IP Library Granted Patent US 12,230,073
Granted Patent B2
US 12,230,073 · App. 18/218,469 · Granted Feb 18, 2025

System and method for determining a driver in a telematic application

Inventor: Jonathan Matus (San Francisco, CA)
Assignee: Credit Karma, LLC
G07C5/008G10L25/48H04Q9/00H04W4/027H04W4/40H04W4/44H04W76/10H04Q2209/50H04W88/04
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,230,073
App. No.
18/218,469
Granted
Feb 18, 2025
Kind
B2
Abstract

A system and method for a telematic application on a mobile electronic device that can include detecting, in the telematic application, vehicular travel; collecting, in the telematic application, driver status identification data; determining a driver status based on the driver status identification data; recording the driver status; and recording telematic data based on the driver status.

Claims (32)

1. A method for identifying a driver operating a vehicle, the method comprising:

at a mobile user device arranged in a vehicle, collecting a set of beacon signal data;

based on the set of beacon signal data, determining:

a relative position of the mobile user device with respect to the vehicle during a time period corresponding to vehicle travel; and

a vehicle identifier;

based on the vehicle identifier and the relative position of the mobile user device, determining an identity of the driver; and

updating a risk score associated with the driver based on a behavior of the driver during the time period.

2. The method of claim 1 , wherein collecting the set of beacon signal data comprises sampling sonic data corresponding to a sonic beacon signal using a microphone integrated with the mobile user device.

3. The method of claim 2 , wherein the sonic beacon signal is emitted from a sound system of the vehicle responsive to a control signal from the mobile user device.

4. The method of claim 3 , wherein the sonic beacon signal comprises a modulation of music being played over the sound system of the vehicle.

5. The method of claim 1 , wherein the mobile user device is retained by an article of clothing of the driver.

6. The method of claim 1 , further comprising collecting a set of vehicle audio data emitted by the vehicle, wherein the behavior of the driver is determined based on the set of vehicle audio data and the relative position of the mobile user device.

7. The method of claim 1 , wherein the set of beacon signals comprises radio frequency (RF) signals.

8. The method of claim 1 , further comprising determining a route of the vehicle, wherein the identity of the driver is determined based on a route of the vehicle.

9. The method of claim 1 , wherein determining the identity of the driver comprises selecting the identity from a predetermined set of identities.

10. The method of claim 1 , wherein the identity of the driver is determined based on acceleration data captured by the mobile user device while the mobile user device is outside of the vehicle.

11. A mobile user device arranged in a vehicle, comprising: a memory; and a processor, the processor configured to cause the mobile user device to:

collect a set of beacon signal data;

based on the set of beacon signal data, determine:

a relative position of the mobile user device with respect to the vehicle during a time period corresponding to vehicle travel; and

a vehicle identifier;

based on the vehicle identifier and the relative position of the mobile user device, determine an identity of a driver; and

update a risk score associated with the driver based on a behavior of the driver during the time period.

12. The mobile user device of claim 11 , further comprising a microphone integrated with the mobile user device, wherein to collect the set of beacon signal data the processor is further configured to cause the mobile user device to use the microphone to sample sonic data corresponding to a sonic beacon signal.

13. The mobile user device of claim 12 , wherein the sonic beacon signal is emitted from a sound system of the vehicle responsive to a control signal from the mobile user device.

14. The mobile user device of claim 13 , wherein the sonic beacon signal comprises a modulation of music being played over the sound system of the vehicle.

15. The mobile user device of claim 11 , wherein the mobile user device is retained by an article of clothing of the driver.

16. The mobile user device of claim 11 , the processor is further configured to cause the mobile user device to collect a set of vehicle audio data emitted by the vehicle, wherein the behavior of the driver is determined based on the set of vehicle audio data and the relative position of the mobile user device.

17. The mobile user device of claim 11 , wherein the set of beacon signals comprises radio frequency (RF) signals.

18. The mobile user device of claim 11 , wherein the processor is further configured to cause the mobile user device to determine a route of the vehicle, wherein the identity of the driver is determined based on a route of the vehicle.

