This invention relates generally to motion recognition and particularly to embedding a motion sensor with a sport instrument for motion tracking and recognition.
Motion detection and recognition of a moving object, such as a golf swing, are widely used to enhance athletes' performance. The techniques for path and stance recognition for spatial accelerated motion can be used in combination with human body actions for detection of human body actions in the field of sports. Path and stance recognition for a spatial accelerated motion refers to detecting position and intersection angles of a moving object (e.g., a golf club swung by a player) at each time in the movement and obtaining real-time velocity of the mobbing object. Taking golf as an example, golf is a sport that often requires good control of motions, and an accurate analysis of the golf swing motions detected by a motion sensor can enhance golf players' performance.
To detect motion of a moving object, a motion sensor is often used to collect motion parameters associated with the moving object such as information of acceleration, velocity and position of the moving object. Some existing solutions for motion detection and recognition attach a motion sensor to the surface part of a sport instrument (e.g., rear end of a golf club, or golf gloves) used by players. However, attaching a motion sensor to the surface part of a sport instrument faces many challenges for accurate motion detection, such as making the motion sensor vulnerable for damages, affecting the holding of the sport instrument due to the attachment of the motion sensor and lack of accuracy of motion detection.
Embodiments of the invention provide a solution for enhancing motion detection and recognition of moving objects associated with various sports by intelligently embedding motion sensors into sport instruments such as tennis rackets, badminton rackets, baseball bats and golf clubs, that are swung in a three-dimensional (3D) space. The motion sensors embedded inside the sport instruments are securely locked and are detachable for replacement. The shapes and sizes of motions sensors are adjustable for different types of sport instruments in a variety of shapes. The insertion and locking of a motion sensor in a sport instrument does not adversely affect a player's hold of the instrument. A motion sensor inserted and locked inside a sport instrument is configured to detect motions associated with movements associated with the sport instrument. The motion parameters associated with the detected motion are collected through the embedded motion sensor and analyzed by a motion detection and recognition system.
The features and advantages described in the specification are not all inclusive and, in particular, many additional features and advantages will be apparent to one of ordinary skill in the art in view of the drawings, specification, and claims. Moreover, it should be noted that the language used in the specification has been principally selected for readability and instructional purposes, and may not have been selected to delineate or circumscribe the disclosed subject matter.
The figures depict various embodiments of the present invention for purposes of illustration only. One skilled in the art will readily recognize from the following discussion that alternative embodiments of the structures and methods illustrated herein may be employed without departing from the principles of the invention described herein.
A solution is provided to enhance motion detection and recognition of moving objects associated with various sports by intelligently embedding motion sensors into sport instruments such as tennis rackets, badminton rackets, baseball bats and golf clubs, that are swung in a three-dimensional (3D) space. The motion sensors embedded inside the sport instruments are securely locked and are detachable for replacement. A motion sensor inserted and locked inside a sport instrument is configured to detect motions associated with movements associated with the sport instrument. The motion parameters associated with the detected motion are collected through the embedded motion sensor and analyzed by a motion detection and recognition system. Examples of the embodiments of these motion sensors and the motion detection and recognition system include some described in U.S. Patent Publication No. 2012/0277890 A1 and U.S. Pat. No. 8,725,452 B2, each of which is incorporated by reference herein in its entirety.
To ease the insertion and detachment of a motion sensor, the provided solution uses spring lock mechanisms used by the secure digital (SD) memory card of the motion sensor. The spring lock mechanism enables a user to simply push the motion sensor inside a sport instrument and to unlock the motion sensor by tapping the same location again on the sport instrument.
To hold the motion sensor inside the bottom part of the tennis racket, in one embodiment, the provided solution performs the following steps:
The foregoing description of the embodiments of the invention has been presented for the purpose of illustration; it is not intended to be exhaustive or to limit the invention to the precise forms disclosed. Persons skilled in the relevant art can appreciate that many modifications and variations are possible in light of the above disclosure.
Some portions of this description describe the embodiments of the invention in terms of algorithms and symbolic representations of operations on information. These algorithmic descriptions and representations are commonly used by those skilled in the data processing arts to convey the substance of their work effectively to others skilled in the art. These operations, while described functionally, computationally, or logically, are understood to be implemented by computer programs or equivalent electrical circuits, microcode, or the like. Furthermore, it has also proven convenient at times, to refer to these arrangements of operations as modules, without loss of generality. The described operations and their associated modules may be embodied in software, firmware, hardware, or any combinations thereof.
