1. Technical Field
This disclosure relates to an apparatus, system, and method for detecting the transmission of wireless devices in human operated machinery.
2. Background and Relevant Art
As mobile devices have increased in popularity and features, accidents involving distracted drivers have also increased. Substantial efforts have been made to educate the public regarding the dangers of distracted driving and to prevent drivers from using mobile devices while driving. Some jurisdictions have gone so far as to enact laws prohibiting the use of wireless devices while driving. Similarly, many companies have implemented policies that strictly prohibit the use of mobile devices while operating company machinery, such as cars, mining equipment, or other similar machines.
One difficulty in implementing such policies is the inability of organizations to determine whether the operators are actually using mobile devices while operating vehicles or other machinery. While some systems have been developed to detect the use of mobile devices, these systems have been unable to distinguish whether the mobile device is being used within the operator area of the vehicle or other machinery. In particular, it can be difficult to distinguish between mobile phone use within a vehicle or machine and mobile phone use near the vehicle or machine.
As one will understand, implementing effective policies that restrict the use of wireless devices within human operated machinery is made more difficult by the inability to identify violations of the policy. Accordingly, there is a need for systems, apparatus, or methods that can accurately determine whether a mobile device is being used and in some instances, whether the device is simply ‘on’ or ‘active’ within a vehicle or some other type of human operated machinery.
Embodiments of the present invention comprise systems, methods, and apparatus configured to detect whether an RF transmission comes from a cellular or other RF transmitting device and whether that transmission comes from within or outside of a defined space. In some embodiments, the transmission or other operation of a wireless device is detectable within an operator area of human operated machinery. In particular, embodiments of the present invention provide apparatus, systems, and methods for determining whether a detected radio signal originates from within the operator's area of the human operated machinery or from a location outside of the operators area. For example, systems described herein provide embodiments for determining whether a radio signal is being generated and transmitted from within the cab of a vehicle or from a source outside of the vehicle.
An example embodiment can include an apparatus and/or system used for determining whether an operator of machinery is using a mobile device. The apparatus and/or system can comprise one or more interior or first antenna(s) positioned within an at least partially enclosed operator area of a human operated machine. One or more external or second antenna(s) can be positioned on an external portion of the human operated machine. Additionally, a radio frequency shield can be positioned between the first/interior antenna(s) and the second/exterior antenna(s).
When the shield provides only partial reduction of the signal transmission magnitude emitted from within a vehicle or machinery operator area, the signals detected by both the interior and exterior antennas are correlated to confirm that the signals correspond to a same transmission from a single mobile device. Then, the signal strength detected at the antennas for the various signals that are determined to correspond to the same transmission are analyzed to determine whether the transmission emitted from within or outside of the operator area, as described herein. For example, it can be determined that the transmission originated from within the operator area when the signal strength detected by the interior antenna(s) for the transmission is stronger than the signal strength detected by the exterior antenna(s) for the same transmission.
When the shield provides sufficient reduction of the RF signal transmissions such that the RF signal transmission cannot be detected above the ambient RF noise emitted from within the operator area, the composite signals detected at the different antennas can also be comparatively used to determine whether a particular signal is emitted from within the operator area, as described herein.
A processing module in electrical communication with the first and second antennas compares the signals received from the first and second antennas. The processing module can then determine, based upon the comparisons of the first and second signals, whether a radio frequency generating device is active within the at least partially enclosed operator area.
Additionally, embodiments of the invention can also include one or more corresponding methods for detecting the transmission or active ‘on’ status of a radio frequency generating device within an operator area of a human operated machine.
In embodiments where the shielding provides only partial attenuation, the methods of the invention can include detecting the signals detected by both the interior and exterior antennas and correlating signals that correspond to a same transmission from a single mobile device. Then, the methods can include comparing the signal strength of correlated signals to determine whether the transmission emitted from within or outside of the operator area, wherein it is determined that the transmission originated from within the operator area when the signal strength detected by the interior antenna(s) for the transmission is stronger than the signal strength detected by the exterior antenna(s) for the same transmission.
The methods of the invention can also include, for full attenuation shielding, receiving, at a processing module, a first composite signal from a first antenna positioned within an at least partially enclosed operator area of a human operated machine. These methods can also include receiving, at the processing module, a second composite signal from a second antenna positioned exterior to the at least partially enclosed operator area of the human operated machine. Additionally, a radio frequency attenuator can be positioned between the first antenna and the second antenna. The methods can further include comparing the first composite signal received from the first antenna and the second composite signal received from the second antenna, and then determining, based upon the comparison of the first composite signal and the second composite signal, whether a radio frequency generating device is active within the at least partially enclosed operator area.
Additional features and advantages of exemplary embodiments of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by the practice of such exemplary embodiments. The features and advantages of such embodiments may be realized and obtained by means of the instruments and combinations particularly pointed out in the appended claims. These and other features will become more fully apparent from the following description and appended claims, or may be learned by the practice of such exemplary embodiments as set forth hereinafter.
In order to describe the manner in which the above-recited and other advantages and features of the invention can be obtained, a more particular description of the invention briefly described above will be rendered by reference to specific embodiments thereof which are illustrated in the appended drawings. Understanding that these drawings depict only typical embodiments of the invention and are not therefore to be considered to be limiting of its scope, the invention will be described and explained with additional specificity and detail through the use of the accompanying drawings in which:
The present invention extends to systems, methods, and apparatus configured to detect whether an RF transmission comes from a cellular or other RF transmitting device and whether that transmission comes from within or outside of a defined space. In some embodiments, the transmission or other operation of a wireless device is detectable within an operator area of human operated machinery. In particular, embodiments of the present invention provide apparatus, systems, and methods for determining whether a detected radio signal originates from within the operator's area of the human operated machinery or from a location outside of the operators area. For example, systems described herein provide embodiments for determining whether a radio signal is being generated and transmitted from within the cab of a vehicle or from a source outside of the vehicle.
Some existing systems have attempted to detect the location of a mobile device relative to a vehicle based on a detected power of the signal emitted from the mobile device, as detected by one or more receiving antennas. However, this is problematic for several reasons. For example, mobile devices can be serviced by several different providers, and each mobile device will typically only communicate with the communication towers associated with the respective service providers. The further the mobile devices are positioned from the towers, the more signaling power is typically required and utilized by the mobile devices. As such, multiple mobile devices may be present within a relatively confined area, and each device may be transmitting at significantly different power levels based upon the distance between each mobile device and its respective service provider's tower.
Furthermore, the radio signals emitted from mobile devices will reflect off of various surfaces of the vehicle/machinery so that the receiving antenna(s) will detect multiple instances of the same signals at various attenuated or intensified power levels. This multi-path effect is similar to an echo reverberating in a canyon, such that in such a small confined space it is practically impossible to detect the exact location of the originating source. The foregoing problem is even further exacerbated when multiple mobile devices are utilized at the same time within a relatively close proximity.
Accordingly, for at least the foregoing reasons, it can be difficult to detect the location of an emitted mobile device RF signal based solely on the detected power of that emitted RF signal.
By way of example, a trucking company may desire to enforce no-phone policies within their truck fleet. However, it will be appreciated that the monitored truck may be surrounded by other vehicles or pedestrians that are using their own mobile phones while that monitored truck drives within a city or on a highway. Radio frequencies from each of these mobile phones may enter into and travel through the operator area of the truck at various power levels. As such, simply detecting the presence of radio frequencies within the cab of the truck may be insufficient to determine whether a mobile phone is being used within the truck. Additionally, numerous false positives may be detected, potentially resulting in a truck driver being inappropriately reprimanded.
As such, at least one embodiment described herein, provides a system for distinguishing between RF transmissions that originate from within the operator area of a machine and those that originate from outside of the operator area. In at least one embodiment, a first antenna is placed within the operator area of the machine, and a second antenna is placed external to the operator area. As defined herein, the term “operator area” refers to any area of a vehicle or machinery, including human operated devices, wherein a human operator can be positioned. The operator area is preferably constrained by a frame and is at least partially enclosed. The operator area can also include controls for controlling the vehicle or machinery. However, in this regard, it will be appreciated that the operator area can also include passenger area where a passenger can be positioned during operation of the vehicle or machinery. In some instance, the operator area is very large, such as in a multi-person transport vehicle. In other instances, the operator area is more constrained, such as the cabin of a crane or tractor.
