of the independent claims. Moreover, it is to be understood that such optional integers or features, whilst of possible benefit in some embodiments of the invention, may not be desirable, and may therefore be absent, in other embodiments.
Number | Date | Country | Kind |
---|---|---|---|
1415923 | Sep 2014 | GB | national |
The present application is a continuation of U.S. patent application Ser. No. 16/600,500, filed Oct. 13, 2012, which is a continuation of U.S. patent application Ser. No. 15/966,213, filed Apr. 30, 2018, which is a continuation of U.S. patent application Ser. No. 14/916,179, filed Mar. 2, 2016, which is a U.S. national phase of PCT Application No. PCT/GB2015/052578 filed Sep. 7, 2015, which claims benefit of United Kingdom Application No. 1415923.0, filed Sep. 9, 2014. All the above-referenced applications are incorporated herein by reference.
Number | Name | Date | Kind |
---|---|---|---|
4218921 | Berge | Aug 1980 | A |
4760525 | Webb | Jul 1988 | A |
4771205 | Mequio | Sep 1988 | A |
4881212 | Takeuchi | Nov 1989 | A |
5226000 | Moses | Jul 1993 | A |
5235986 | Maslak | Aug 1993 | A |
5243344 | Koulopoulos | Sep 1993 | A |
5329682 | Thurn | Jul 1994 | A |
5371834 | Tawel | Dec 1994 | A |
5422431 | Ichiki | Jun 1995 | A |
5426388 | Flora | Jun 1995 | A |
5477736 | Lorraine | Dec 1995 | A |
5511296 | Dias | Apr 1996 | A |
5729694 | Holzrichter | Mar 1998 | A |
5859915 | Norris | Jan 1999 | A |
6029518 | Oeftering | Feb 2000 | A |
6193936 | Gardner | Feb 2001 | B1 |
6216538 | Yasuda | Apr 2001 | B1 |
6436051 | Morris | Aug 2002 | B1 |
6503204 | Sumanaweera | Jan 2003 | B1 |
6647359 | Verplank | Nov 2003 | B1 |
6771294 | Pulli | Aug 2004 | B1 |
6772490 | Toda | Aug 2004 | B2 |
6800987 | Toda | Oct 2004 | B2 |
7107159 | German | Sep 2006 | B2 |
7109789 | Spencer | Sep 2006 | B2 |
7182726 | Williams | Feb 2007 | B2 |
7225404 | Zilles | May 2007 | B1 |
7284027 | Jennings, III | Oct 2007 | B2 |
7345600 | Fedigan | Mar 2008 | B1 |
7487662 | Schabron | Feb 2009 | B2 |
7497662 | Mollmann | Mar 2009 | B2 |
7577260 | Hooley | Aug 2009 | B1 |
7692661 | Cook | Apr 2010 | B2 |
RE42192 | Schabron | Mar 2011 | E |
7966134 | German | Jun 2011 | B2 |
8000481 | Nishikawa | Aug 2011 | B2 |
8123502 | Blakey | Feb 2012 | B2 |
8269168 | Axelrod | Sep 2012 | B1 |
8279193 | Birnbaum | Oct 2012 | B1 |
8351646 | Fujimura | Jan 2013 | B2 |
8369973 | Risbo | Feb 2013 | B2 |
8594350 | Hooley | Nov 2013 | B2 |
8607922 | Werner | Dec 2013 | B1 |
8782109 | Tsutsui | Jul 2014 | B2 |
8823674 | Birnbaum | Sep 2014 | B2 |
8833510 | Koh | Sep 2014 | B2 |
8884927 | Cheatham, III | Nov 2014 | B1 |
9208664 | Peters | Dec 2015 | B1 |
9267735 | Funayama | Feb 2016 | B2 |
9421291 | Robert | Aug 2016 | B2 |
9612658 | Subramanian | Apr 2017 | B2 |
9662680 | Yamamoto | May 2017 | B2 |
9667173 | Kappus | May 2017 | B1 |
9816757 | Zielinski | Nov 2017 | B1 |
9841819 | Carter | Dec 2017 | B2 |
9863699 | Corbin, III | Jan 2018 | B2 |
9898089 | Subramanian | Feb 2018 | B2 |
9945818 | Ganti | Apr 2018 | B2 |
9958943 | Long | May 2018 | B2 |
9977120 | Carter | May 2018 | B2 |
10101811 | Carter | Oct 2018 | B2 |
10101814 | Carter | Oct 2018 | B2 |
10133353 | Eid | Nov 2018 | B2 |
10140776 | Schwarz | Nov 2018 | B2 |
10146353 | Smith | Dec 2018 | B1 |
10168782 | Tchon | Jan 2019 | B1 |
10268275 | Carter | Apr 2019 | B2 |
10281567 | Carter | May 2019 | B2 |
10318008 | Sinha | Jun 2019 | B2 |
10444842 | Long | Oct 2019 | B2 |
10469973 | Hayashi | Nov 2019 | B2 |
10496175 | Long | Dec 2019 | B2 |
10497358 | Tester | Dec 2019 | B2 |
10510357 | Kovesi | Dec 2019 | B2 |
10520252 | Momen | Dec 2019 | B2 |
10523159 | Megretski | Dec 2019 | B2 |
10531212 | Long | Jan 2020 | B2 |
10535174 | Rigiroli | Jan 2020 | B1 |
10569300 | Hoshi | Feb 2020 | B2 |
10593101 | Han | Mar 2020 | B1 |
10657704 | Han | May 2020 | B1 |
10685538 | Carter | Jun 2020 | B2 |
10755538 | Carter | Aug 2020 | B2 |
10818162 | Carter | Oct 2020 | B2 |
10911861 | Buckland | Feb 2021 | B2 |
10915177 | Carter | Feb 2021 | B2 |
10921890 | Subramanian | Feb 2021 | B2 |
10930123 | Carter | Feb 2021 | B2 |
10943578 | Long | Mar 2021 | B2 |
11048329 | Lee | Jun 2021 | B1 |
11098951 | Kappus | Aug 2021 | B2 |
11113860 | Rigiroli | Sep 2021 | B2 |
11169610 | Sarafianou | Nov 2021 | B2 |
11189140 | Long | Nov 2021 | B2 |
11204644 | Long | Dec 2021 | B2 |
11276281 | Carter | Mar 2022 | B2 |
11531395 | Kappus | Dec 2022 | B2 |
11543507 | Carter | Jan 2023 | B2 |
11550395 | Beattie | Jan 2023 | B2 |
11550432 | Carter | Jan 2023 | B2 |
11553295 | Kappus | Jan 2023 | B2 |
20010007591 | Pompei | Jul 2001 | A1 |
20010033124 | Norris | Oct 2001 | A1 |
20020149570 | Knowles | Oct 2002 | A1 |
20030024317 | Miller | Feb 2003 | A1 |
20030144032 | Brunner | Jul 2003 | A1 |
20030182647 | Radeskog | Sep 2003 | A1 |
20040005715 | Schabron | Jan 2004 | A1 |
20040014434 | Haardt | Jan 2004 | A1 |
20040052387 | Norris | Mar 2004 | A1 |
20040091119 | Duraiswami | May 2004 | A1 |
20040210158 | Organ | Oct 2004 | A1 |
20040226378 | Oda | Nov 2004 | A1 |
20040264707 | Yang | Dec 2004 | A1 |
20050052714 | Klug | Mar 2005 | A1 |
20050056851 | Althaus | Mar 2005 | A1 |
20050148874 | Brock-Fisher | Jul 2005 | A1 |
20050212760 | Marvit | Sep 2005 | A1 |
20050226437 | Pellegrini | Oct 2005 | A1 |
20050267695 | German | Dec 2005 | A1 |
20050273483 | Dent | Dec 2005 | A1 |
20060085049 | Cory | Apr 2006 | A1 |
20060090955 | Cardas | May 2006 | A1 |
20060091301 | Trisnadi | May 2006 | A1 |
20060164428 | Cook | Jul 2006 | A1 |
20070036492 | Lee | Feb 2007 | A1 |
20070094317 | Wang | Apr 2007 | A1 |
20070177681 | Choi | Aug 2007 | A1 |
20070214462 | Boillot | Sep 2007 | A1 |
20070236450 | Colgate | Oct 2007 | A1 |
20070263741 | Erving | Nov 2007 | A1 |
20080012647 | Risbo | Jan 2008 | A1 |
20080027686 | Mollmann | Jan 2008 | A1 |
20080084789 | Altman | Apr 2008 | A1 |
20080130906 | Goldstein | Jun 2008 | A1 |
20080152191 | Fujimura | Jun 2008 | A1 |
20080226088 | Aarts | Sep 2008 | A1 |
20080273723 | Hartung | Nov 2008 | A1 |
20080300055 | Lutnick | Dec 2008 | A1 |
20090093724 | Pernot | Apr 2009 | A1 |
20090116660 | Croft, III | May 2009 | A1 |
20090232684 | Hirata | Sep 2009 | A1 |
20090251421 | Bloebaum | Oct 2009 | A1 |
20090319065 | Risbo | Dec 2009 | A1 |
20100013613 | Weston | Jan 2010 | A1 |
20100016727 | Rosenberg | Jan 2010 | A1 |
20100030076 | Vortman | Feb 2010 | A1 |
20100044120 | Richter | Feb 2010 | A1 |
20100066512 | Rank | Mar 2010 | A1 |
20100085168 | Kyung | Apr 2010 | A1 |
20100103246 | Schwerdtner | Apr 2010 | A1 |
20100109481 | Buccafusca | May 2010 | A1 |
20100199232 | Mistry | Aug 2010 | A1 |
20100231508 | Cruz-Hernandez | Sep 2010 | A1 |
20100262008 | Roundhill | Oct 2010 | A1 |
20100302015 | Kipman | Dec 2010 | A1 |
20100321216 | Jonsson | Dec 2010 | A1 |
20110006888 | Bae | Jan 2011 | A1 |
20110010958 | Clark | Jan 2011 | A1 |
20110051554 | Varray | Mar 2011 | A1 |
20110066032 | Vitek | Mar 2011 | A1 |
20110199342 | Vartanian | Aug 2011 | A1 |
20110310028 | Camp, Jr. | Dec 2011 | A1 |
20120057733 | Morii | Mar 2012 | A1 |
20120063628 | Rizzello | Mar 2012 | A1 |
20120066280 | Tsutsui | Mar 2012 | A1 |
20120223880 | Birnbaum | Sep 2012 | A1 |
20120229400 | Birnbaum | Sep 2012 | A1 |
20120229401 | Birnbaum | Sep 2012 | A1 |
20120236689 | Brown | Sep 2012 | A1 |