Any of the steps, operations, or processes described herein may be performed or implemented with one or more hardware or software modules, alone or in combination with other devices. In one embodiment, a software module is implemented with a computer program product comprising a computer-readable medium containing computer program code, which can be executed by a computer processor for performing any or all of the steps, operations, or processes described.
Embodiments of the invention may also relate to an apparatus for performing the operations herein. This apparatus may be specially constructed for the required purposes, and/or it may comprise a general-purpose computing device selectively activated or reconfigured by a computer program stored in the computer. Such a computer program may be stored in a non-transitory, tangible computer readable storage medium, or any type of media suitable for storing electronic instructions, which may be coupled to a computer system bus. Furthermore, any computing systems referred to in the specification may include a single processor or may be architectures employing multiple processor designs for increased computing capability.
Embodiments of the invention may also relate to a product that is produced by a computing process described herein. Such a product may comprise information resulting from a computing process, where the information is stored on a non-transitory, tangible computer readable storage medium and may include any embodiment of a computer program product or other data combination described herein.
Finally, the language used in the specification has been principally selected for readability and instructional purposes, and it may not have been selected to delineate or circumscribe the inventive subject matter. It is therefore intended that the scope of the invention be limited not by this detailed description, but rather by any claims that issue on an application based hereon. Accordingly, the disclosure of the embodiments of the invention is intended to be illustrative, but not limiting, of the scope of the invention, which is set forth in the following claims.
This application claims the benefit of U.S. Provisional Application No. 62/011,530, filed on Jun. 12, 2014, which is incorporated by reference in its entirety.
Number | Name | Date | Kind |
---|---|---|---|
5610590 | Johnson et al. | Mar 1997 | A |
5766088 | Severtsen | Jun 1998 | A |
5819206 | Horton et al. | Oct 1998 | A |
6224493 | Lee et al. | May 2001 | B1 |
7978081 | Shears et al. | Jul 2011 | B2 |
8109816 | Grober | Feb 2012 | B1 |
8282487 | Wilson et al. | Oct 2012 | B2 |
8337335 | Dugan | Dec 2012 | B2 |
8409024 | Marty et al. | Apr 2013 | B2 |
8409025 | Stites et al. | Apr 2013 | B2 |
8449402 | Jaekel et al. | May 2013 | B2 |
8523696 | Kamino et al. | Sep 2013 | B2 |
8589114 | Papadourakis | Nov 2013 | B2 |
8593286 | Razoumov et al. | Nov 2013 | B2 |
8725452 | Han | May 2014 | B2 |
8840483 | Steusloff et al. | Sep 2014 | B1 |
8903521 | Goree et al. | Dec 2014 | B2 |
8905855 | Fitzpatrick et al. | Dec 2014 | B2 |
8941723 | Bentley et al. | Jan 2015 | B2 |
8944928 | Kaps et al. | Feb 2015 | B2 |
8956238 | Boyd et al. | Feb 2015 | B2 |
9039527 | Bentley et al. | May 2015 | B2 |
20020173364 | Boscha | Nov 2002 | A1 |
20050032582 | Mahajan et al. | Feb 2005 | A1 |
20050261073 | Farrington et al. | Nov 2005 | A1 |
20050272516 | Gobush | Dec 2005 | A1 |
20060025229 | Mahajan et al. | Feb 2006 | A1 |
20060166738 | Eyestone et al. | Jul 2006 | A1 |
20080085778 | Dugan | Apr 2008 | A1 |
20090048044 | Oleson et al. | Feb 2009 | A1 |
20090111602 | Savarese et al. | Apr 2009 | A1 |
20090233735 | Savarese et al. | Sep 2009 | A1 |
20100103269 | Wilson et al. | Apr 2010 | A1 |
20100144414 | Edis et al. | Jun 2010 | A1 |