It will be appreciated that the term vehicle and machinery are interchangeable and can refer to any device or other machine that is capable of moving or performing a mechanical process while a person is positioned within the operator area of the machine. For example, a vehicle or machine can refer to a car, a crane, a bulldozer, a mining shovel, a boat, an airplane, or any number of other similar devices or machines.
A radio frequency (RF) attenuator or shield is positioned between the first antenna and the second antenna. As referenced within this application, the ‘RF shield’ and ‘RF attenuator’ are interchangeably used to describe any material, component or medium, either active or inactive, that measurably reduces the signal strength of a radio signal. For example, in at least one embodiment, an RF shield can comprise an electrically conductive material or medium such as a metallic sheet, metallic fabric, metallic screen, metallic paint, or any other electrically conductive material or medium, including highly conductive non-metallic materials. Intentionally or unintentionally positioning an RF shield between the first antenna and the second antenna will, at least to some extent, electromagnetically isolate the antennas from each other such that a signal originating within an operator area will be measurably stronger at the first antenna within an operator area (on an inner side of the RF shield) than at the second antenna positioned outside of the operator area (on an outer side of the RF shield). In some embodiments, the RF shield can provide substantially complete attenuation of signals emitted from the operator area or only partial attenuation of the signals emitted from the operator area.
Some embodiments of the invention also correlate detected transmission from a mobile device with operation of the vehicle/machinery where the mobile device is being utilized. Accordingly, embodiments of the invention can determine whether a machine/vehicle is being operated while a mobile device is ‘powered on, transmitting RF signals, and is located inside or within the operator area of the machine or vehicle’.
The processing unit 130 and the remote computing system 140 each include one or more respective hardware processors and system memory or other storage devices having stored computer-executable instructions which, when executed by the one or more processors, implement the processes described herein, for differentiating whether a signal transmission originates from within or external to an operator area. The processing unit 130 and/or remote computing system 140 can each perform all or any limited portion of the processing required for performing the differentiation described herein. Each of the processing unit 130 and the remote computing system 140 can be a stand-alone computer device or a distributed computing system that incorporates a plurality of other computing devices. While the foregoing embodiment refers to wireless communication between the antennas and the processing unit 130, it will be appreciated that the data received from each antenna can be sent to the remote computing system 140 via one or more wired or wireless communication channels for the comparative analysis to be performed by the remote computing system 140.
In at least one embodiment, the processing unit 130 performs signal analysis to determine whether a detected radio signal is generated from within an operator area of a machine or if the detected radio signal is generated from outside the operator area. The processing unit 130 may also be configured to issue mentoring messages within the operator area, such as to turn the wireless device off, to turn the machine off (or otherwise influence the operation of the machine), and/or to prepare a report on the detected radio signal. The prepared report can either be saved locally for later download or transmitted to the remote computing system 140 for access by a third party. The processing unit 130 can also transmit the report to the remote computing system 140 in real-time or at some other time interval. In alternate embodiments, the processing unit 130 performs basic signal analysis on the detected signal and transmits data to the remote computing system 140 for the further processing described herein.
In at least one embodiment, the roof of the car 200 functions as the RF shield 120. In some instances, the vehicle's roof is not constructed of a material or medium that sufficiently attenuates the RF transmissions originating from within that vehicle. In those instances, a material or medium can be introduced between antenna 100 and antenna 110 such that the additional material or medium can function as an RF shield. In some embodiments, the base or mounting plate of the first and/or second antenna is configured with a sufficient size and material property to effectively operate as the RF shield.
It will be appreciated that the first antenna 100 and the second antenna 110 can be positioned in locations other than those depicted in
It will also be appreciated that the first antenna(s) 100 and the second antenna(s) 110 can be of the same antenna type or of different antenna types. By way of example, and not limitation, in the case that both antennas are of the same type, the first antenna and the second antenna may both be omnidirectional. In contrast, in the case that the first antenna 100 and the second antenna 110 are of a different type, the first antenna 100 can comprise a directional antenna, while the second antenna can comprise an omnidirectional antenna. Though only a couple of antenna types are mentioned herein, one will understand that the first antenna 100 and the second antenna 110 can comprise a variety of different antenna types and still function as described.
In addition to not being limited to a particular antenna type, one will understand that the depiction of a car in
In the depicted example, the external mobile phone 210 may be associated with a pedestrian talking on a phone as the car 200 from
Also depicted in
Both composite signals received by the first antenna 100 and the second antenna 310 can be passed through filters 300, 310. In particular, the filters 300, 310 can include band pass filters that are configured to filter out radio frequencies that do not relate to devices of interest. For example, the filters 300, 310 can be configured to pass through frequencies related to Wi-Fi, cellular phone use, Bluetooth use, and other frequencies of interest, but ignore and/or filter out frequencies related to AM and FM radio transmission, television transmission, and other similar frequencies that are not related to devices of interest. As depicted in
In at least one embodiment after filtering, corresponding to full attenuation shielding, the composite signal from the second antenna 110 can be subtracted from the composite signal from the first antenna 100. Subtracting the composite 350 signal from the second antenna 110 from the composite signal 340 received by the first antenna 100 will cause the similar signal components detected by the second antenna 110 to be removed from the same signal components detected by the first antenna 100. Accordingly, with reference to
In at least one embodiment, removing signals detected by the second antenna 110 from the signals detected by the first antenna 100 can functionally remove ambient noise from the signal detected by the first antenna 100. In other words, subtracting the signal 350 from signal 340 can result in a signal that comprises components that were predominantly generated on the same side of the RF shield 120 as the first antenna 100.
The resulting signal 360 can be transmitted to a processing unit 130 and/or forwarded to a remote computing system 140 (not shown) that can individually or cooperatively determine that a mobile phone was in use within the operator area of the car 200. The processing unit 130 and/or remote computing system 140 can also determine whether the car 200 or other machine was being operated at the time of the detected mobile phone use.
In at least one embodiment, the processing unit 130 can determine if a mobile phone is in use within the operator area of the car by identifying if the power contained within signal 360 rises above a threshold. One will understand that even after subtracting signal 350 from signal 340, additional radio signals may be present within the operator area of the car 200—even though no wireless device is present within the operator area, such as signals generated by the car itself or other signals reflected within the car that originated from outside of the car. Accordingly, in at least one embodiment, a threshold is used to determine if signal 360 indicates that a device is active within the operator area. The threshold can be a pre-defined threshold or an adjustable threshold that accounts for any of the original signal strength, the type of signal detected, the frequency of the signal, and/or historical detected signal characteristics.
In some embodiments, the shielding between the interior and exterior antennas is only sufficient to partially attenuate a signal emitted from the operator area of a vehicle or other machinery. For instance, the emitted signal can be reflected out of the operator area until it is detected by the exterior antenna(s). Additionally, when the shielding fails to fully prevent transmission of the signal through the shielding, the exterior antenna(s) will be able to detect a partially attenuated signal corresponding to the emitted transmission.
For example,
For example, signal component 442 from signal 440 can be correlated with signal component 452 from signal 450. In addition to identifying sufficient correlation between signal component 452 and signal component 442, processing unit 130 can also identify differences in amplitude between the correlated signal components. For example, the processing unit can determine that signal component 452 and signal component 442 appear to have significantly similar waveforms. As such, the processing unit 130 can determine that both signal component 442 and signal component 452 originated from outside of an operators area because neither signal appears to have been significantly attenuated by the RF shield 120.
The processing unit 130 can also correlate signal component 444 and signal component 454. In this case, however, the processing unit 130 can identify a significant difference in amplitude between signal component 444 and signal component 454. Based upon the identified difference in amplitude, the processing unit 130 can determine that signal component 440 originated within the operating area and that the resulting signal component 454 was attenuated by the RF shield 120 before reaching the second antenna 110.