20120243374 | Dahl | Sep 2012 | A1 |
20120249409 | Toney | Oct 2012 | A1 |
20120249474 | Pratt | Oct 2012 | A1 |
20120299853 | Dagar | Nov 2012 | A1 |
20120307649 | Park | Dec 2012 | A1 |
20120315605 | Cho | Dec 2012 | A1 |
20130035582 | Radulescu | Feb 2013 | A1 |
20130079621 | Shoham | Mar 2013 | A1 |
20130094678 | Scholte | Apr 2013 | A1 |
20130100008 | Marti | Apr 2013 | A1 |
20130101141 | McElveen | Apr 2013 | A1 |
20130173658 | Adelman | Jul 2013 | A1 |
20130331705 | Fraser | Dec 2013 | A1 |
20140027201 | Islam | Jan 2014 | A1 |
20140104274 | Hilliges | Apr 2014 | A1 |
20140139071 | Yamamoto | May 2014 | A1 |
20140168091 | Jones | Jun 2014 | A1 |
20140201666 | Bedikian | Jul 2014 | A1 |
20140204002 | Bennet | Jul 2014 | A1 |
20140265572 | Siedenburg | Sep 2014 | A1 |
20140267065 | Levesque | Sep 2014 | A1 |
20140269207 | Baym | Sep 2014 | A1 |
20140269208 | Baym | Sep 2014 | A1 |
20140269214 | Baym | Sep 2014 | A1 |
20140270305 | Baym | Sep 2014 | A1 |
20140320436 | Modarres | Oct 2014 | A1 |
20140361988 | Katz | Dec 2014 | A1 |
20140369514 | Baym | Dec 2014 | A1 |
20150002477 | Cheatham, III | Jan 2015 | A1 |
20150005039 | Liu | Jan 2015 | A1 |
20150006645 | Oh | Jan 2015 | A1 |
20150007025 | Sassi | Jan 2015 | A1 |
20150013023 | Wang | Jan 2015 | A1 |
20150019299 | Harvey | Jan 2015 | A1 |
20150022466 | Levesque | Jan 2015 | A1 |
20150029155 | Lee | Jan 2015 | A1 |
20150066445 | Lin | Mar 2015 | A1 |
20150070147 | Cruz-Hernandez | Mar 2015 | A1 |
20150070245 | Han | Mar 2015 | A1 |
20150078136 | Sun | Mar 2015 | A1 |
20150081110 | Houston | Mar 2015 | A1 |
20150084929 | Lee | Mar 2015 | A1 |
20150110310 | Minnaar | Apr 2015 | A1 |
20150130323 | Harris | May 2015 | A1 |
20150168205 | Lee | Jun 2015 | A1 |
20150192995 | Subramanian | Jul 2015 | A1 |
20150209564 | Lewin | Jul 2015 | A1 |
20150220199 | Wang | Aug 2015 | A1 |
20150226537 | Schorre | Aug 2015 | A1 |
20150226831 | Nakamura | Aug 2015 | A1 |
20150241393 | Ganti | Aug 2015 | A1 |
20150248787 | Abovitz | Sep 2015 | A1 |
20150258431 | Stafford | Sep 2015 | A1 |
20150277610 | Kim | Oct 2015 | A1 |
20150293592 | Cheong | Oct 2015 | A1 |
20150304789 | Babayoff | Oct 2015 | A1 |
20150323667 | Przybyla | Nov 2015 | A1 |
20150331576 | Piya | Nov 2015 | A1 |
20150332075 | Burch | Nov 2015 | A1 |
20160019762 | Levesque | Jan 2016 | A1 |
20160019879 | Daley | Jan 2016 | A1 |
20160026253 | Bradski | Jan 2016 | A1 |
20160044417 | Clemen, Jr. | Feb 2016 | A1 |
20160124080 | Carter | May 2016 | A1 |
20160138986 | Carlin | May 2016 | A1 |
20160175701 | Froy | Jun 2016 | A1 |
20160175709 | Idris | Jun 2016 | A1 |
20160189702 | Blanc | Jun 2016 | A1 |
20160242724 | Lavallee | Aug 2016 | A1 |
20160246374 | Carter | Aug 2016 | A1 |
20160249150 | Carter | Aug 2016 | A1 |
20160291716 | Boser | Oct 2016 | A1 |
20160306423 | Uttermann | Oct 2016 | A1 |
20160320843 | Long | Nov 2016 | A1 |
20160339132 | Cosman | Nov 2016 | A1 |
20160374562 | Vertikov | Dec 2016 | A1 |
20170002839 | Bukland | Jan 2017 | A1 |
20170004819 | Ochiai | Jan 2017 | A1 |
20170018171 | Carter | Jan 2017 | A1 |
20170024921 | Beeler | Jan 2017 | A1 |
20170052148 | Estevez | Feb 2017 | A1 |
20170123487 | Hazra | May 2017 | A1 |
20170123499 | Eid | May 2017 | A1 |
20170140552 | Woo | May 2017 | A1 |
20170144190 | Hoshi | May 2017 | A1 |
20170153707 | Subramanian | Jun 2017 | A1 |
20170168586 | Sinha | Jun 2017 | A1 |
20170181725 | Han | Jun 2017 | A1 |
20170193768 | Long | Jul 2017 | A1 |
20170193823 | Jiang | Jul 2017 | A1 |
20170211022 | Reinke | Jul 2017 | A1 |
20170236506 | Przybyla | Aug 2017 | A1 |
20170270356 | Sills | Sep 2017 | A1 |
20170279951 | Hwang | Sep 2017 | A1 |
20170336860 | Smoot | Nov 2017 | A1 |
20170366908 | Long | Dec 2017 | A1 |
20180035891 | Van Soest | Feb 2018 | A1 |
20180039333 | Carter | Feb 2018 | A1 |
20180047259 | Carter | Feb 2018 | A1 |
20180074580 | Hardee | Mar 2018 | A1 |
20180081439 | Daniels | Mar 2018 | A1 |
20180101234 | Carter | Apr 2018 | A1 |
20180139557 | Ochiai | May 2018 | A1 |
20180146306 | Benattar | May 2018 | A1 |
20180151035 | Maalouf | May 2018 | A1 |
20180166063 | Long | Jun 2018 | A1 |
20180181203 | Subramanian | Jun 2018 | A1 |
20180182372 | Tester | Jun 2018 | A1 |
20180190007 | Panteleev | Jul 2018 | A1 |
20180246576 | Long | Aug 2018 | A1 |
20180253627 | Baradel | Sep 2018 | A1 |
20180267156 | Carter | Sep 2018 | A1 |
20180304310 | Long | Oct 2018 | A1 |
20180309515 | Murakowski | Oct 2018 | A1 |
20180310111 | Kappus | Oct 2018 | A1 |
20180350339 | Macours | Dec 2018 | A1 |
20180361174 | Radulescu | Dec 2018 | A1 |
20190001129 | Rosenbluth | Jan 2019 | A1 |
20190038496 | Levesque | Feb 2019 | A1 |
20190091565 | Nelson | Mar 2019 | A1 |
20190163275 | Iodice | May 2019 | A1 |
20190175077 | Zhang | Jun 2019 | A1 |
20190187244 | Riccardi | Jun 2019 | A1 |
20190196578 | Iodice | Jun 2019 | A1 |
20190196591 | Long | Jun 2019 | A1 |
20190197840 | Kappus | Jun 2019 | A1 |
20190197841 | Carter | Jun 2019 | A1 |
20190197842 | Long | Jun 2019 | A1 |
20190204925 | Long | Jul 2019 | A1 |
20190206202 | Carter | Jul 2019 | A1 |
20190235628 | Lacroix | Aug 2019 | A1 |
20190257932 | Carter | Aug 2019 | A1 |
20190310710 | Deeley | Oct 2019 | A1 |
20190342654 | Buckland | Nov 2019 | A1 |
20200042091 | Long | Feb 2020 | A1 |
20200080776 | Kappus | Mar 2020 | A1 |
20200082804 | Kappus | Mar 2020 | A1 |
20200103974 | Carter | Apr 2020 | A1 |
20200117229 | Long | Apr 2020 | A1 |
20200193269 | Park | Jun 2020 | A1 |
20200218354 | Beattie | Jul 2020 | A1 |
20200257371 | Sung | Aug 2020 | A1 |
20200294299 | Rigiroli | Sep 2020 | A1 |
20200302760 | Carter | Sep 2020 | A1 |
20200320347 | Nikolenko | Oct 2020 | A1 |
20200327418 | Lyons | Oct 2020 | A1 |
20200380832 | Carter | Dec 2020 | A1 |
20210037332 | Kappus | Feb 2021 | A1 |
20210043070 | Carter | Feb 2021 | A1 |
20210109712 | Long | Apr 2021 | A1 |
20210111731 | Long | Apr 2021 | A1 |
20210112353 | Brian | Apr 2021 | A1 |
20210141458 | Sarafianou | May 2021 | A1 |
20210165491 | Sun | Jun 2021 | A1 |
20210170447 | Buckland | Jun 2021 | A1 |
20210183215 | Carter | Jun 2021 | A1 |
20210201884 | Kappus | Jul 2021 | A1 |
20210225355 | Long | Jul 2021 | A1 |
20210303072 | Carter | Sep 2021 | A1 |
20210303758 | Long | Sep 2021 | A1 |
20210334706 | Yamaguchi | Oct 2021 | A1 |
20210381765 | Kappus | Dec 2021 | A1 |
20210397261 | Kappus | Dec 2021 | A1 |
20220035479 | Lasater | Feb 2022 | A1 |
20220083142 | Brown | Mar 2022 | A1 |
20220095068 | Kappus | Mar 2022 | A1 |
20220155949 | Ring | May 2022 | A1 |
20220198892 | Carter | Jun 2022 | A1 |
20220236806 | Carter | Jul 2022 | A1 |
20220252550 | Catsis | Aug 2022 | A1 |
20220300028 | Long | Sep 2022 | A1 |
20220300070 | Iodice | Sep 2022 | A1 |
20220329250 | Long | Oct 2022 | A1 |
20220393095 | Chilles | Dec 2022 | A1 |
20230036123 | Long | Feb 2023 | A1 |
20230075917 | Pittera | Mar 2023 | A1 |
20230117919 | Iodice | Apr 2023 | A1 |
20230124704 | Rorke | Apr 2023 | A1 |
Number | Date | Country |
---|---|---|
2470115 | Jun 2003 | CA |
2909804 | Nov 2014 | CA |
101986787 | Mar 2011 | CN |
102459900 | May 2012 | CN |
102591512 | Jul 2012 | CN |
103797379 | May 2014 | CN |
103984414 | Aug 2014 | CN |
107340871 | Nov 2017 | CN |
107407969 | Nov 2017 | CN |
107534810 | Jan 2018 | CN |
0057594 | Aug 1982 | EP |