20100323794 | Su | Dec 2010 | A1 |
20120157241 | Nomura et al. | Jun 2012 | A1 |
20120277017 | Boyd et al. | Nov 2012 | A1 |
20120277890 | Han | Nov 2012 | A1 |
20120295726 | Cherbini | Nov 2012 | A1 |
20130053190 | Mettler | Feb 2013 | A1 |
20130065703 | Rose | Mar 2013 | A1 |
20130095941 | Bentley et al. | Apr 2013 | A1 |
20130319113 | Mizuta | Dec 2013 | A1 |
Number | Date | Country |
---|---|---|
WO 2013174922 | Nov 2013 | WO |
Entry |
---|
PCT International Search Report and Written Opinion for PCT/US15/20576, Jun. 23, 2015, 11 Pages. |
Allen, R., “Wireless Sensor Architecture Uses Bluetooth Standard” Electronic Design, Aug. 7, 2000, 5 pages, Can be retrieved from <Url:http://electronicdesign.com/communications/wireless-sensorarchitecture-uses-bluetooth-standard>. |
Arfwedson, H., et al., “Ericsson's Bluetooth Modules,” Ericsson Review, 1999, No. 4, pp. 198-205, <Url:http://www.ericsson.com/ericsson/corpinfo/Pub.s/review/1999—04/files/19990404.pdf>. |
Bishop, R., “LabVIEW 8 Student Edition,” 2007, 12 pages, Pearson Prentice-Hall, Upper Saddle River, NJ. |
First Annual “Better Golf Through Technology,” Better Golf Through Technology Conference, Feb. 17-18, 2006, 1 page, [Archived on web.archive.org on Mar. 14, 2006] Can be Retrieved at <Url:https://web.archive.org/web/20060314063211/http:/www.bettergolfthroughtechnology.com/>. |
Home page for “Concept2: Training,” 1 page, [Archived on web.archive.org on Feb. 5, 2009] Can be Retrieved at <Url:http://web.archive.org/web/20090205092657/http://concept2.com/us/training/defaultasp>. |
Home page for Expresso.com, 2 pages, [Archived on web.archive.org on Apr. 29, 2009] Can be Retrieved. |
Honan, M., “Apple unveils iPhone,” Macworld, Jan. 89, 2007, 4 pages, can be retrieved at <Url:http://www.macworld.com/article/1054769/iphone.html>. |
Invensense, “InvenSense TM Unveils World's 1st IMU Solution for Consumer Appl.s” InvenSense, Apr. 6, 2010, 2 pages. |
Kalia, M., et al., “Efficient Policies for Increasing Capacity in Bluetooth: an Indoor Pico-Cellular Wireless System,” IBM India Research Laboratory, 2000, 5 pages. |
Linx Technologies, “HP3 Series Transmitter Module Data Guide” Linx Technologies, Inc., 2008, Revised Jul. 27, 2011, 13 pages. |
Otto, C., et al., “System Architecture of a Wireless Body Area Sensor Network for Ubiquitous Health Monitoring,” Journal of Mobile Multimedia, 2006, pp. 307-326, vol. 1, No. 4. |
Rao, R., et al., “Demand-based Bluetooth Scheduling,” Pennsyvania State University, Sep. 27, 2001, 13 pages, Can be retrieved at <Url:http://www.cse.psu.edu/˜gik2/papers/Bluetooth1.doc>. |
Roving Networks, “Blue Sentry RN-8005-CB Data Sheet,” 2009, 1 page. |
Sanders, K., “Japanese WII Price, Release Date Revealed,” IGN US, Sep. 13, 2006, 1 page, can be retrieved at <Url:http://www.ign.com/articles/2006/09/14/japanese-wii-price-release-date-revealed>. |
Smartswing, “SmartSwing Introduces Affordable Intelligent Golf Club,” Press Release, Jul. 19, 2005, 2 pages, [Archived on web.archive.org on Jun. 13, 2006] Can be Retrieved at <Url:https://web.archive.org/web/20060613114451/http://www.smartswinggolf.com/site/news/pr 2006—jan—23 aus.html>. |
Solid State Technology, “MEMS Enable Smart Golf Clubs,” Extension Media, Jan. 6, 2005, 3 pages,[Archived on web.archive.org on Jan. 15, 2016] Can be Retrieved at <Url:https://web.archive.org/web/20160115202844/http://electroiq.com/blog/2005/01/mems-enable-smartgolf-clubs/>. |
Takahashi, D., “Facebook, Twitter, Last.fm coming to Xbox Live this fall” Venture Beat, Jun. 1, 2009, 5 pp., Can be retrieved from <Url:http://venturebeat.com/2009/06/01/facebook-coming-to-xbox-live-asmicrosoft-beefs-up-other-entertainment-on-xbox-360/>. |
The iClub System TM “iClub.net - Contact,” Fortescue Corp. 2001-2005, 1 page, [Archived on web.archive.org on Apr. 9, 2005] Can be Retrieved at <Url:https://web.archive.org/web/20050409111624/http://www.iclub.net/contact.html>. |