One will understand that the depicted signal components 452, 442, 444, 454 are merely illustrative of a particular embodiment. In practice, the signal components may comprise carrier waves, phase information, frequency information, and other similar signal traits. The signal components 452, 442, 444, 454 in
Upon determining that a signal is being generated from within the operator area, the processing unit 130 can transmit a mentoring message to occupants of the operator area that instruct the user to discontinue use of the mobile device, discontinue use of the vehicle/machinery, transmit the data to a remote computing system (not shown), and/or otherwise store the information for later access.
The processing unit 130 can also identify unique characteristics of the identified signal that is being generated within the operator area and store these identified unique characteristics for further processing. These identified unique characteristics can be used, for instance, to later verify that the detected phone belonged to an individual that was present within the operator area and that is associated with a user account that identifies the phone of the user as well as the vehicle. The identified unique characteristics may also be used later to more easily identify when a signal is being generated from within the operator area, which can also be correlated with driving records and phone log records.
In at least one embodiment, the processing unit 130 can comprise a network analyzer, or perform at least some functions of a network analyzer. For example, the processing unit 130 can be used to determine the type of signal being broadcast (i.e., SMS text, phone call, data connection, etc.). Additionally, the processing unit 130 may be able to determine a destination of the signal, as well as the origination device. Also, in at least one embodiment, the processing unit 130 may be able to identify whether the signal is directed towards an emergency service.
Further, in at least one embodiment, the remote computing system (140 from
In an alternative embodiment, the remote computing system 140 first identifies that a mobile device that is associated with a particular user account is active. In this case, “active” can include the phone transmitting information, the phone receiving information, an application being executed on the phone, the phone being powered on, the phone being in a low power state, and/or the phone otherwise performing an electronic function. The remote computing system 140 can identify that the mobile device is active by communicating with a cellular carrier that is associated with the user account, by directly accessing an application running on the mobile device, by accessing information received from a cellular tower, or through any number of other methods for identifying a powered on mobile device.
Once the remote computing system 140 determines that a mobile device is active, the remote computing system 140 can access the processing unit 130 within the vehicle or machine to determine if a wireless signal is being generated within the operator area, using the methods and systems described above. In at least one embodiment, this may provide more reliable results because the remote computing system 140 first determines that a mobile device of interest is active, and then determines if a mobile device is being used within the operator area, instead of continually attempting to distinguish between internally originating and externally originating signals.
Accordingly,
As described above, the proliferation of wireless devices has significantly increased the likelihood of radio signals being detectable within an operator area of a machine, even though those radio signals were not generated within the operator area. As such, the present systems, apparatus, and methods provide a solution to a growing problem.
In addition to the foregoing, embodiments of the present invention can also be described in terms of methods comprising one or more acts for accomplishing a particular result. Along these lines,
For example,
Similar to the description above,
Comparison of the signals can also include comparing different composite signals. For example,
One will understand, however, that other methods of comparing the signals can be used as equivalents to the method described herein. It will also be appreciated that signal strength measurements can be tracked at various times and with various sample rates to determine whether a stronger signal is detected by the first antenna within the operator area as opposed to the signal strength detected by the second antenna located outside of the operator area at the various sample times.
Comparing the first and second signals can also include scraping the metadata, patterns and/or signatures from the first and/or second signals to differentiate and/or distinguish particular signal types or to associate a particular signal with a particular user mobile device or account, as generally suggested above.
In an alternative embodiment, the relative origination of the signals can be determined without directly comparing the signals. For example, the signal strengths of each respective signal can be entered into an equation and then the resulting value can be compared to a baseline value to determine whether the signal originated from within the operator area. In this example, the actual signals are not compared to each other.
With regard to sampling the various signals, it will be appreciated that the processing unit 130 and the remote computing system 140 can also be configured to sample and record the types and strengths of the signals detected the antennas at any desired intervals. In some instances, the sampling is only performed during operation of the vehicle/machine. In other instances, sampling is performed periodically at a fixed interval rate. In yet other instances, the sampling is performed at different variable interval rates responsively to different detected circumstances, such as, but not limited to times of the day, speed of the vehicle, location of the vehicle/machinery, detected number of occupants in the vehicle/machinery, administrator preferences, and so forth.
The various acts shown in
As an example of at least one embodiment for comparing the first and second signals,
As an additional example of at least one embodiment for comparing the first and second signals,
Accordingly, act 640 can comprise identifying, within the first signal, sub-components, or individual signals, that are associated with single devices and correlating those identified individual signals with sub-components, or individual signals, within the second signal that are associated with the same respective device. Sub-components from the first signal can be matched with sub-components from the second signal by comparing scraped data, such as metadata, by comparing frequency and channel information, by matching patterns of the sub-components within the first signal with patterns of sub-components with the second signal, or by any other known method of signal matching.
Accordingly,
The present invention may be embodied in other specific forms without departing from its spirit or essential characteristics. For instance, while the foregoing embodiments have been described with specific reference to differentiating whether a mobile device is on and/or is transmitting signals from within an operator area of a vehicle/machinery, based on the use of two antennas and an RF shield interposed between the two antennas, it will be appreciated that the inventive concepts of the present invention can also extend to the use of the antennas and RF shield to differentiate whether a mobile device is active or being utilized within any predetermined location or facility by positioning the RF shield on a wall of the facility and by positioning the antennas on opposing sides of the RF shield.
The described embodiments are to be considered in all respects only as illustrative and not restrictive. The scope of the invention is, therefore, indicated by the appended claims rather than by the foregoing description. All changes that come within the meaning and range of equivalency of the claims are to be embraced within their scope.
This application claims the benefit of and priority to U.S. Provisional Patent Application Ser. No. 61/897,648 filed on Oct. 30, 2013 and entitled “WIRELESS DEVICE DETECTION USING MULTIPLE ANTENNAS SEPARATED BY AN RF SHIELD,” which application is expressly incorporated herein by reference in its entirety.