309003 | Mar 1989 | EP |
0696670 | Feb 1996 | EP |
1875081 | Jan 2008 | EP |
1911530 | Apr 2008 | EP |
2271129 | Jan 2011 | EP |
1461598 | Apr 2014 | EP |
3207817 | Aug 2017 | EP |
3216231 | Aug 2019 | EP |
3916525 | Dec 2021 | EP |
2464117 | Apr 2010 | GB |
2513884 | Nov 2014 | GB |
2513884 | Nov 2014 | GB |
2530036 | Mar 2016 | GB |
2008074075 | Apr 2008 | JP |
2010109579 | May 2010 | JP |
2011172074 | Sep 2011 | JP |
2012048378 | Mar 2012 | JP |
2012048378 | Mar 2012 | JP |
5477736 | Apr 2014 | JP |
2015035657 | Feb 2015 | JP |
2016035646 | Mar 2016 | JP |
2017168086 | Sep 2017 | JP |
6239796 | Nov 2017 | JP |
20120065779 | Jun 2012 | KR |
20130055972 | May 2013 | KR |
1020130055972 | May 2013 | KR |
20160008280 | Jan 2016 | KR |
20200082449 | Jul 2020 | KR |
9118486 | Nov 1991 | WO |
9639754 | Dec 1996 | WO |
03050511 | Jun 2003 | WO |
2005017965 | Feb 2005 | WO |
2007144801 | Dec 2007 | WO |
2009071746 | Jun 2009 | WO |
2009112866 | Sep 2009 | WO |
2010003836 | Jan 2010 | WO |
2010139916 | Dec 2010 | WO |
2011132012 | Oct 2011 | WO |
2012023864 | Feb 2012 | WO |
2012104648 | Aug 2012 | WO |
2013179179 | Dec 2013 | WO |
2014181084 | Nov 2014 | WO |
2015006467 | Jan 2015 | WO |
2015039622 | Mar 2015 | WO |
2015127335 | Aug 2015 | WO |
2015194510 | Dec 2015 | WO |
2016007920 | Jan 2016 | WO |
2016073936 | May 2016 | WO |
2016095033 | Jun 2016 | WO |
2016099279 | Jun 2016 | WO |
2016132141 | Aug 2016 | WO |
2016132144 | Aug 2016 | WO |
2016137675 | Sep 2016 | WO |
2016162058 | Oct 2016 | WO |
2017172006 | Oct 2017 | WO |
2018109466 | Jun 2018 | WO |
2020049321 | Mar 2020 | WO |
2021130505 | Jul 2021 | WO |
2021260373 | Dec 2021 | WO |
Entry |
---|
Aksel Sveier et al.,Pose Estimation with Dual Quaternions and Iterative Closest Point, 2018 Annual American Control Conference (ACC) (8 pages). |
JP Office Action for JP 2020-534355 (dated Dec. 6, 2022) (8 pages). |
Ken Wada, Ring Buffer Basics (2013) 6 pages. |
Notice of Allowance dated Feb. 23, 2023 for U.S. Appl. No. 18/060,556 (pp. 1-10). |
Office Action (Final Rejection) dated Mar. 21, 2023 for U.S. Appl. No. 16/995,819 (pp. 1-7). |
Office Action (Non-Final Rejection) dated Mar. 1, 2023 for U.S. Appl. No. 16/564,016 (pp. 1-10). |
Office Action (Non-Final Rejection) dated Mar. 22, 2023 for U.S. Appl. No. 17/354,636 (pp. 1-5). |
Office Action (Non-Final Rejection) dated Apr. 19, 2023 for U.S. Appl. No. 18/066,267 (pp. 1-11). |
Office Action (Non-Final Rejection) dated Apr. 27, 2023 for U.S. Appl. No. 16/229,091 (pp. 1-5). |
Office Action (Non-Final Rejection) dated May 8, 2023 for U.S. Appl. No. 18/065,603 (pp. 1-17). |
Office Action (Non-Final Rejection) dated May 10, 2023 for U.S. Appl. No. 17/477,536 (pp. 1-13). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Mar. 8, 2023 for U.S. Appl. No. 17/721,315 (pp. 1-8). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Mar. 15, 2023 for U.S. Appl. No. 17/134,505 (pp. 1-5). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Mar. 24, 2023 for U.S. Appl. No. 17/080,840 (pp. 1-8). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Apr. 4, 2023 for U.S. Appl. No. 17/409,783 (pp. 1-5). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Apr. 6, 2023 for U.S. Appl. No. 17/807,730 (pp. 1-7). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Apr. 28, 2023 for U.S. Appl. No. 17/195,795 (pp. 1-7). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated May 12, 2023 for U.S. Appl. No. 16/229,091 (pp. 1-8). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated May 24, 2023 for U.S. Appl. No. 16/229,091 (pp. 1-2). |
Office Action dated Feb. 9, 2023 for U.S. Appl. No. 18/060,556 (pp. 1-5). |
Office Action dated Mar. 3, 2023 for U.S. Appl. No. 18/060,525 (pp. 1-12). |
Office Action dated Apr. 19, 2023 for U.S. Appl. No. 18/066,267 (pp. 1-11). |
Partial ISR for PCT/GB2023/050001 (dated Mar. 31, 2023) 13 pages. |
Rakkolainen et al., A Survey of Mid-Air Ultrasound Haptics and Its Applications (IEEE Transactions on Haptics), vol. 14, No. 1, 2021, 18 pages. |
E.S. Ebbini et al. (1991), A spherical-section ultrasound phased array applicator for deep localized hyperthermia, Biomedical Engineering, IEEE Transactions on (vol. 38 Issue: 7), pp. 634-643. |
Gavrilov, L.R. (2008) “The Possibility of Generating Focal Regions of Complex Configurations in Application to the Problems of Stimulation of Human Receptor Structures by Focused Ultrasound” Acoustical Physics, vol. 54, No. 2, pp. 269-278. |
Mingzhu Lu et al. (2006) Design and experiment of 256-element ultrasound phased array for noninvasive focused ultrasound surgery, Ultrasonics, vol. 44, Supplement, Dec. 22, 2006, pp. e325-e330. |
Gavrilov L R et al (2000) “A theoretical assessment of the relative performance of spherical phased arrays for ultrasound surgery” Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on (vol. 47, Issue: 1), pp. 125-139. |
Pompei, F.J. (2002), “Sound from Ultrasound: The Parametric Array as an Audible Sound Source”, Massachusetts Institute of Technology (132 pages). |
Hasegawa, K. and Shinoda, H. (2013) “Aerial Display of Vibrotactile Sensation with High Spatial-Temporal Resolution using Large Aperture Airbourne Ultrasound Phased Array”, University of Tokyo (6 pages). |
Hoshi T et al, “Noncontact Tactile Display Based on Radiation Pressure of Airborne Ultrasound”, IEEE Transactions on Haptics, IEEE, USA, (Jul. 1, 2010), vol. 3, No. 3, ISSN 1939-1412, pp. 155-165. |
Yoshino, K. and Shinoda, H. (2013), “Visio Acoustic Screen for Contactless Touch Interface with Tactile Sensation”, University of Tokyo (5 pages). |
Kamakura, T. and Aoki, K. (2006) “A Highly Directional Audio System using a Parametric Array in Air” WESPAC IX 2006 (8 pages). |
Alexander, J. et al. (2011), Adding Haptic Feedback to Mobile TV (6 pages). |
Tom Carter et al., “UltraHaptics: Multi-Point Mid-Air Haptic Feedback for Touch Surfaces”, Proceedings of the 26th Annual ACM Symposium on User Interface Software and Technology, UIST '13, New York, New York, USA, (Jan. 1, 2013), ISBN 978-1-45-032268-3, pp. 505-514. |
Search Report for GB1308274.8 dated Nov. 11, 2013. (2 pages). |
Iwamoto T et al, “Two-dimensional Scanning Tactile Display using Ultrasound Radiation Pressure”, Haptic Interfaces for Virtual Environment and Teleoperator Systems, 2006 14th Symposium on Alexandria, VA, USA Mar. 25-26, 2006, Piscataway, NJ, USA,IEEE, (Mar. 25, 2006), ISBN 978-1-4244-0226-7, pp. 57-61. |
Iwamoto et al. (2008), Non-contact Method for Producing Tactile Sensation Using Airborne Ultrasound, EuroHaptics, pp. 504-513. |
Search report for PCT/GB2015/052578 dated Oct. 26, 2015 (12 pages). |
Marzo et al., Holographic acoustic elements for manipulation of levitated objects, Nature Communications DOI: 10.1038/ncomms9661 (2015) (7 pages). |
Search report for PCT/GB2014/051319 dated Dec. 8, 2014 (4 pages). |
Search Report for GB1415923.0 dated Mar. 11, 2015. (1 page). |
Marshall, M ., Carter, T., Alexander, J., & Subramanian, S. (2012). Ultratangibles: creating movable tangible objects on interactive tables. In Proceedings of the 2012 ACM annual conference on Human Factors in Computing Systems, (pp. 2185-2188). |
Obrist et al., Talking about Tactile Experiences, CHI 2013, Apr. 27-May 2, 2013 (10 pages). |