19. The mobile user device of claim 11 , wherein to determine the identity of the driver, the processor is further configured to cause the mobile user device to select the identity from a predetermined set of identities.

20. The mobile user device of claim 11 , wherein the identity of the driver is determined based on acceleration data captured by the mobile user device while the mobile user device is outside of the vehicle.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 16, 2024
From: ZENDRIVE, INC.
To: CREDIT KARMA, LLC
Reel/Frame 068584/0017 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 5, 2023
From: MATUS, JONATHAN
To: ZENDRIVE, INC.
Reel/Frame 064157/0492 →
Continuity (8)
Continuation 17348006 · Jun 15, 2021
Continuation 16180681 · Nov 5, 2018
Continuation 15401761 · Jan 9, 2017
Continuation In Part 15243513 · Aug 22, 2016
Continuation In Part 14206721 · Mar 12, 2014
Provisional Application 62207461 · Aug 20, 2015
Provisional Application 61778209 · Mar 12, 2013
Related Publication 20230351813A1 · Nov 2, 2023
References Cited (306)
US 5673039A · Pietzsch et al. · 1997 [cited by applicant]
US 5864305A · Rosenquist · 1999 [cited by applicant]
US 6049778A · Walker et al. · 2000 [cited by applicant]
US 6055477A · McBurney et al. · 2000 [cited by applicant]
US 6064318A · Kirchner et al. · 2000 [cited by applicant]
US 6178374B1 · Moehlenkamp et al. · 2001 [cited by applicant]
US 6240364B1 · Kerner et al. · 2001 [cited by applicant]
US 6826477B2 · Ladetto et al. · 2004 [cited by applicant]
US 6941222B2 · Yano et al. · 2005 [cited by applicant]
US 7065449B2 · Brewster et al. · 2006 [cited by applicant]
US 7532196B2 · Hinckley · 2009 [cited by applicant]
US 7668931B2 · Parupudi et al. · 2010 [cited by applicant]
US 7801675B2 · Currie et al. · 2010 [cited by applicant]
US 7881868B2 · Greene et al. · 2011 [cited by applicant]
US 8054168B2 · McCormick et al. · 2011 [cited by applicant]
US 8264375B2 · Devries · 2012 [cited by applicant]
US 8290480B2 · Abramson et al. · 2012 [cited by applicant]
US 8326257B2 · Shiu et al. · 2012 [cited by applicant]
US 8352189B2 · Scott et al. · 2013 [cited by applicant]
US 8369876B2 · Bachmann et al. · 2013 [cited by applicant]
US 8395542B2 · Scherzinger et al. · 2013 [cited by applicant]
US 8489330B2 · Ellanti et al. · 2013 [cited by applicant]
US 8498610B2 · Staehlin · 2013 [cited by applicant]
US 8504035B2 · Shin et al. · 2013 [cited by applicant]
US 8521193B2 · Paek et al. · 2013 [cited by applicant]
US 8577703B2 · McClellan et al. · 2013 [cited by applicant]
US 8634822B2 · Silver et al. · 2014 [cited by applicant]
US 8731530B1 · Breed et al. · 2014 [cited by applicant]
US 8738523B1 · Sanchez et al. · 2014 [cited by applicant]
US 8754766B2 · Oesterling et al. · 2014 [cited by applicant]
US 8912103B2 · Heo et al. · 2014 [cited by applicant]
US 8971927B2 · Zhou et al. · 2015 [cited by applicant]
US 8972103B2 · Elwart et al. · 2015 [cited by applicant]
US 8989914B1 · Nemat-Nasser et al. · 2015 [cited by applicant]
US 8996234B1 · Tamari et al. · 2015 [cited by applicant]
US 9064412B2 · Baur · 2015 [cited by applicant]
US 9121940B2 · Psiaki et al. · 2015 [cited by applicant]
US 9141974B2 · Jones et al. · 2015 [cited by applicant]