Number | Name | Date | Kind |
---|---|---|---|
1767325 | Taylor | Jun 1930 | A |
3975708 | Lusk | Aug 1976 | A |
4344136 | Panik | Aug 1982 | A |
4369427 | Drebinger et al. | Jan 1983 | A |
4395624 | Wartski | Jul 1983 | A |
4419654 | Funk | Dec 1983 | A |
4458535 | Juergens | Jul 1984 | A |
4785280 | Fubini | Nov 1988 | A |
4843578 | Wade | Jun 1989 | A |
4926417 | Futami | May 1990 | A |
4939652 | Steiner | Jul 1990 | A |
5006829 | Miyamoto et al. | Apr 1991 | A |
5032821 | Domanico | Jul 1991 | A |
5074144 | Krofchalk et al. | Dec 1991 | A |
5119504 | Durboraw, III | Jun 1992 | A |
5223844 | Mansell et al. | Jun 1993 | A |
5225842 | Brown et al. | Jul 1993 | A |
5266922 | Smith et al. | Nov 1993 | A |
5303163 | Ebaugh et al. | Apr 1994 | A |
5305214 | Komatsu | Apr 1994 | A |
5309139 | Austin | May 1994 | A |
5311197 | Sorden et al. | May 1994 | A |
5325082 | Rodriguez | Jun 1994 | A |
5347260 | Ginzel | Sep 1994 | A |
5359528 | Haendel | Oct 1994 | A |
5365114 | Tsurushima | Nov 1994 | A |
5365451 | Wang et al. | Nov 1994 | A |
5381155 | Gerber | Jan 1995 | A |
5394136 | Lammers | Feb 1995 | A |
5400018 | Scholl | Mar 1995 | A |
5414432 | Penny, Jr. et al. | May 1995 | A |
5422624 | Smith | Jun 1995 | A |
5424584 | Matsuda | Jun 1995 | A |
5430432 | Camhi | Jul 1995 | A |
5436612 | Aduddell | Jul 1995 | A |
5436837 | Gerstung | Jul 1995 | A |
5446659 | Yamawaki | Aug 1995 | A |
5453939 | Hoffman | Sep 1995 | A |
5457439 | Kuhn | Oct 1995 | A |
5475597 | Buck | Dec 1995 | A |
5485161 | Vaughn | Jan 1996 | A |
5499182 | Ousborne | Mar 1996 | A |
5521579 | Bernhard | May 1996 | A |
5521580 | Kaneko | May 1996 | A |
5525960 | McCall | Jun 1996 | A |
5546305 | Kondo | Aug 1996 | A |
5548273 | Nicol | Aug 1996 | A |
5581464 | Woll | Dec 1996 | A |
5586130 | Doyle | Dec 1996 | A |
5600558 | Mearek | Feb 1997 | A |
5612875 | Haendel | Mar 1997 | A |
5625337 | Medawar | Apr 1997 | A |
5642284 | Parupalli | Jun 1997 | A |
5648755 | Yagihashi | Jul 1997 | A |
5659289 | Zonkoski | Aug 1997 | A |
5689067 | Klein | Nov 1997 | A |
5708417 | Tallman | Jan 1998 | A |
5717374 | Smith | Feb 1998 | A |
5719771 | Buck | Feb 1998 | A |
5723768 | Ammon | Mar 1998 | A |
5740548 | Hudgens | Apr 1998 | A |
5742915 | Stafford | Apr 1998 | A |
5751245 | Janky et al. | May 1998 | A |
5764139 | Nojima | Jun 1998 | A |
5767767 | Lima | Jun 1998 | A |
5777580 | Janky et al. | Jul 1998 | A |
5795997 | Gittins | Aug 1998 | A |
5797134 | McMillan et al. | Aug 1998 | A |
5801618 | Jenkins et al. | Sep 1998 | A |
5801948 | Wood | Sep 1998 | A |
5815071 | Doyle | Sep 1998 | A |
5819198 | Peretz | Oct 1998 | A |
5825283 | Camhi | Oct 1998 | A |
5825284 | Dunwoody | Oct 1998 | A |
5829782 | Breed et al. | Nov 1998 | A |
5844475 | Horie | Dec 1998 | A |
5847271 | Poublon | Dec 1998 | A |
5862500 | Goodwin | Jan 1999 | A |
5867093 | Dodd | Feb 1999 | A |
5877678 | Donoho | Mar 1999 | A |
5880674 | Ufkes | Mar 1999 | A |
5880958 | Helms et al. | Mar 1999 | A |
5883594 | Lau | Mar 1999 | A |
5892434 | Carlson | Apr 1999 | A |
5907277 | Tokunaga | May 1999 | A |
5914654 | Smith | Jun 1999 | A |
5918180 | Dimino | Jun 1999 | A |
5926087 | Busch | Jul 1999 | A |
5928291 | Jenkins et al. | Jul 1999 | A |
5941915 | Federle et al. | Aug 1999 | A |
5945919 | Trask | Aug 1999 | A |
5949330 | Hoffman | Sep 1999 | A |
5949331 | Schofield | Sep 1999 | A |
5954781 | Slepian | Sep 1999 | A |
5955942 | Slifkin | Sep 1999 | A |
5957986 | Coverdill | Sep 1999 | A |
5964816 | Kincaid | Oct 1999 | A |
5969600 | Tanguay | Oct 1999 | A |
5974356 | Doyle et al. | Oct 1999 | A |
5978737 | Pawlowski | Nov 1999 | A |
5982278 | Cuvelier | Nov 1999 | A |
5987976 | Sarangapani | Nov 1999 | A |
5999125 | Kurby | Dec 1999 | A |
6002327 | Boesch | Dec 1999 | A |
6008724 | Thompson | Dec 1999 | A |
6018293 | Smith | Jan 2000 | A |
6026292 | Coppinger et al. | Feb 2000 | A |
6028508 | Mason | Feb 2000 | A |
6028510 | Tamam | Feb 2000 | A |
6037861 | Ying | Mar 2000 | A |
6037862 | Ying | Mar 2000 | A |
6038496 | Dobler | Mar 2000 | A |
6044315 | Honeck | Mar 2000 | A |
6059066 | Lary | May 2000 | A |
6064886 | Perez et al. | May 2000 | A |
6064928 | Wilson | May 2000 | A |
6064970 | McMillan et al. | May 2000 | A |
6067008 | Smith | May 2000 | A |
6067009 | Hozuka | May 2000 | A |
6072388 | Kyrtsos | Jun 2000 | A |
6073007 | Doyle | Jun 2000 | A |
6075458 | Ladner et al. | Jun 2000 | A |
6078853 | Ebner | Jun 2000 | A |
6081188 | Kutlucinar | Jun 2000 | A |
6084870 | Wooten et al. | Jul 2000 | A |
6094149 | Wilson | Jul 2000 | A |
6098048 | Dashefsky | Aug 2000 | A |
6100792 | Ogino | Aug 2000 | A |
6104282 | Fragoso | Aug 2000 | A |
6108591 | Segal et al. | Aug 2000 | A |
6112145 | Zachman | Aug 2000 | A |
6121922 | Mohan | Sep 2000 | A |
6122591 | Pomerantz | Sep 2000 | A |
6130608 | McKeown | Oct 2000 | A |
6131067 | Girerd et al. | Oct 2000 | A |
6133827 | Alvey | Oct 2000 | A |
6141610 | Rothert | Oct 2000 | A |
6147598 | Murphy | Nov 2000 | A |
6172602 | Hasfjord | Jan 2001 | B1 |
6178374 | Mohlenkamp et al. | Jan 2001 | B1 |
6184784 | Shibuya | Feb 2001 | B1 |
6185501 | Smith | Feb 2001 | B1 |
6188315 | Herbert et al. | Feb 2001 | B1 |
6195015 | Jacobs et al. | Feb 2001 | B1 |
6198995 | Settles | Mar 2001 | B1 |
6204756 | Senyk | Mar 2001 | B1 |
6204757 | Evans | Mar 2001 | B1 |
6208240 | Ledesma | Mar 2001 | B1 |
6212455 | Weaver | Apr 2001 | B1 |
6216066 | Goebel | Apr 2001 | B1 |
6222458 | Harris | Apr 2001 | B1 |
6225898 | Kamiya | May 2001 | B1 |
6227862 | Harkness | May 2001 | B1 |
6229438 | Kutlucinar | May 2001 | B1 |
6232873 | Dilz | May 2001 | B1 |
6246933 | Bague | Jun 2001 | B1 |
6246948 | Thakker | Jun 2001 | B1 |
6247360 | Anderson | Jun 2001 | B1 |