Benjamin Long et al., “Rendering volumetric haptic shapes in mid-air using ultrasound”, ACM Transactions on Graphics (TOG), ACM, US, (Nov. 19, 2014), vol. 33, No. 6, ISSN 0730-0301, pp. 1-10. |
Freeman et al., Tactile Feedback for Above-Device Gesture Interfaces: Adding Touch to Touchless Interactions ICMI'14, Nov. 12-16, 2014, Istanbul, Turkey (8 pages). |
Obrist et al., Emotions Mediated Through Mid-Air Haptics, CHI 2015, Apr. 18-23, 2015, Seoul, Republic of Korea. (10 pages). |
Wilson et al., Perception of Ultrasonic Haptic Feedback on the Hand: Localisation and Apparent Motion, CHI 2014, Apr. 26-May 1, 2014, Toronto, Ontario, Canada. (10 pages). |
Phys.org, Touchable Hologram Becomes Reality, Aug. 6, 2009, by Lisa Zyga (2 pages). |
Iwamoto et al., Airborne Ultrasound Tactile Display: Supplement, The University of Tokyo 2008 (2 pages). |
Hoshi, T., Development of Aerial-Input and Aerial-Tactile-Feedback System, IEEE World Haptics Conference 2011, p. 569-573. |
EPSRC Grant summary EP/J004448/1 (2011) (1 page). |
Hoshi, T., Handwriting Transmission System Using Noncontact Tactile Display, IEEE Haptics Symposium 2012 pp. 399-401. |
Takahashi, M. et al., Large Aperture Airborne Ultrasound Tactile Display Using Distributed Array Units, SICE Annual Conference 2010 p. 359-62. |
Hoshi, T., Non-contact Tactile Sensation Synthesized by Ultrasound Transducers, Third Joint Euro haptics Conference and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems 2009 (5 pages). |
Tom Nelligan and Dan Kass, Intro to Ultrasonic Phased Array (date unknown) (8 pages). |
Light, E.D., Progress in Two Dimensional Arrays for Real Time Volumetric Imaging, 1998 (17 pages). |
Casper et al., Realtime Control of Multiple-focus Phased Array Heating Patterns Based on Noninvasive Ultrasound Thermography, IEEE Trans Biomed Eng. Jan. 2012; 59(1): 95-105. |
Hoshi, T., Touchable Holography, SIGGRAPH 2009, New Orleans, Louisiana, Aug. 3-7, 2009. (1 page). |
Sylvia Gebhardt, Ultrasonic Transducer Arrays for Particle Manipulation (date unknown) (2 pages). |
Search report and Written Opinion of ISA for PCT/GB2015/050417 dated Jul. 8, 2016 (20 pages). |
Search report and Written Opinion of ISA for PCT/GB2015/050421 dated Jul. 8, 2016 (15 pages). |
Search report and Written Opinion of ISA for PCT/GB2017/050012 dated Jun. 8, 2017. (18 pages). |
Oscar Martinez-Graullera et al., “2D array design based on Fermat spiral for ultrasound imaging”, Ultrasonics, (Feb. 1, 2010), vol. 50, No. 2, ISSN 0041-624X, pp. 280-289, XP055210119. |
Search Report for PCT/GB2017/052332 dated Oct. 10, 2017 (12 pages). |
Canada Application 2,909,804 Office Action dated Oct. 18, 2019, 4 pages. |
A. Sand, Head-Mounted Display with Mid-Air Tactile Feedback, Proceedings of the 21st ACM Symposium on Virtual Reality Software and Technology, Nov. 13-15, 2015 (8 pages). |
E. Bok, Metasurface for Water-to-Air Sound Transmission, Physical Review Letters 120, 044302 (2018) (6 pages). |
K. Jia, Dynamic properties of micro-particles in ultrasonic transportation using phase-controlled standing waves, J. Applied Physics 116, n. 16 (2014) (12 pages). |
Marco A B Andrade et al, “Matrix method for acoustic levitation simulation”, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, IEEE, US, (Aug. 1, 2011), vol. 58, No. 8, ISSN 0885-3010, pp. 1674-1683. |
M. Barmatz et al, “Acoustic radiation potential on a sphere in plane, cylindrical, and spherical standing wave fields”, The Journal of the Acoustical Society of America, New York, NY, US, (Mar. 1, 1985), vol. 77, No. 3, pp. 928-945, XP055389249. |
M. Toda, New Type of Matching Layer for Air-Coupled Ultrasonic Transducers, IEEE Transactions on Ultrasonics, Ferroelecthcs, and Frequency Control, vol. 49, No. 7, Jul. 2002 (8 pages). |
Search Report for PCT/GB/2017/053729 dated Mar. 15, 2018 (16 pages). |
Search Report for PCT/GB/2017/053880 dated Mar. 21, 2018. (13 pages). |
Xin Cheng et al, “Computation of the acoustic radiation force on a sphere based on the 3-D FDTD method”, Piezoelectricity, Acoustic Waves and Device Applications (SPAWDA), 2010 Symposium on, IEEE, (Dec. 10, 2010), ISBN 978-1-4244-9822-2, pp. 236-239. |
Yang Ling et al, “Phase-coded approach for controllable generation of acoustical vortices”, Journal of Applied Physics, American Institute of Physics, US, vol. 113, No. 15, ISSN 0021-8979, (Apr. 21, 2013), pp. 154904-154904. |
International Preliminary Report on Patentability and Written Opinion issued in corresponding PCT/US2017/035009, dated Dec. 4, 2018, 8 pages. |
“Welcome to Project Soli” video, https://atap.google.com/#project-soli Accessed Nov. 30, 2018, 2 pages. |
Colgan, A., “How Does the Leap Motion Controller Work?” Leap Motion, Aug. 9, 2014, 10 pages. |
Corrected Notice of Allowability dated Jun. 21, 2019 for U.S. Appl. No. 15/966,213 (2 pages). |
Damn Geeky, “Virtual projection keyboard technology with haptic feedback on palm of your hand,” May 30, 2013, 4 pages. |
Definition of “Interferometry” according to Wikipedia, 25 pages., Retrieved Nov. 2018. |
Definition of “Multilateration” according to Wikipedia, 7 pages., Retrieved Nov. 2018. |
Definition of “Trilateration” according to Wikipedia, 2 pages., Retrieved Nov. 2018. |
EPO Office Action for EP16708440.9 dated Sep. 12, 2018 (7 pages). |
Ex Parte Quayle Action dated Dec. 28, 2018 for U.S. Appl. No. 15/966,213 (pp. 1-7). |
Gokturk, et al., “A Time-of-Flight Depth Sensor-System Description, Issues and Solutions,” Published in: 2004 Conference on Computer Vision and Pattern Recognition Workshop, Date of Conference: Jun. 27-Jul. 2, 2004, 9 pages. |
Iddan, et al., “3D Imaging in the Studio (and Elsewhwere . . . ” Apr. 2001, 3DV systems Ltd., Yokneam, Isreal, www.3dvsystems.com.il, 9 pages. |
International Preliminary Report on Patentability for Application No. PCT/EP2017/069569 dated Feb. 5, 2019, 11 pages. |
International Search Report and Written Opinion for Application No. PCT/GB2018/053739, dated Jun. 4, 2019, 16 pages. |
Japanese Office Action (with English language translation) for Application No. 2017-514569, dated Mar. 31, 2019, 10 pages. |
Kolb, et al., “Time-of-Flight Cameras in Computer Graphics,” Computer Graphics forum, vol. 29 (2010), No. 1, pp. 141-159. |
Krim, et al., “Two Decades of Array Signal Processing Research—The Parametric Approach”, IEEE Signal Processing Magazine, Jul. 1996, pp. 67-94. |
Lang, Robert, “3D Time-of-Flight Distance Measurement with Custom Solid-State Image Sensors in CMOS/CCD—Technology”, A dissertation submitted to Department of EE and CS at Univ. of Siegen, dated Jun. 28, 2000, 223 pages. |
Li, Larry, “Time-of-Flight Camera—An Introduction,” Texas Instruments, Technical White Paper, SLOA190B—Jan. 2014 Revised May 2014, 10 pages. |
Meijster, A., et al., “A General Algorithm for Computing Distance Transforms in Linear Time,” Mathematical Morphology and its Applications to Image and Signal Processing, 2002, pp. 331-340. |
Notice of Allowance dated Dec. 19, 2018 for U.S. Appl. No. 15/665,629 (pp. 1-9). |
Notice of Allowance dated Dec. 21, 2018 for U.S. Appl. No. 15/983,864 (pp. 1-7). |
Notice of Allowance dated Feb. 7, 2019 for U.S. Appl. No. 15/851,214 (pp. 1-7). |
Notice of Allowance dated Jul. 31, 2019 for U.S. Appl. No. 15/851,214 (pp. 1-9). |
Notice of Allowance dated Jul. 31, 2019 for U.S. Appl. No. 16/296,127 (pp. 1-9). |