US 9185526B2 · Guba et al. · 2015 [cited by applicant]
US 9188451B2 · Magnusson et al. · 2015 [cited by applicant]
US 9221428B2 · Kote et al. · 2015 [cited by applicant]
US 9222798B2 · Curtis et al. · 2015 [cited by applicant]
US 9224293B2 · Taylor · 2015 [cited by applicant]
US 9250090B2 · Hille et al. · 2016 [cited by applicant]
US 9311211B2 · Chatterjee et al. · 2016 [cited by applicant]
US 9311271B2 · Wright · 2016 [cited by applicant]
US 9360323B2 · Grokop · 2016 [cited by applicant]
US 9368027B2 · Jang et al. · 2016 [cited by applicant]
US 9390625B2 · Green et al. · 2016 [cited by applicant]
US 9414221B1 · Simon et al. · 2016 [cited by applicant]
US 9423318B2 · Liu et al. · 2016 [cited by applicant]
US 9449495B1 · Call et al. · 2016 [cited by applicant]
US 9457754B1 · Christensen et al. · 2016 [cited by applicant]
US 9467515B1 · Penilla et al. · 2016 [cited by applicant]
US 9495601B2 · Hansen · 2016 [cited by applicant]
US 9536428B1 · Wasserman · 2017 [cited by applicant]
US 9558520B2 · Peak et al. · 2017 [cited by applicant]
US 9564047B2 · Wu · 2017 [cited by applicant]
US 9566981B2 · Rebhan et al. · 2017 [cited by applicant]
US 9587952B1 · Slusar · 2017 [cited by applicant]
US 9628975B1 · Watkins et al. · 2017 [cited by applicant]
US 9632507B1 · Korn · 2017 [cited by applicant]
US 9633487B2 · Wright · 2017 [cited by applicant]
US 9645970B2 · Boesch et al. · 2017 [cited by applicant]
US 9650007B1 · Snyder et al. · 2017 [cited by applicant]
US 9674370B2 · Kim et al. · 2017 [cited by applicant]
US 9689698B2 · Wesselius et al. · 2017 [cited by applicant]
US 9716978B2 · Sankaran · 2017 [cited by applicant]
US 9731713B2 · Horii · 2017 [cited by applicant]
US 9733089B2 · Choudhury et al. · 2017 [cited by applicant]
US 9773281B1 · Hanson · 2017 [cited by applicant]
US 9794729B2 · Meyers et al. · 2017 [cited by applicant]
US 9800716B2 · Abramson et al. · 2017 [cited by applicant]
US 9801027B2 · Levy et al. · 2017 [cited by applicant]
US 9805601B1 · Fields et al. · 2017 [cited by applicant]
US 9818239B2 · Pal et al. · 2017 [cited by applicant]
US 9842120B1 · Siris et al. · 2017 [cited by applicant]
US 9852475B1 · Konrardy et al. · 2017 [cited by applicant]
US 9854396B2 · Himmelreich et al. · 2017 [cited by applicant]
US 9868394B1 · Fields et al. · 2018 [cited by applicant]
US 9870649B1 · Fields et al. · 2018 [cited by applicant]
US 9888392B1 · Snyder et al. · 2018 [cited by applicant]
US 9900747B1 · Park · 2018 [cited by applicant]
US 9932033B2 · Slusar et al. · 2018 [cited by applicant]
US 9955319B2 · Matus et al. · 2018 [cited by applicant]
US 9967701B1 · Barfield · 2018 [cited by applicant]
US 9994218B2 · Pal et al. · 2018 [cited by applicant]
US 10012993B1 · Matus et al. · 2018 [cited by applicant]
US 10137889B2 · Pal et al. · 2018 [cited by applicant]
US 10154382B2 · Matus · 2018 [cited by examiner]
US 10157423B1 · Fields et al. · 2018 [cited by applicant]
US 10176524B1 · Brandmaier et al. · 2019 [cited by applicant]
US 10304329B2 · Matus et al. · 2019 [cited by applicant]
US 10324463B1 · Konrardy et al. · 2019 [cited by applicant]
US 10386192B1 · Konrardy et al. · 2019 [cited by applicant]
US 10510123B1 · Konrardy et al. · 2019 [cited by applicant]
US 10533870B1 · Slusar · 2020 [cited by applicant]