6249219 | Perez | Jun 2001 | B1 |
6253129 | Jenkins et al. | Jun 2001 | B1 |
6255892 | Gartner | Jul 2001 | B1 |
6255939 | Roth | Jul 2001 | B1 |
6256558 | Sugiura et al. | Jul 2001 | B1 |
6262657 | Okuda et al. | Jul 2001 | B1 |
6262658 | O'Connor | Jul 2001 | B1 |
6265989 | Taylor | Jul 2001 | B1 |
6278361 | Magiawala | Aug 2001 | B1 |
6285931 | Hattori | Sep 2001 | B1 |
6289332 | Menig | Sep 2001 | B2 |
6294988 | Shomura | Sep 2001 | B1 |
6294989 | Schofield | Sep 2001 | B1 |
6295492 | Lang | Sep 2001 | B1 |
6297768 | Allen, Jr. | Oct 2001 | B1 |
6301533 | Markow | Oct 2001 | B1 |
6306063 | Horgan et al. | Oct 2001 | B1 |
6308120 | Good | Oct 2001 | B1 |
6308134 | Croyle et al. | Oct 2001 | B1 |
6313742 | Larson | Nov 2001 | B1 |
6320497 | Fukumoto | Nov 2001 | B1 |
6331825 | Ladner et al. | Dec 2001 | B1 |
6333686 | Waltzer | Dec 2001 | B1 |
6337653 | Bchler | Jan 2002 | B1 |
6339739 | Folke | Jan 2002 | B1 |
6339745 | Novik | Jan 2002 | B1 |
6344805 | Yasui | Feb 2002 | B1 |
6351211 | Bussard | Feb 2002 | B1 |
6353778 | Brown | Mar 2002 | B1 |
6356188 | Meyers | Mar 2002 | B1 |
6356822 | Diaz | Mar 2002 | B1 |
6356833 | Jeon | Mar 2002 | B2 |
6356836 | Adolph | Mar 2002 | B1 |
6359554 | Skibinski | Mar 2002 | B1 |
6362730 | Razavi | Mar 2002 | B2 |
6362734 | McQuade | Mar 2002 | B1 |
6366199 | Osborn | Apr 2002 | B1 |
6378959 | Lesesky | Apr 2002 | B2 |
6389340 | Rayner | May 2002 | B1 |
6393348 | Ziegler | May 2002 | B1 |
6401029 | Kubota et al. | Jun 2002 | B1 |
6404629 | Hsu | Jun 2002 | B1 |
6405112 | Rayner | Jun 2002 | B1 |
6405128 | Bechtolsheim et al. | Jun 2002 | B1 |
6415226 | Kozak | Jul 2002 | B1 |
6417764 | Tonkin | Jul 2002 | B2 |
6424268 | Isonaga | Jul 2002 | B1 |
6427687 | Kirk | Aug 2002 | B1 |
6430488 | Goldman | Aug 2002 | B1 |
6433681 | Foo | Aug 2002 | B1 |
6438472 | Tano et al. | Aug 2002 | B1 |
6441732 | Laitsaari | Aug 2002 | B1 |
6449540 | Rayner | Sep 2002 | B1 |
6452910 | Vij et al. | Sep 2002 | B1 |
6459365 | Tamura | Oct 2002 | B2 |
6459367 | Green | Oct 2002 | B1 |
6459369 | Wang et al. | Oct 2002 | B1 |
6459961 | Obradovich | Oct 2002 | B1 |
6459969 | Bates | Oct 2002 | B1 |
6462675 | Humphrey | Oct 2002 | B1 |
6472979 | Schofield | Oct 2002 | B2 |
6476763 | Allen, Jr. | Nov 2002 | B2 |
6480106 | Crombez | Nov 2002 | B1 |
6484035 | Allen, Jr. | Nov 2002 | B2 |
6484091 | Shibata | Nov 2002 | B2 |
6493650 | Rodgers | Dec 2002 | B1 |
6512969 | Wang et al. | Jan 2003 | B1 |
6515596 | Awada | Feb 2003 | B2 |
6519512 | Haas | Feb 2003 | B1 |
6523912 | Bond et al. | Feb 2003 | B1 |
6525672 | Chainer | Feb 2003 | B2 |
6526341 | Bird et al. | Feb 2003 | B1 |
6529159 | Fan et al. | Mar 2003 | B1 |
6535166 | Zhou | Mar 2003 | B1 |
6542074 | Tharman | Apr 2003 | B1 |
6542794 | Obradovich | Apr 2003 | B2 |
6552682 | Fan et al. | Apr 2003 | B1 |
6556905 | Mittelsteadt | Apr 2003 | B1 |
6559769 | Anthony | May 2003 | B2 |
6564126 | Lin | May 2003 | B1 |
6567000 | Slifkin | May 2003 | B2 |
6571168 | Murphy | May 2003 | B1 |
6577946 | Myr | Jun 2003 | B2 |
6587759 | Obradovich | Jul 2003 | B2 |
6594579 | Lowrey | Jul 2003 | B1 |
6599243 | Woltermann | Jul 2003 | B2 |
6600985 | Weaver | Jul 2003 | B2 |
6604033 | Banet | Aug 2003 | B1 |
6609063 | Bender et al. | Aug 2003 | B1 |
6609064 | Dean | Aug 2003 | B1 |
6611740 | Lowrey | Aug 2003 | B2 |
6611755 | Coffee | Aug 2003 | B1 |
6622085 | Amita et al. | Sep 2003 | B1 |
6629029 | Giles | Sep 2003 | B1 |
6630884 | Shanmugham | Oct 2003 | B1 |
6631322 | Arthur et al. | Oct 2003 | B1 |
6636790 | Lightner | Oct 2003 | B1 |
6638512 | Lee | Oct 2003 | B1 |
6643578 | Levine | Nov 2003 | B2 |
6651001 | Apsell | Nov 2003 | B2 |
6654682 | Kane et al. | Nov 2003 | B2 |
6657540 | Knapp | Dec 2003 | B2 |
6662013 | Takiguchi et al. | Dec 2003 | B2 |
6662141 | Kaub | Dec 2003 | B2 |
6664922 | Fan | Dec 2003 | B1 |
6665613 | Duvall | Dec 2003 | B2 |
6674362 | Yoshioka | Jan 2004 | B2 |
6675085 | Straub | Jan 2004 | B2 |
6677854 | Dix | Jan 2004 | B2 |
6678612 | Khawam | Jan 2004 | B1 |
6696932 | Skibinski | Feb 2004 | B2 |
6701234 | Vogelsang | Mar 2004 | B1 |
6703925 | Steffel | Mar 2004 | B2 |
6714894 | Tobey et al. | Mar 2004 | B1 |
6718235 | Borugian | Apr 2004 | B1 |
6718239 | Rayner | Apr 2004 | B2 |
6720889 | Yamaki et al. | Apr 2004 | B2 |
6727809 | Smith | Apr 2004 | B1 |
6728542 | Meda | Apr 2004 | B2 |
6728605 | Lash | Apr 2004 | B2 |
6732031 | Lighter | May 2004 | B1 |
6732032 | Banet | May 2004 | B1 |
6737962 | Mayor | May 2004 | B2 |
6741169 | Magiawala | May 2004 | B2 |
6741170 | Alrabady | May 2004 | B2 |
6745153 | White | Jun 2004 | B2 |
6748322 | Fernandez | Jun 2004 | B1 |
6750761 | Newman | Jun 2004 | B1 |
6750762 | Porter | Jun 2004 | B1 |
6756916 | Yanai | Jun 2004 | B2 |
6759952 | Dunbridge | Jul 2004 | B2 |
6766244 | Obata et al. | Jul 2004 | B2 |
6768448 | Farmer | Jul 2004 | B2 |
6775602 | Gordon | Aug 2004 | B2 |
6778068 | Wolfe | Aug 2004 | B2 |
6778885 | Agashe et al. | Aug 2004 | B2 |
6784793 | Gagnon | Aug 2004 | B2 |
6784832 | Knockeart et al. | Aug 2004 | B2 |
6788196 | Ueda | Sep 2004 | B2 |
6788207 | Wilkerson | Sep 2004 | B2 |
6792339 | Basson | Sep 2004 | B2 |
6795017 | Puranik et al. | Sep 2004 | B1 |
6798354 | Schuessler | Sep 2004 | B2 |
6803854 | Adams et al. | Oct 2004 | B1 |
6807481 | Gastelum | Oct 2004 | B1 |
6810321 | Cook | Oct 2004 | B1 |
6813549 | Good | Nov 2004 | B2 |
6819236 | Kawai | Nov 2004 | B2 |
6822557 | Weber | Nov 2004 | B1 |
6832141 | Skeen et al. | Dec 2004 | B2 |
6845314 | Fosseen | Jan 2005 | B2 |
6845316 | Yates | Jan 2005 | B2 |
6845317 | Craine | Jan 2005 | B2 |
6847871 | Malik et al. | Jan 2005 | B2 |
6847872 | Bodin | Jan 2005 | B2 |
6847873 | Li | Jan 2005 | B1 |