Notice of Allowance dated May 30, 2019 for U.S. Appl. No. 15/966,213 (pp. 1-9). |
Office Action dated Apr. 18, 2019 for U.S. Appl. No. 16/296,127 (pags 1-6). |
Office Action dated Apr. 4, 2019 for U.S. Appl. No. 15/897,804 (pp. 1-10). |
Office Action dated Feb. 20, 2019 for U.S. Appl. No. 15/623,516 (pp. 1-8). |
Office Action dated Jul. 10, 2019 for U.S. Appl. No. 15/210,661 (pp. 1-12). |
Office Action dated Jul. 26, 2019 for U.S. Appl. No. 16/159,695 (pp. 1-8). |
Office Action dated May 16, 2019 for U.S. Appl. No. 15/396,851 (pp. 1-7). |
PCT Partial International Search Report for Application No. PCT/GB2018/053404 dated Feb. 25, 2019, 13 pages. |
Péter Tamás Kovács et al, “Tangible Holographic 3D Objects with Virtual Touch”, Interactive Tabletops & Surfaces, ACM, 2 Penn Plaza, Suite 701 New York NY 10121-0701 USA, (Nov. 15, 2015), ISBN 978-1-4503-3899-8, pp. 319-324. |
Schmidt, Ralph, “Multiple Emitter Location and Signal Parameter Estimation” IEEE Transactions of Antenna and Propagation, vol. AP-34, No. 3, Mar. 1986, pp. 276-280. |
Search report for PCT/GB2018/051061 dated Sep. 26, 2018 (17 pages). |
Search report for PCT/US2018/028966 dated Jul. 13, 2018 (43 pages). |
Sixth Sense webpage, http://www.pranavmistry.com/projects/sixthsense/ Accessed Nov. 30, 2018, 7 pages. |
Steve Guest et al., “Audiotactile interactions in roughness perception”, Exp. Brain Res (2002) 146:161-171, DOI 10.1007/s00221-002-1164-z, Received: Feb. 9, 2002/Accepted: May 16, 2002/ Published online: Jul. 26, 2002, Springer-Verlag 2002, (11 pages). |
Takahashi Dean: “Ultrahaptics shows off sense of touch in virtual reality”, Dec. 10, 2016 (Dec. 10, 2016), XP055556416, Retrieved from the Internet: URL: https://venturebeat.com/2016/12/10/ultrahaptics-shows-off-sense-of-touch-in-virtual-reality/ [retrieved on Feb. 13, 2019] 4 pages. |
Xu Hongyi et al, “6-DoF Haptic Rendering Using Continuous Collision Detection between Points and Signed Distance Fields”, IEEE Transactions on Haptics, IEEE, USA, vol. 10, No. 2, ISSN 1939-1412, (Sep. 27, 2016), pp. 151-161, (Jun. 16, 2017). |
Zeng, Wejun, “Microsoft Kinect Sensor and Its Effect,” IEEE Multimedia, Apr.-Jun. 2012, 7 pages. |
Office Action dated Aug. 22, 2019 for U.S. Appl. No. 16/160,862 (pp. 1-5). |
International Search Report and Written Opinion for Application No. PCT/GB2019/050969, dated Jun. 13, 2019, 15 pages. |
Extended European Search Report for Application No. EP19169929.7, dated Aug. 6, 2019, 7 pages. |
Office Action dated Oct. 7, 2019 for U.S. Appl. No. 15/396,851 (pp. 1-9). |
Office Action dated Oct. 17, 2019 for U.S. Appl. No. 15/897,804 (pp. 1-10). |
Corrected Notice of Allowability dated Oct. 31, 2019 for U.S. Appl. No. 15/623,516 (pp. 1-2). |
Office Action dated Oct. 31, 2019 for U.S. Appl. No. 15/671,107 (pp. 1-6). |
Office Action dated Mar. 20, 2020 for U.S. Appl. No. 15/210,661 (pp. 1-10). |
Notice of Allowance dated Jun. 17, 2020 for U.S. Appl. No. 15/210,661 (pp. 1-9). |
European Office Action for Application No. EP16750992.6, dated Oct. 2, 2019, 3 pages. |
Office Action dated Dec. 11, 2019 for U.S. Appl. No. 15/959,266 (pp. 1-15). |
Jager et al., “Air-Coupled 40-KHZ Ultrasonic 2D-Phased Array Based on a 3D-Printed Waveguide Structure”, 2017 IEEE, 4 pages. |
Wooh et al., “Optimum beam steering of linear phased arays,” Wave Motion 29 (1999) pp. 245-265, 21 pages. |
Notice of Allowance dated Feb. 10, 2020, for U.S. Appl. No. 16/160,862 (pp. 1-9). |
Office Action dated Feb. 25, 2020 for U.S. Appl. No. 15/960,113 (pp. 1-7). |
Office Action dated Feb. 7, 2020 for U.S. Appl. No. 16/159,695 (pp. 1-8). |
Office Action dated Jan. 29, 2020 for U.S. Appl. No. 16/198,959 (p. 1-6). |
Office Action dated Jan. 10, 2020 for U.S. Appl. No. 16/228,767 (pp. 1-6). |
Yaroslav Ganin et al., Domain-Adversarial Training of Neural Networks, Journal of Machine Learning Research 17 (2016) 1-35, submitted 5/15; published 4/16. |
Yaroslav Ganin et al., Unsupervised Domain Adaptataion by Backpropagation, Skolkovo Institute of Science and Technology (Skoltech), Moscow Region, Russia, Proceedings of the 32nd International Conference on Machine Learning, Lille, France, 2015, JMLR: W&CP vol. 37, copyright 2015 by the author(s), 11 pages. |
Ashish Shrivastava et al., Learning from Simulated and Unsupervised Images through Adversarial Training, Jul. 19, 2017, pp. 1-16. |
Konstantinos Bousmalis et al., Domain Separation Networks, 29th Conference on Neural Information Processing Sysgtems (NIPS 2016), Barcelona, Spain. Aug. 22, 2016, pp. 1-15. |
Eric Tzeng et al., Adversarial Discriminative Domain Adaptation, Feb. 17, 2017, pp. 1-10. |
David Joseph Tan et al., Fits like a Glove: Rapid and Reliable Hand Shape Personalization, 2016 IEEE Conference on Computer Vision and Pattern Recognition, pp. 5610-5619. |
Jonathan Taylor et al., Efficient and Precise Interactive Hand Tracking Through Joint, Continuous Optimization of Pose and Correspondences, SIGGRAPH '16 Technical Paper, Jul. 24-28, 2016, Anaheim, CA, ISBN: 978-1-4503-4279-87/16/07, pp. 1-12. |
Toby Sharp et al., Accurate, Robust, and Flexible Real-time Hand Tracking, CHI '15, Apr. 18-23, 2015, Seoul, Republic of Korea, ACM 978-1-4503-3145-6/15/04, pp. 1-10. |
Jonathan Taylor et al., Articulated Distance Fields for Ultra-Fast Tracking of Hands Interacting, ACM Transactions on Graphics, vol. 36, No. 4, Article 244, Publication Date: Nov. 2017, pp. 1-12. |
GitHub—IntelRealSense/hand_tracking_samples: researc codebase for depth-based hand pose estimation using dynamics based tracking and CNNs, Mar. 26, 2020, 3 pages. |
Stan Melax et al., Dynamics Based 3D Skeletal Hand Tracking, May 22, 2017, pp. 1-8. |
Yarin Gal et al., Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning, Oct. 4, 2016, pp. 1-12, Proceedings of the 33rd International Conference on Machine Learning, New York, NY, USA, 2016, JMLR: W&CP vol. 48. |
Kaiming He et al., Deep Residual Learning for Image Recognition, http://image-net.org/challenges/LSVRC/2015/ and http://mscoco.org/dataset/#detections-challenge2015, Dec. 10, 2015, pp. 1-12. |
Sergey Ioffe et al., Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariat Shift, Mar. 2, 2015, pp. 1-11. |
Diederik P. Kingma et al., Adam: A Method for Stochastic Optimization, Jan. 30, 2017, pp. 1-15. |
Christoper M. Bishop, Pattern Recognition and Machine Learning, 2006, pp. 1-758. |
Markus Oberweger et al., DeepPrior++: Improving Fast and Accurate 3D Hand Pose Estimation, Aug. 28, 2017, pp. 1-10. |
Markus Oberweger et al., Hands Deep in Deep Learning for Hand Pose Estimation, Dec. 2, 2016, pp. 1-10. |
Mahdi Rad et al., Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images, Mar. 26, 2018, pp. 1-14. |
Jonathan Tompson et al., Real-Time Continuous Pose Recovery of Human Hands Using Convolutional Networks, ACM Trans. Graph. 33, 5, Article 169, Aug. 2014, pp. 1-10. |
Vincent Lepetit et al., Model Based Augmentation and Testing of an Annotated Hand Pose Dataset, ResearchGate, https://www.researchgate.net/publication/307910344, Sep. 2016, 13 pages. |
Shome Subhra Das, Detectioin of Self Intersection in Synthetic Hand Pose Generators, 2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA), Nagoya University, Nagoya, Japan, May 8-12, 2017, pp. 354-357. |