The iClub System TM “iClub.net - Products,” Fortescue Corp. 2001-2005, 1 page, [Archived on web.archive.org on Jul. 10, 2005] Can be Retrieved at <Url:https://web.archive.org/web/20050710075533/http://www.iclub.net/products-iclub.html. |
The iClub System TM “iClub.net — Products !Club',” Fortescue Corp. 2001-2005, 1 page, [Archived on web.archive.org on Apr. 14, 2005] Can be Retrieved at <Url:https://web.archive.org/web/20050414233840/http://www.iclub.net/products-iclube.html. |
The iClub System TM “iClub.net — Products !Club (Full Swing),” Fortescue Corp. 2001-2005, 1 page, [Archived on web.archive.org on Apr. 14, 2005] Can be Retrieved at <Url:https://web.archive.org/web/20050414233828/http://www.iclub.net/products-iclub.html. |
The iClub Product Brochure, 2001-2005, 2 pages. |
Tuite, D., “Motion-Sensing MEMS Gyros and Accelerometers Are Everywhere,” Electronic Design, Jul. 9, 2009, 6 pages, Can be retrieved from <Url:http://electronicdesign.com/analog/motion-sensing-mems-gyrosand-accelerometers-are-everywhere>. |
Webster's New College Dictionary, Definition for “Virtual Reality,” (3rd ed. 2008), 3 pages. |
Webpage for zigbees.com, 4 pp., [online] [retrieved on Mar. 14, 2016] Can be retrieved at <Url:http://www.zigbees.com/h—start.htm>. |
Wheeler, a, et al., “Introduction to Engineering Experimentation,” 2nd Edition, 2004, Chapter 4, 10 pages, Pearson— Prentice-Hall, Upper Saddle River, Nj. |
Affidavit of Christopher Butler dated Jan. 15, 2016 regarding “Rinton Press — Publisher in Science and Technology,” 6 pages, [Archived on web.archive.org on Jan. 3, 2007] Can be Retrieved at <Url:https://web.archive.org/web/20070103234656/http://rintonspress.com/journals/jmmonline.html>. |
Affidavit of Christopher Butler dated Jan. 25, 2016 regarding “SmartWing Intelligent Clubs,” 46 pages, [Archived on web.archive.org on Apr. 11, 2006] Can be Retrieved at <Url:https://web.archive.org/web/20060411113841/http://www.smartswinggolf.com/site/>. |
Affidavit of Christopher Butler dated Feb. 19, 2016 regarding “Concept2: Training,” 5 pages, [Archived on web.archive.org on Feb. 5, 2009] Can be Retrieved at <Url:http://web.archive.org/web/20090205092657/http://concept2.com/us/training/defaultasp>. |
Certified File History of U.S. Pat. No. 8,905,855, Feb. 2, 2016, 709 pages. |
Certified File History of U.S. Pat. No. 8,941,723, Feb. 2, 2016, 929 pages. |
File History of U.S. Pat. No. 83.903.521, 406 pages. |
Certified File Histroy of U.S. Pat. No. 8,944,928, Feb. 2, 2016, 647 pages. |
Certified File Histroy of U.S. Pat. No. 9,039,527, Feb. 2, 2016, 1047 pages. |
Declaration of Dr. Steven M. Nesbit, U.S. Pat. No. 8,905,855, Feb. 24, 2016, 235 pages. |
Declaration of Dr. Steven M. Nesbit, U.S. Pat. No. 8,941,723, Feb. 24, 2016, 219 pages. |
Declaration of Dr. Steven M. Nesbit, U.S. Pat. No. 8,903,521, Feb. 24, 2016, 250 pages. |
Declaration of Dr. Steven M. Nesbit, U.S. Pat. No. 8,944,928, Feb. 24, 2016, 195 pages. |
Declaration of Dr. Steven M. Nesbit, U.S. Pat. No. 9,039,527, Feb. 24, 2016, 227 pages. |
Curriculum Vitae of Dr. Steven M. Nesbit, Feb 24, 2016, 10 pages. |
Claim Limitation Reference Numbers '855 Petition, Feb. 24, 2016, 6 pages. |
Claim Limitation Reference Numbers '723 Petition, Feb. 24, 2016, 5 pages. |
Claim Limitation Reference Numbers '521 Petition, Feb. 24, 2016, 4 pages. |
Claim Limitation Reference Numbers '928 Petition, Feb. 24, 2016, 3 pages. |
Claim Limitation Reference Numbers '527 Petition, Feb. 24, 2016, 4 pages. |
Number | Date | Country | |
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20150360081 A1 | Dec 2015 | US |
Number | Date | Country | |
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62011530 | Jun 2014 | US |