6847887 | Casino | Jan 2005 | B1 |
6850841 | Casino | Feb 2005 | B1 |
6853910 | Oesterling | Feb 2005 | B1 |
6859039 | Horie | Feb 2005 | B2 |
6859695 | Klausner | Feb 2005 | B2 |
6865457 | Mittelsteadt | Mar 2005 | B1 |
6867733 | Sandhu et al. | Mar 2005 | B2 |
6868386 | Henderson et al. | Mar 2005 | B1 |
6870469 | Ueda | Mar 2005 | B2 |
6873253 | Veziris | Mar 2005 | B2 |
6873261 | Anthony | Mar 2005 | B2 |
6879894 | Lightner | Apr 2005 | B1 |
6885293 | Okumura | Apr 2005 | B2 |
6892131 | Coffee | May 2005 | B2 |
6894606 | Forbes et al. | May 2005 | B2 |
6895332 | King | May 2005 | B2 |
6909398 | Knockeart et al. | Jun 2005 | B2 |
6909947 | Douros et al. | Jun 2005 | B2 |
6914523 | Munch | Jul 2005 | B2 |
6922133 | Wolfe | Jul 2005 | B2 |
6922571 | Kinoshita | Jul 2005 | B1 |
6922616 | Obradovich | Jul 2005 | B2 |
6922622 | Dulin | Jul 2005 | B2 |
6925425 | Remboski | Aug 2005 | B2 |
6928348 | Lightner | Aug 2005 | B1 |
6937162 | Tokitsu | Aug 2005 | B2 |
6950013 | Scaman | Sep 2005 | B2 |
6954140 | Holler | Oct 2005 | B2 |
6958976 | Kikkawa | Oct 2005 | B2 |
6960168 | Yanagidaira et al. | Nov 2005 | B2 |
6965827 | Wolfson | Nov 2005 | B1 |
6968311 | Knockeart et al. | Nov 2005 | B2 |
6970075 | Cherouny | Nov 2005 | B2 |
6970783 | Knockeart et al. | Nov 2005 | B2 |
6972669 | Saito | Dec 2005 | B2 |
6980131 | Taylor | Dec 2005 | B1 |
6981565 | Gleacher | Jan 2006 | B2 |
6982636 | Bennie | Jan 2006 | B1 |
6983200 | Bodin | Jan 2006 | B2 |
6988033 | Lowrey | Jan 2006 | B1 |
6988034 | Marlatt et al. | Jan 2006 | B1 |
6989739 | Li | Jan 2006 | B2 |
7002454 | Gustafson | Feb 2006 | B1 |
7002579 | Olson | Feb 2006 | B2 |
7005975 | Lehner | Feb 2006 | B2 |
7006820 | Parker et al. | Feb 2006 | B1 |
7012632 | Freeman et al. | Mar 2006 | B2 |
7019641 | Lakshmanan | Mar 2006 | B1 |
7020548 | Saito et al. | Mar 2006 | B2 |
7023321 | Brillon et al. | Apr 2006 | B2 |
7023332 | Saito | Apr 2006 | B2 |
7024318 | Fischer | Apr 2006 | B2 |
7027808 | Wesby | Apr 2006 | B2 |
7034705 | Yoshioka | Apr 2006 | B2 |
7038578 | Will | May 2006 | B2 |
7042347 | Cherouny | May 2006 | B2 |
7047114 | Rogers | May 2006 | B1 |
7049941 | Rivera-Cintron | May 2006 | B2 |
7054742 | Khavakh et al. | May 2006 | B2 |
7059689 | Lesesky | Jun 2006 | B2 |
7065349 | Nath et al. | Jun 2006 | B2 |
7069126 | Bernard | Jun 2006 | B2 |
7069134 | Williams | Jun 2006 | B2 |
7072753 | Eberle | Jul 2006 | B2 |
7081811 | Johnston | Jul 2006 | B2 |
7084755 | Nord | Aug 2006 | B1 |
7088225 | Yoshioka | Aug 2006 | B2 |
7089166 | Smith | Aug 2006 | B2 |
7091880 | Sorensen | Aug 2006 | B2 |
7098812 | Hirota | Aug 2006 | B2 |
7099750 | Miyazawa | Aug 2006 | B2 |
7099774 | King | Aug 2006 | B2 |
7102496 | Ernst | Sep 2006 | B1 |
7109850 | Kawazoe et al. | Sep 2006 | B2 |
7109853 | Mattson | Sep 2006 | B1 |
7113081 | Reichow | Sep 2006 | B1 |
7113107 | Taylor | Sep 2006 | B2 |
7117075 | Larschan et al. | Oct 2006 | B1 |
7119696 | Borugian | Oct 2006 | B2 |
7124027 | Ernst | Oct 2006 | B1 |
7124088 | Bauer et al. | Oct 2006 | B2 |
7129825 | Weber | Oct 2006 | B2 |
7132934 | Allison | Nov 2006 | B2 |
7132937 | Lu | Nov 2006 | B2 |
7132938 | Suzuki | Nov 2006 | B2 |
7133755 | Salman | Nov 2006 | B2 |
7135983 | Filippov | Nov 2006 | B2 |
7138916 | Schwartz | Nov 2006 | B2 |
7139661 | Holze | Nov 2006 | B2 |
7145442 | Wai | Dec 2006 | B1 |
7149206 | Pruzan | Dec 2006 | B2 |
7155259 | Bauchot et al. | Dec 2006 | B2 |
7155321 | Bromley et al. | Dec 2006 | B2 |
7161473 | Hoshal | Jan 2007 | B2 |
7164986 | Humphries | Jan 2007 | B2 |
7170390 | Quinones | Jan 2007 | B2 |
7170400 | Cowelchuk | Jan 2007 | B2 |
7174243 | Lightner | Feb 2007 | B1 |
7180407 | Guo | Feb 2007 | B1 |
7180409 | Brey | Feb 2007 | B2 |
7187271 | Nagata | Mar 2007 | B2 |
7188025 | Hudson, Jr. | Mar 2007 | B2 |
7196629 | Ruoss | Mar 2007 | B2 |
7197500 | Israni et al. | Mar 2007 | B1 |
7216022 | Kynast et al. | May 2007 | B2 |
7216035 | Hortner | May 2007 | B2 |
7218211 | Ho | May 2007 | B2 |
7222009 | Hijikata | May 2007 | B2 |
7225065 | Hunt | May 2007 | B1 |
7228211 | Lowrey | Jun 2007 | B1 |
7233235 | Pavlish | Jun 2007 | B2 |
7236862 | Kanno | Jun 2007 | B2 |
7239948 | Nimmo | Jul 2007 | B2 |
7256686 | Koutsky | Aug 2007 | B2 |
7256700 | Ruocco | Aug 2007 | B1 |
7256702 | Isaacs | Aug 2007 | B2 |
7260497 | Watabe | Aug 2007 | B2 |
RE39845 | Hasfjord | Sep 2007 | E |
7269507 | Cayford | Sep 2007 | B2 |
7269530 | Lin | Sep 2007 | B1 |
7271716 | Nou | Sep 2007 | B2 |
7273172 | Olsen | Sep 2007 | B2 |
7280046 | Berg | Oct 2007 | B2 |
7283904 | Benjamin | Oct 2007 | B2 |
7286917 | Hawkins | Oct 2007 | B2 |
7286929 | Staton | Oct 2007 | B2 |
7289024 | Sumcad | Oct 2007 | B2 |
7289035 | Nathan | Oct 2007 | B2 |
7292152 | Torkkola | Nov 2007 | B2 |
7292159 | Culpepper | Nov 2007 | B2 |
7298248 | Finley | Nov 2007 | B2 |
7298249 | Avery | Nov 2007 | B2 |
7301445 | Moughler | Nov 2007 | B2 |
7308247 | Thompson et al. | Dec 2007 | B2 |
7317383 | Ihara | Jan 2008 | B2 |
7317392 | DuRocher | Jan 2008 | B2 |
7317927 | Staton | Jan 2008 | B2 |
7319848 | Obradovich | Jan 2008 | B2 |
7321294 | Mizumaki | Jan 2008 | B2 |
7321825 | Ranalli | Jan 2008 | B2 |
7323972 | Nobusawa | Jan 2008 | B2 |
7323974 | Schmid | Jan 2008 | B2 |
7323982 | Staton | Jan 2008 | B2 |
7327239 | Gallant | Feb 2008 | B2 |
7327258 | Fast | Feb 2008 | B2 |
7333883 | Geborek | Feb 2008 | B2 |
7339460 | Lane | Mar 2008 | B2 |
7349782 | Churchill | Mar 2008 | B2 |
7352081 | Taurasi | Apr 2008 | B2 |
7355508 | Mian | Apr 2008 | B2 |
7365639 | Yuhara | Apr 2008 | B2 |
7366551 | Hartley | Apr 2008 | B1 |
7375624 | Hines | May 2008 | B2 |
7376499 | Salman | May 2008 | B2 |
7378946 | Lahr | May 2008 | B2 |
7378949 | Chen | May 2008 | B2 |