Marin, About LibHand, LibHand—A Hand Articulation Library, www.libhand.org/index.html, Mar. 26, 2020, pp. 1-2; www.libhand.org/download.html, 1 page; www.libhand.org/examples.html, pp. 1-2. |
GitHub—danfis/libccd: Library for collision detection between two convex shapes, Mar. 26, 2020, pp. 1-6. |
OGRECave/ogre—GitHub: ogre/Samples/Media/materials at 7de80a7483f20b50f2b10d7ac6de9d9c6c87d364, Mar. 26, 2020, 1 page. |
Shanxin Yuan et al., BigHand2.2M Bechmark: Hand Pose Dataset and State of the Art Analysis, Dec. 9, 2017, pp. 1-9. |
Office Action dated Apr. 8, 2020, for U.S. Appl. No. 16/198,959 (pp. 1-17). |
Office Action dated Apr. 16, 2020 for U.S. Appl. No. 15/839,184 (pp. 1-8). |
Notice of Allowance dated Apr. 22, 2020 for U.S. Appl. No. 15/671,107 (pp. 1-5). |
Office Action dated Apr. 17, 2020 for U.S. Appl. No. 16/401,148 (pp. 1-15). |
Office Action dated Apr. 28, 2020 for U.S. Appl. No. 15/396,851 (pp. 1-12). |
Office Action dated Apr. 29, 2020 for U.S. Appl. No. 16/374,301 (pp. 1-18). |
Nina Gaissert, Christian Wallraven, and Heinrich H. Bulthoff, “Visual and Haptic Perceptual Spaces Show High Similarity in Humans”, published to Journal of Vision in 2010, available at http://www.journalofvision.org/content/10/11/2 and retrieved on Apr. 22, 2020 ( Year: 2010), 20 pages. |
Hua J, Qin H., Haptics-based dynamic implicit solid modeling, IEEE Trans Vis Comput Graph. Sep.-Oct. 2004;10(5):574-86. |
Hilleges et al. Interactions in the air: adding further depth to interactive tabletops, UIST '09: Proceedings of the 22nd annual ACM symposium on User interface software and technologyOct. 2009 pp. 139-148. |
International Search Report and Written Opinion for Application No. PCT/GB2019/051223, dated Aug. 8, 2019, 15 pages. |
Partial International Search Report for Application No. PCT/GB2018/053735, dated Apr. 12, 2019, 14 pages. |
International Search Report and Written Opinion for Application No. PCT/GB2018/053738, dated Apr. 11, 2019, 14 pages. |
Sean Gustafson et al., “Imaginary Phone”, Proceedings of the 24th Annual ACM Symposium on User Interface Software and Techology: Oct. 16-19, 2011, Santa Barbara, CA, USA, ACM, New York, NY, Oct. 16, 2011, pp. 283-292, XP058006125, DOI: 10.1145/2047196.2047233, ISBN: 978-1-4503-0716-1. |
Office Action dated May 18, 2020 for U.S. Appl. No. 15/960,113 (pp. 1-21). |
Optimal regularisation for acoustic source reconstruction by inverse methods, Y. Kim, P.A. Nelson, Institute of Sound and Vibration Research, University of Southampton, Southampton, SO17 1BJ, UK Received Feb. 25, 2003; 25 pages. |
Takayuki et al., “Noncontact Tactile Display Based on Radiation Pressure of Airborne Ultrasound” IEEE Transactions on Haptics vol. 3, No. 3, p. 165 (2010). |
International Search Report and Written Opinion for Application No. PCT/GB2019/052510, dated Jan. 14, 2020, 25 pages. |
Partial ISR for Application No. PCT/GB2020/050013 dated May 19, 2020 (16 pages). |
Search report for PCT/GB2015/052507 dated Mar. 11, 2020 (19 pages). |
Search report for PCT/GB2015/052916 dated Feb. 26, 2020 (18 pages). |
Notice of Allowance in U.S. Appl. No. 15/210,661 dated Jun. 17, 2020 (22 pages). |
Aoki et al., Sound location of stero reproduction with parametric loudspeakers, Applied Acoustics 73 (2012) 1289-1295 (7 pages). |
Bajard et al., BKM: A New Hardware Algorithm for Complex Elementary Functions, 8092 IEEE Transactions on Computers 43 (1994) (9 pages). |
Bajard et al., Evaluation of Complex Elementary Functions / A New Version of BKM, SPIE Conference on Advanced Signal Processing, Jul. 1999 (8 pages). |
Bortoff et al., Pseudolinearization of the Acrobot using Spline Functions, IEEE Proceedings of the 31st Conference on Decision and Control, Sep. 10, 1992 (6 pages). |
Bożena Smagowska & Małgorzata Pawlaczyk-Łuszczyńska (2013) Effects of Ultrasonic Noise on the Human Body—A Bibliographic Review, International Journal of Occupational Safety and Ergonomics, 19:2, 195-202. |
Brian Kappus and Ben Long, Spatiotemporal Modulation for Mid-Air Haptic Feedback from an Ultrasonic Phased Array, ICSV25, Hiroshima, Jul. 8-12, 2018, 6 pages. |
Corrected Notice of Allowability dated Jan. 14, 2021 for U.S. Appl. No. 15/897,804 (pp. 1-2). |
Georgiou et al., Haptic In-Vehicle Gesture Controls, Adjunct Proceedings of the 9th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '17), Sep. 24-27, 2017 (6 pages). |
Imaginary Phone: Learning Imaginary Interfaces by Transferring Spatial Memory From a Familiar Device Sean Gustafson, Christian Holz and Patrick Baudisch. UIST 2011. (10 pages). |
ISR and WO for PCT/GB2020/050013 (dated Jul. 13, 2020) (20 pages). |
ISR and WO for PCT/GB2020/050926 (dated Jun. 2, 2020) (16 pages). |
Large et al.,Feel the noise: Mid-air ultrasound haptics as a novel human-vehicle interaction paradigm, Applied Ergonomics (2019) (10 pages). |
Mueller, GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB, Eye in-Painting with Exemplar Generative Adverserial Networks, pp. 49-59 (Jun. 1, 2018). |
Notice of Allowance dated Jun. 25, 2021 for U.S. Appl. No. 15/396,851 (pp. 1-10). |
Notice of Allowance dated Oct. 1, 2020 for U.S. Appl. No. 15/897,804 (pp. 1-9). |
Notice of Allowance dated Oct. 16, 2020 for U.S. Appl. No. 16/159,695 (pp. 1-7). |
Notice of Allowance dated Oct. 30, 2020 for U.S. Appl. No. 15/839,184 (pp. 1-9). |
Notice of Allowance dated Oct. 6, 2020 for U.S. Appl. No. 16/699,629 (pp. 1-8). |
Notice of Allowance dated Sep. 30, 2020 for U.S. Appl. No. 16/401,148 (pp. 1-10). |
Office Action dated Dec. 7, 2020 for U.S. Appl. No. 16/563,608 (pp. 1-8). |
Office Action dated Jul. 9, 2020 for U.S. Appl. No. 16/228,760 (pp. 1-17). |
Office Action dated Jun. 19, 2020 for U.S. Appl. No. 16/699,629 (pp. 1-12). |
Office Action dated Jun. 25, 2020 for U.S. Appl. No. 16/228,767 (pp. 1-27). |
Office Action dated Mar. 11, 2021 for U.S. Appl. No. 16/228,767 (pp. 1-23). |
Office Action dated Sep. 18, 2020 for U.S. Appl. No. 15/396,851 (pp. 1-14). |
Office Action dated Sep. 21, 2020 for U.S. Appl. No. 16/198,959 (pp. 1-17). |
Rocchesso et al., Accessing and Selecting Menu Items by In-Air Touch, ACM CHItaly'19, Sep. 23-25, 2019, Padova, Italy (9 pages). |
Search Report by EPO for EP 17748466 dated Jan. 13, 2021 (16 pages). |
Seungryul, Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation for RGB-based Desne 3D Hand Pose Estimation via Neural Rendering, arXiv:1904.04196v2 [cs.CV] Apr. 9, 2019 (5 pages). |
Shakeri, G., Williamson, J. H. and Brewster, S. (2018) May the Force Be with You: Ultrasound Haptic Feedback for Mid-Air Gesture Interaction in Cars. In: 10th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2018) (11 pages). |
Teixeira, et al., “A brief introduction to Microsoft's Kinect Sensor,” Kinect, 26 pages, retrieved Nov. 2018. |
Wang et al., Device-Free Gesture Tracking Using Acoustic Signals, ACM MobiCom '16, pp. 82-94 (13 pages). |
Office Action dated Mar. 31, 2021 for U.S. Appl. No. 16/228,760 (pp. 1-21). |
ISR and WO for PCT/GB2020/052544 (dated Dec. 18, 2020) (14 pages). |
ISR & WO for PCT/GB2020/052545 (dated Jan. 27, 2021) 14 pages. |
Notice of Allowance dated Apr. 20, 2021 for U.S. Appl. No. 16/563,608 (pp. 1-5). |
Hoshi et al., Tactile Presentation by Airborne Ultrasonic Oscillator Array, Proceedings of Robotics and Mechatronics Lecture 2009, Japan Society of Mechanical Engineers; May 24, 2009 (5 pages). |
Office Action dated May 14, 2021 for U.S. Appl. No. 16/198,959 (pp. 1-6). |
Office Action dated May 13, 2021 for U.S. Appl. No. 16/600,500 (pp. 1-9). |
ISR for PCT/GB2020/053373 (dated Mar. 26, 2021) (16 pages). |
ISR for PCT/GB2020/052546 (dated Feb. 23, 2021) (14 pages). |
Notice of Allowance dated Jun. 10, 2021 for U.S. Appl. No. 17/092,333 (pp. 1-9). |
Office Action dated Jun. 25, 2021 for U.S. Appl. No. 16/899,720 (pp. 1-5). |
Corrected Notice of Allowability dated Aug. 9, 2021 for U.S. Appl. No. 15/396,851 (pp. 1-6). |
Notice of Allowance dated Jul. 22, 2021 for U.S. Appl. No. 16/600,500 (pp. 1-9). |
Supplemental Notice of Allowability dated Jul. 28, 2021 for U.S. Appl. No. 16/563,608 (pp. 1-2). |
Supplemental Notice of Allowability dated Jul. 28, 2021 for U.S. Appl. No. 17/092,333 (pp. 1-2). |
Office Action dated Aug. 10, 2021 for U.S. Appl. No. 16/564,016 (pp. 1-14). |
Office Action dated Aug. 9, 2021 for U.S. Appl. No. 17/068,825 (pp. 1-9). |
Office Action dated Aug. 19, 2021 for U.S. Appl. No. 17/170,841 (pp. 1-9). |
Office Action dated Sep. 16, 2021 for U.S. Appl. No. 16/600,496 (pp. 1-8). |
Office Action dated Sep. 24, 2021 for U.S. Appl. No. 17/080,840 (pp. 1-9). |
Ryoko Takahashi, Tactile Stimulation by Repetitive Lateral Movement of Midair Ultrasound Focus, Journal of Latex Class Files, vol. 14, No. 8, Aug. 2015. |
Hyunjae Gil, Whiskers: Exploring the Use of Ultrasonic Haptic Cues on the Face, CHI 2018, Apr. 21-26, 2018, Montréal, QC, Canada. |
Kai Tsumoto, Presentation of Tactile Pleasantness Using Airborne Ultrasound, 2021 IEEE World Haptics Conference (WHC) Jul. 6-9, 2021. Montreal, Canada. |
Keisuke Hasegawa, Electronically steerable ultrasound-driven long narrow air stream, Applied Physics Letters 111, 064104 (2017). |
Keisuke Hasegawa,,Curved acceleration path of ultrasound-driven air flow, J. Appl. Phys. 125, 054902 (2019). |
Keisuke Hasegawa, Midair Ultrasound Fragrance Rendering, IEEE Transactions on Visualization and Computer Graphics, vol. 24, No. 4, Apr. 2018 1477. |
Takaaki Kamigaki, Noncontact Thermal and Vibrotactile Display Using Focused Airborne Ultrasound, EuroHaptics 2020, LNCS 12272, pp. 271-278, 2020. |
Mohamed Yacine Tsalamlal, Affective Communication through Air Jet Stimulation: Evidence from Event-Related Potentials, International Journal of Human-Computer Interaction 2018. |
Amanda Zimmerman, The gentle touch receptors of mammalian skin, Science, Nov. 21, 2014, vol. 346 Issue 6212, p. 950. |
A. B. Vallbo, Receptive field characteristics of tactile units with myelinated afferents in hairy skin of human subjects, Journal of Physiology (1995), 483.3, pp. 783-795. |
Henrik Bruus, Acoustofluidics 2: Perturbation theory and ultrasound resonance modes, Lab Chip, 2012, 12, 20-28. |
Tomoo Kamakura, Acoustic streaming induced in focused Gaussian beams, J. Acoust. Soc. Am. 97(5), Pt. 1, May 1995 p. 2740. |
Mitsuru Nakajima, Remotely Displaying Cooling Sensation via Ultrasound-Driven Air Flow, Haptics Symposium 2018, San Francisco, USA p. 340. |
Line S Loken, Coding of pleasant touch by unmyelinated afferents in humans, Nature Neuroscience vol. 12 [ No. 5 [ May 2009 547. |
Stanley J. Bolanowski, Hairy Skin: Psychophysical Channels and Their Physiological Substrates, Somatosensory and Motor Research, vol. 11. No. 3, 1994, pp. 279-290. |
Stefan G. Lechner, Hairy Sensation, Physiology 28: 142-150, 2013. |
Rochelle Ackerley, Human C-Tactile Afferents Are Tuned to the Temperature of a Skin-Stroking Caress, J. Neurosci., Feb. 19, 2014, 34(8):2879-2883. |
India Morrison, The skin as a social organ, Exp Brain Res (2010) 204:305-314. |
Mariana von Mohr, The soothing function of touch: affective touch reduces feelings of social exclusion, Scientific Reports, 7: 13516, Oct. 18, 2017. |
JonasChatel-Goldman, Touch increases autonomic coupling between romantic partners, Frontiers in Behavioral Neuroscience Mar. 2014, vol. 8, Article 95. |
Uta Sailer, How Sensory and Affective Attributes Describe Touch Targeting C-Tactile Fibers, Experimental Psychology (2020), 67(4), 224-236. |
EPO Examination Search Report 17 702 910.5 (dated Jun. 23, 2021). |
Office Action dated Oct. 29, 2021 for U.S. Appl. No. 16/198,959 (pp. 1-7). |
Notice of Allowance dated Nov. 5, 2021 for U.S. Appl. No. 16/899,720 (pp. 1-9). |
Corrected Notice of Allowability dated Nov. 24, 2021 for U.S. Appl. No. 16/600,500 (pp. 1-5). |
International Search Report and Written Opinion for App. No. PCT/GB2021/051590, dated Nov. 11, 2021, 20 pages. |
Anonymous: “How does Ultrahaptics technology work?—Ultrahaptics Developer Information”, Jul. 31, 2018 (Jul. 31, 2018), XP055839320, Retrieved from the Internet: URL:https://developer.ultrahaptics.com/knowledgebase/haptics-overview/ [retrieved on Sep. 8, 2021]. |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Dec. 14, 2021 for U.S. Appl. No. 17/170,841 (pp. 1-8). |
Office Action (Non-Final Rejection) dated Dec. 20, 2021 for U.S. Appl. No. 17/195,795 (pp. 1-7). |
EPO Application 18 725 358.8 Examination Report dated Sep. 22, 2021. |
EPO 21186570.4 Extended Search Report dated Oct. 29, 2021. |
Almusawi et al., “A new artificial neural network approach in solving inverse kinematics of robotic arm (denso vp6242).” Computational intelligence and neuroscience 2016 (2016). (Year: 2016). |
Azad et al., Deep domain adaptation under deep label scarcity. arXiv preprint arXiv:1809.08097 (2018) (Year: 2018). |
Beranek, L., & Mellow, T. (2019). Acoustics: Sound Fields, Transducers and Vibration. Academic Press. |
Boureau et al.,“A theoretical analysis of feature pooling in visual recognition.” In Proceedings of the 27th international conference on machine learning (ICML-10), pp. 111-118. 2010. (Year: 2010). |
Bybi, A., Grondel, S., Mzerd, A., Granger, C., Garoum, M., & Assaad, J. (2019). Investigation of cross-coupling in piezoelectric transducer arrays and correction. International Journal of Engineering and Technology Innovation, 9(4), 287. |
Certon, D., Felix, N., Hue, P. T. H., Patat, F., & Lethiecq, M. (Oct. 1999). Evaluation of laser probe performances for measuring cross-coupling in 1-3 piezocomposite arrays. In 1999 IEEE Ultrasonics Symposium. Proceedings. International Symposium (Cat. No. 99CH37027) (vol. 2, pp. 1091-1094). |
Certon, D., Felix, N., Lacaze, E., Teston, F., & Patat, F. (2001). Investigation of cross-coupling in 1-3 piezocomposite arrays. ieee transactions on ultrasonics, ferroelectrics, and frequency control, 48(1), 85-92. |
Chang Suk Lee et al., An electrically switchable visible to infra-red dual frequency cholesteric liquid crystal light shutter. J. Mater. Chem. C, 2018, 6, 4243 (7 pages). |
Der et al., Inverse kinematics for reduced deformable models. ACM Transactions on graphics (TOG) 25, No. 3 (2006): 1174-1179. (Year: 2006). |
DeSilets, C. S. (1978). Transducer arrays suitable for acoustic imaging (No. GL-2833). Stanford Univ CA Edward L Ginzton Lab of Physics. |
Duka, “Neural network based inverse kinematics solution for trajectory tracking of a robotic arm.” Procedia Technology 12 (2014) 20-27. (Year: 2014). |
Henneberg, J., Gerlach, A., Storck, H., Cebulla, H., & Marburg, S. (2018). Reducing mechanical cross-coupling in phased array transducers using stop band material as backing. Journal of Sound and Vibration, 424, 352-364. |