7386394 | Shulman | Jun 2008 | B2 |
7397363 | Joao | Jul 2008 | B2 |
7421334 | Dahlgren et al. | Sep 2008 | B2 |
7433889 | Barton | Oct 2008 | B1 |
7447509 | Cossins et al. | Nov 2008 | B2 |
7474264 | Bolduc et al. | Jan 2009 | B2 |
7474269 | Mayer et al. | Jan 2009 | B2 |
7499949 | Barton | Mar 2009 | B2 |
7565230 | Gardner et al. | Jul 2009 | B2 |
7671752 | Sofer | Mar 2010 | B2 |
7697917 | Camp et al. | Apr 2010 | B2 |
7706940 | Itatsu | Apr 2010 | B2 |
7715853 | Frerking et al. | May 2010 | B1 |
7747410 | Van Esch | Jun 2010 | B2 |
7876205 | Catten | Jan 2011 | B2 |
7880642 | Gueziec | Feb 2011 | B2 |
7898388 | Ehrman et al. | Mar 2011 | B2 |
7941258 | Mittelsteadt et al. | May 2011 | B1 |
8044809 | Farmer | Oct 2011 | B2 |
8090598 | Bauer et al. | Jan 2012 | B2 |
8150628 | Hyde et al. | Apr 2012 | B2 |
8311277 | Peleg et al. | Nov 2012 | B2 |
8314708 | Gunderson et al. | Nov 2012 | B2 |
8428307 | Bradai et al. | Apr 2013 | B2 |
8630768 | McClellan et al. | Jan 2014 | B2 |
20010018628 | Jenkins et al. | Aug 2001 | A1 |
20020005895 | Freeman et al. | Jan 2002 | A1 |
20020019703 | Levine | Feb 2002 | A1 |
20020024444 | Hiyama et al. | Feb 2002 | A1 |
20020103622 | Burge | Aug 2002 | A1 |
20020111725 | Burge | Aug 2002 | A1 |
20020116228 | Bauer et al. | Aug 2002 | A1 |
20020128000 | do Nascimento | Sep 2002 | A1 |
20020173881 | Lash et al. | Nov 2002 | A1 |
20030013460 | Papadias et al. | Jan 2003 | A1 |
20030016636 | Tari et al. | Jan 2003 | A1 |
20030045273 | Pyhalammi et al. | Mar 2003 | A1 |
20030048228 | Chen | Mar 2003 | A1 |
20030052797 | Rock et al. | Mar 2003 | A1 |
20030055555 | Knockeart et al. | Mar 2003 | A1 |
20030060950 | McKeown et al. | Mar 2003 | A1 |
20030069000 | Kindo et al. | Apr 2003 | A1 |
20030134660 | Himmel et al. | Jul 2003 | A1 |
20030169185 | Taylor | Sep 2003 | A1 |
20040039504 | Coffee et al. | Feb 2004 | A1 |
20040054687 | McDonough | Mar 2004 | A1 |
20040066330 | Knockeart et al. | Apr 2004 | A1 |
20040077339 | Martens | Apr 2004 | A1 |
20040083041 | Skeen et al. | Apr 2004 | A1 |
20040138794 | Saito et al. | Jul 2004 | A1 |
20040142672 | Stankewitz | Jul 2004 | A1 |
20040143602 | Ruiz et al. | Jul 2004 | A1 |
20040153362 | Bauer et al. | Aug 2004 | A1 |
20040176083 | Shiao et al. | Sep 2004 | A1 |
20040210353 | Rice | Oct 2004 | A1 |
20040225557 | Phelan et al. | Nov 2004 | A1 |
20040236474 | Chowdhary et al. | Nov 2004 | A1 |
20040236475 | Chowdhary | Nov 2004 | A1 |
20040252027 | Torkkola et al. | Dec 2004 | A1 |
20040257245 | Jo | Dec 2004 | A1 |
20050021270 | Hong et al. | Jan 2005 | A1 |
20050064835 | Gusler | Mar 2005 | A1 |
20050070245 | Nath et al. | Mar 2005 | A1 |
20050091018 | Craft | Apr 2005 | A1 |
20050096809 | Skeen et al. | May 2005 | A1 |
20050119002 | Bauchot et al. | Jun 2005 | A1 |
20050119030 | Bauchot et al. | Jun 2005 | A1 |
20050131597 | Raz et al. | Jun 2005 | A1 |
20050137757 | Phelan et al. | Jun 2005 | A1 |
20050171663 | Mittelsteadt et al. | Aug 2005 | A1 |
20050184860 | Taruki et al. | Aug 2005 | A1 |
20050255874 | Stewart-Baxter et al. | Nov 2005 | A1 |
20060055565 | Kawamata et al. | Mar 2006 | A1 |
20060080359 | Powell et al. | Apr 2006 | A1 |
20060121951 | Perdomo et al. | Jun 2006 | A1 |
20060154687 | McDowell | Jul 2006 | A1 |
20060190822 | Basson | Aug 2006 | A1 |
20060193749 | Ghazarian et al. | Aug 2006 | A1 |
20060212195 | Veith et al. | Sep 2006 | A1 |
20060212495 | Veith et al. | Sep 2006 | A1 |
20060220905 | Hovestadt | Oct 2006 | A1 |
20060234711 | McArdle | Oct 2006 | A1 |
20060265125 | Glaza | Nov 2006 | A1 |
20060281495 | Yang | Dec 2006 | A1 |
20060284769 | Bolduc et al. | Dec 2006 | A1 |
20070005240 | Oumi et al. | Jan 2007 | A1 |
20070005404 | Raz et al. | Jan 2007 | A1 |
20070027726 | Warren et al. | Feb 2007 | A1 |
20070040928 | Jung et al. | Feb 2007 | A1 |
20070050130 | Grimm et al. | Mar 2007 | A1 |
20070057781 | Breed | Mar 2007 | A1 |
20070124332 | Ballesty et al. | May 2007 | A1 |
20070126601 | Park | Jun 2007 | A1 |
20070136078 | Plante | Jun 2007 | A1 |
20070186923 | Poutiatine et al. | Aug 2007 | A1 |
20070202929 | Satake | Aug 2007 | A1 |
20070229234 | Smith | Oct 2007 | A1 |
20070236342 | Hines et al. | Oct 2007 | A1 |
20070260363 | Miller | Nov 2007 | A1 |
20070293206 | Lund | Dec 2007 | A1 |
20080030316 | Flick | Feb 2008 | A1 |
20080064413 | Breed | Mar 2008 | A1 |
20080064446 | Camp et al. | Mar 2008 | A1 |
20080086508 | Ballew | Apr 2008 | A1 |
20080120175 | Doering | May 2008 | A1 |
20080122603 | Plante | May 2008 | A1 |
20080221787 | Vavrus | Sep 2008 | A1 |
20080252487 | McClellan et al. | Oct 2008 | A1 |
20080255722 | McClellan et al. | Oct 2008 | A1 |
20080255888 | Berkobin | Oct 2008 | A1 |
20080262670 | McClellan et al. | Oct 2008 | A1 |
20080296968 | Culbert | Dec 2008 | A1 |
20080319602 | McClellan et al. | Dec 2008 | A1 |
20080319604 | Follmer et al. | Dec 2008 | A1 |
20090085728 | Catten | Apr 2009 | A1 |
20100032632 | Catten | Feb 2010 | A1 |
20100033577 | Doak et al. | Feb 2010 | A1 |
20100036610 | Urciuoli et al. | Feb 2010 | A1 |
20100130182 | Rosen | May 2010 | A1 |
20100134182 | Kapoor et al. | Jun 2010 | A1 |
20100265074 | Namba et al. | Oct 2010 | A1 |
20110115618 | Catten | May 2011 | A1 |
20110179080 | Miyazaki et al. | Jul 2011 | A1 |
20120181765 | Hill et al. | Jul 2012 | A1 |
20120229254 | Nowottnick | Sep 2012 | A1 |
20130076577 | Chakam et al. | Mar 2013 | A1 |
Number | Date | Country |
---|---|---|
2071931 | Dec 1993 | CA |
2307259 | Oct 2001 | CA |
2631103 | Nov 2008 | CA |
19700353 | Jul 1998 | DE |
0843177 | May 1998 | EP |
1811481 | Jul 2007 | EP |
2434346 | Jul 2007 | GB |
2454224 | May 2009 | GB |
2005-250825 | Sep 2005 | JP |
2007235530 | Sep 2007 | JP |