https://radiopaedia.org/articles/physical-principles-of-ultrasound-1?lang=gb (Accessed May 29, 2022). |
Office Action (Non-Final Rejection) dated May 25, 2022 for U.S. Appl. No. 16/843,281 (pp. 1-28). |
Office Action (Non-Final Rejection) dated Jun. 9, 2022 for U.S. Appl. No. 17/080,840 (pp. 1-9). |
Office Action (Non-Final Rejection) dated Jun. 27, 2022 for U.S. Appl. No. 16/198,959 (pp. 1-17). |
Office Action (Non-Final Rejection) dated Jun. 27, 2022 for U.S. Appl. No. 16/734,479 (pp. 1-13). |
Oikonomidis et al., “Efficient model-based 3D tracking of hand articulations using Kinect.” In BmVC, vol. 1, No. 2, p. 3. 2011. (Year: 2011). |
Patricio Rodrigues, E., Francisco de Oliveira, T., Yassunori Matuda, M., & Buiochi, F. (Sep. 2019). Design and Construction of a 2-D Phased Array Ultrasonic Transducer for Coupling in Water. In INTER-NOISE and NOISE-CON Congress and Conference Proceedings (vol. 259, No. 4, pp. 5720-5731). Institute of Noise Control Engineering. |
Seo et al., “Improved numerical inverse kinematics for human pose estimation,” Opt. Eng. 50(3 037001 (Mar. 1, 2011) https:// doi.org/10.1117/1.3549255 (Year: 2011). |
Walter, S., Nieweglowski, K., Rebenklau, L., Wolter, K. J., Lamek, B., Schubert, F., . . . & Meyendorf, N. (May 2008). Manufacturing and electrical interconnection of piezoelectric 1-3 composite materials for phased array ultrasonic transducers. In 2008 31st International Spring Seminar on Electronics Technology (pp. 255-260). |
Wang et al., Few-shot adaptive faster r-cnn. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 7173-7182. 2019. (Year: 2019). |
ISR & WO for PCT/GB2022/051388 (dated Aug. 30, 2022) (15 pages). |
Office Action (Final Rejection) dated Sep. 16, 2022 for U.S. Appl. No. 16/404,660 (pp. 1-6). |
Office Action (Non-Final Rejection) dated Aug. 29, 2022 for U.S. Appl. No. 16/995,819 (pp. 1-6). |
Office Action (Non-Final Rejection) dated Sep. 21, 2022 for U.S. Appl. No. 17/721,315 (pp. 1-10). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Aug. 24, 2022 for U.S. Appl. No. 16/198,959 (pp. 1-6). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Aug. 31, 2022 for U.S. Appl. No. 16/198,959 (pp. 1-2). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Sep. 7, 2022 for U.S. Appl. No. 17/068,834 (pp. 1-8). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Sep. 8, 2022 for U.S. Appl. No. 17/176,899 (pp. 1-8). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Sep. 12, 2022 for U.S. Appl. No. 16/734,479 (pp. 1-7). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Jan. 18, 2022 for U.S. Appl. No. 16/899,720 (pp. 1-2). |
Office Action (Non-Final Rejection) dated Jan. 24, 2022 for U.S. Appl. No. 16/228,767 (pp. 1-22). |
Office Action (Non-Final Rejection) dated Jan. 21, 2022 for U.S. Appl. No. 17/068,834 (pp. 1-12). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Feb. 11, 2022 for U.S. Appl. No. 16/228,760 (pp. 1-8). |
ISR and WO for PCT/GB2020/052829 (dated Feb. 10, 2021) (15 pages). |
EPO Examination Report 17 748 4656.4 (dated Jan. 12, 2021) (16 pages). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Feb. 28, 2022 for U.S. Appl. No. 17/068,825 (pp. 1-7). |
Mohamed Yacine Tsalamlal, Non-Intrusive Haptic Interfaces: State-of-the Art Survey, HAID 2013, LNCS 7989, pp. 1-9, 2013. |
EPO Communication for Application 18 811 906.9 (dated Nov. 29, 2021) (15 pages). |
ISR and WO for PCT/GB2021/052415 (dated Dec. 22, 2021) (16 pages). |
Gareth Young et al.. Designing Mid-Air Haptic Gesture Controlled User Interfaces for Cars, PACM on Human-Computer Interactions, Jun. 2020 (24 pages). |
Office Action (Non-Final Rejection) dated Mar. 4, 2022 for U.S. Appl. No. 16/404,660 (pp. 1-5). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Mar. 7, 2022 for U.S. Appl. No. 16/600,496 (pp. 1-5). |
Communication Pursuant to Article 94(3) EPC for EP 19723179.8 (dated Feb. 15, 2022). |
EPO ISR and WO for PCT/GB2022/050204 (dated Apr. 7, 2022) (15 pages). |
IN 202047026493 Office Action dated Mar. 8, 2022. |
ISR & WO For PCT/GB2021/052946. |
Office Action (Final Rejection) dated Mar. 14, 2022 for U.S. Appl. No. 16/564,016 (pp. 1-12). |
Office Action (Non-Final Rejection) dated Mar. 15, 2022 for U.S. Appl. No. 16/144,474 (pp. 1-13). |
Office Action (Non-Final Rejection) dated Apr. 1, 2022 for U.S. Appl. No. 16/229,091 (pp. 1-10). |
Office Action (Non-Final Rejection) dated May 2, 2022 for U.S. Appl. No. 17/068,831 (pp. 1-10). |
Al-Mashhadany, “Inverse Kinematics Problem (IKP) of 6-DOF Manipulator by Locally Recurrent Neural Networks (LRNNs),” Management and Service Science (MASS), International Conference on Management and Service Science., IEEE, Aug. 24, 2010, 5 pages. (Year: 2010). |
Guez, “Solution to the inverse kinematic problem in robotics by neural networks.” In Proceedings of the 2nd International Conference on Neural Networks, 1988. San Diego, California. (Year: 1988) 8 pages. |
Invitation to Pay Additional Fees for PCT/GB2022/051821 (Oct. 20, 2022), 15 pages. |
Mahboob, “Artificial neural networks for learning inverse kinematics of humanoid robot arms.” MS Thesis, 2015. (Year: 2015) 95 pages. |
Office Action (Ex Parte Quayle Action) dated Jan. 6, 2023 for U.S. Appl. No. 17/195,795 (pp. 1-6). |
Office Action (Final Rejection) dated Jan. 9, 2023 for U.S. Appl. No. 16/144,474 (pp. 1-16). |
Office Action (Final Rejection) dated Nov. 18, 2022 for U.S. Appl. No. 16/228,767 (pp. 1-27). |
Office Action (Final Rejection) dated Nov. 18, 2022 for U.S. Appl. No. 17/068,831 (pp. 1-9). |
Office Action (Final Rejection) dated Dec. 8, 2022 for U.S. Appl. No. 16/229,091 (pp. 1-9). |
Office Action (Final Rejection) dated Dec. 15, 2022 for U.S. Appl. No. 16/843,281 (pp. 1-25). |
Office Action (Non-Final Rejection) dated Oct. 17, 2022 for U.S. Appl. No. 17/807,730 (pp. 1-8). |
Office Action (Non-Final Rejection) dated Nov. 9, 2022 for U.S. Appl. No. 17/454,823 (pp. 1-16). |
Office Action (Non-Final Rejection) dated Nov. 16, 2022 for U.S. Appl. No. 17/134,505 (pp. 1-7). |
Office Action (Non-Final Rejection) dated Nov. 16, 2022 for U.S. Appl. No. 17/692,852 (pp. 1-4). |
Office Action (Non-Final Rejection) dated Dec. 6, 2022 for U.S. Appl. No. 17/409,783 (pp. 1-7). |
Office Action (Non-Final Rejection) dated Dec. 22, 2022 for U.S. Appl. No. 17/457,663 (pp. 1-20). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Oct. 31, 2022 for U.S. Appl. No. 17/068,834 (pp. 1-2). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Oct. 31, 2022 for U.S. Appl. No. 17/176,899 (pp. 1-2). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Nov. 1, 2022 for U.S. Appl. No. 16/404,660 (pp. 1-5). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Nov. 2, 2022 for U.S. Appl. No. 16/734,479 (pp. 1-2). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Nov. 10, 2022 for U.S. Appl. No. 16/198,959 (pp. 1-2). |
Office Action (Notice of Allowance and Fees Due (PTOL-85)) dated Nov. 16, 2022 for U.S. Appl. No. 16/404,660 (pp. 1-2). |
Number | Date | Country | |
---|---|---|---|
20220113806 A1 | Apr 2022 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 16600500 | Oct 2019 | US |
Child | 17645305 | US | |
Parent | 15966213 | Apr 2018 | US |
Child | 16600500 | US | |
Parent | 14916179 | US | |
Child | 15966213 | US |