WO 2004019646 | Mar 2004 | WO |
WO 2005003885 | Jan 2005 | WO |
WO 2005109273 | Nov 2005 | WO |
WO 2005109369 | Nov 2005 | WO |
WO 2008045320 | Aug 2008 | WO |
WO 2008109477 | Sep 2008 | WO |
WO 2013033756 | Mar 2013 | WO |
Entry |
---|
Ogle, et al. “Accuracy of Global Positioning System for Determining Driver Performance Parameters”, Transportation Research Record 1818; Paper No. 02-1063; pp. 12-24. Available at least as early as Feb 2003. |
Shen et al., “A Computer Assistant for Vehicle Dispatching with Learning Capabilities”, Annals of Operations Research 61, 1995, pp. 189-211. (The month of Publication is Irrelevant since the year of Publication is clearly prior to the filing of the Application). |
Tijerina et al., “Final Report Supplement; Heavy Vehicle Workload Assessment; Task 5; Workload Assessment Protocol”, U.S. Department of Transportation, Oct. 1996, 69 pages. |
Myra Blanco, “Effects of In-Vehicle Information System (IVIS) Tasks on the Information Processing Demands of a Commercial Vehicle Operations (CVO) Driver”, Dec. 1999, 230 pages. |
Zhu et al., “A Small Low-Cost Hybrid Orientation system and Its Error Analysis”, Sensors Journal, IEEE—vol. 9, Issue 3, Digital Object Identifier: 10.1109/JSEN.2008.2012196; Publication Year: Mar. 2009, pp. 223-230. |
Almazan et al., “Full auto-calibration of a smartphone on board a vehicle using IMU and GPS embedded sensors”, Intelligent Vehicles Symposium (IV), 2013 IEEE; Digital Object Identifier: 10.1109/IVS.2013.6629658; Publication Year: Jun. 2013, pp. 1374-1380. |
Lupton et al., “Efficient Integration of Inertial Observations Into Visual Slam Without Initialization”, Intelligent Robots and Systems, 2009, IROS 2009, IEEE/RSJ International Conference on: Digital Object Identifier: 10.1109/IROS.2009.5354267, Publication Year: Oct. 2009, pp. 1547-1552. |
Mungula et al., “Attitude and Heading System Based on EKF Total State Configuration”, Industrial Electronics (ISIE), 2011 IEEE International Symposium on; Digital Object Identifier: 10.1109/ISIE.2011.5984493; Publication Year: Jun. 2011, pp. 2147-2152. |
Huddle et al., “Application of Inertial Navigation Systems to Geodetic Position and Gravity Vector Survey”, Decision and Control including the 17th Symposium on Adaptive Processes, 1978 IEEE Conference on; vol. 17, Part 1; Digital Object Identifier: 10.1109/CDC.1978.267967; Publication Year: 1978, pp. 459-465.(The month of Publication is irrelevant since the year of Publication is clearly prior to the filing of the Application). |
Zhao Yan et al., “Attitude Measurement of Driver's Head Based on Accelerometer and Magnetoresistive Sensor”, Fluid Power and Mechatronics (FPM), 2011 International Conference on; Digital Object Identifier: 10.1109/FPM.2011.6045836; Publication Year: Aug. 2011, pp. 613-617. |
Google Maps, “Google Maps”, Available at least as early as Dec. 29, 2014. Whole Document. |
U.S. Appl. No. 11/767,325, mail date Jun. 8, 2009, Office Action. |
U.S. Appl. No. 11/755,556, Sep. 1, 2009, Office Action. |
U.S. Appl. No. 11/866,247, Sep. 29, 2009, Office Action. |
U.S. Appl. No. 11/755,556, May 4, 2010, Office Action. |
U.S. Appl. No. 11/866,247, Jun 25, 2010, Notice of Allowance. |
U.S. Appl. No. 11/767,325, Aug. 3, 2010, Office Action. |
U.S. Appl. No. 11/866,247, Nov. 29, 2010, Notice of Allowance. |
U.S. Appl. No. 11/768,056, Jan. 18, 2011, Office Action. |
U.S. Appl. No. 12/222,260, Jan. 19, 2011, Office Action. |
U.S. Appl. No. 13/012,660, Feb. 16, 2011, Office Action. |
U.S. Appl. No. 11/768,056, Sep. 16, 2011, Office Action. |
U.S. Appl. No. 12/222,260, Oct. 14, 2011, Office Action. |
U.S. Appl. No. 13/012,660, Nov. 14, 2011, Office Action. |
U.S. Appl. No. 11/768,056, Feb. 16, 2012, Office Action. |
U.S. Appl. No. 12/222,260, Mar. 29, 2012, Office Action. |
U.S. Appl. No. 13/012,660, Apr. 11, 2012, Office Action. |
U.S. Appl. No. 11/768,056, Jul. 19, 2012, Office Action. |
U.S. Appl. No. 13/012,660, Aug. 1, 2012, Office Action. |
U.S. Appl. No. 11/767,325, Oct. 12, 2012, Office Action. |
U.S. Appl. No. 12/222,260, Nov. 7, 2012, Office Action. |
U.S. Appl. No. 13/012,660, Nov. 26, 2012, Office Action. |
U.S. Appl. No. 13/012,660, Mar. 18, 2013, Office Action. |
U.S. Appl. No. 11/767,325, Apr. 24, 2013, Office Action. |
U.S. Appl. No. 12/222,260, Jun. 5, 2013, Office Action. |
U.S. Appl. No. 11/768,056, Jun. 21, 2013, Office Action. |
U.S. Appl. No. 13/012,660, Jul. 8, 2013, Office Action. |
U.S. Appl. No. 11/805,237, Oct. 28, 2013, Notice of Allowance. |
U.S. Appl. No. 12/379,083, Jan. 3, 2014, Office Action. |
U.S. Appl. No. 11/779,178, Feb. 6, 2014, Office Action. |
U.S. Appl. No. 11/768,056, Feb. 6, 2014, Office Action. |
U.S. Appl. No. 13/012,660, Feb. 13, 2014, Office Action. |
U.S. Appl. No. 11/758,444, Feb. 21, 2014, Office Action. |
U.S. Appl. No. 12/379,153, Mar. 17, 2014, Office Action. |
U.S. Appl. No. 11/779,178, May 27, 2014, Notice of Allowance. |
U.S. Appl. No. 13/012,660, Jun. 6, 2014, Notice of Allowance. |
U.S. Appl. No. 11/755,556, Jun. 10, 2014, Office Action. |
U.S. Appl. No. 12/379,155, Jun. 19, 2014, Office Action. |
U.S. Appl. No. 11/758,444, Jun. 27, 2014, Office Action. |
U.S. Appl. No. 12/975,489, Oct. 1, 2014, Notice of Allowance. |
U.S. Appl. No. 12/379,153, Oct. 6, 2014, Office Action. |
U.S. Appl. No. 12/379,153, Jan. 9, 2015, Notice of Allowance. |
U.S. Appl. No. 12/379,083, Mar. 17, 2015, Office Action. |
U.S. Appl. No. 11/755,556, Mar. 30, 2015, Notice of Allowance. |
Number | Date | Country | |
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20150118985 A1 | Apr 2015 | US |
Number | Date | Country | |
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61897648 | Oct 2013 | US |