US 10559196B2 · Matus et al. · 2020 [cited by applicant]
US 10824145B1 · Konrardy et al. · 2020 [cited by applicant]
US 10848913B2 · Pal et al. · 2020 [cited by applicant]
US 10872525B2 · Xu et al. · 2020 [cited by applicant]
US 10885592B2 · Hsu-Hoffman et al. · 2021 [cited by applicant]
US 10983523B2 · Sim · 2021 [cited by applicant]
US 11062594B2 · Matus et al. · 2021 [cited by applicant]
US 11069157B2 · Matus · 2021 [cited by examiner]
US 11170446B1 · Thurber · 2021 [cited by applicant]
US 11734963B2 · Matus · 2023 [cited by examiner]
US 11735037B2 · Matus et al. · 2023 [cited by applicant]
US 20020161517A1 · Yano et al. · 2002 [cited by applicant]
US 20020161518A1 · Petzold et al. · 2002 [cited by applicant]
US 20030018430A1 · Ladetto et al. · 2003 [cited by applicant]
US 20040046335A1 · Knox et al. · 2004 [cited by applicant]
US 20040082311A1 · Shiu et al. · 2004 [cited by applicant]
US 20050080555A1 · Parupudi et al. · 2005 [cited by applicant]
US 20050093868A1 · Hinckley · 2005 [cited by applicant]
US 20050197773A1 · Brewster et al. · 2005 [cited by applicant]
US 20050288856A1 · Ohki et al. · 2005 [cited by applicant]
US 20060153198A1 · Chadha · 2006 [cited by applicant]
US 20070005228A1 · Sutardja · 2007 [cited by applicant]
US 20070208494A1 · Chapman et al. · 2007 [cited by applicant]
US 20070208501A1 · Downs et al. · 2007 [cited by applicant]
US 20080033776A1 · Marchese · 2008 [cited by applicant]
US 20080103907A1 · Maislos et al. · 2008 [cited by applicant]
US 20080243439A1 · Runkle et al. · 2008 [cited by applicant]
US 20080312832A1 · Greene et al. · 2008 [cited by applicant]
US 20090024419A1 · McClellan et al. · 2009 [cited by applicant]
US 20100030582A1 · Rippel et al. · 2010 [cited by applicant]
US 20100056175A1 · Bachmann et al. · 2010 [cited by applicant]
US 20100100398A1 · Auker et al. · 2010 [cited by applicant]
US 20100106406A1 · Hille et al. · 2010 [cited by applicant]
US 20100131304A1 · Collopy et al. · 2010 [cited by applicant]
US 20100198517A1 · Scott et al. · 2010 [cited by applicant]
US 20100219944A1 · McCormick et al. · 2010 [cited by applicant]
US 20100273508A1 · Parata et al. · 2010 [cited by applicant]
US 20100299021A1 · Jalili · 2010 [cited by applicant]
US 20100332131A1 · Horvitz et al. · 2010 [cited by applicant]
US 20110077028A1 · Wilkes, III · 2011 [cited by examiner]
US 20110117856A1 · Veluppillai et al. · 2011 [cited by applicant]
US 20110124311A1 · Staehlin · 2011 [cited by applicant]
US 20110161116A1 · Peak et al. · 2011 [cited by applicant]
US 20110224898A1 · Scofield et al. · 2011 [cited by applicant]
US 20110246156A1 · Zecha et al. · 2011 [cited by applicant]
US 20110294520A1 · Zhou et al. · 2011 [cited by applicant]
US 20120050095A1 · Scherzinger et al. · 2012 [cited by applicant]
US 20120065871A1 · Deshpande et al. · 2012 [cited by applicant]
US 20120066053A1 · Agarwal · 2012 [cited by applicant]
US 20120071151A1 · Abramson et al. · 2012 [cited by applicant]
US 20120089328A1 · Ellanti et al. · 2012 [cited by applicant]
US 20120109517A1 · Watanabe · 2012 [cited by applicant]
US 20120129545A1 · Hodis et al. · 2012 [cited by applicant]
US 20120136529A1 · Curtis et al. · 2012 [cited by applicant]
US 20120136567A1 · Wang et al. · 2012 [cited by applicant]
US 20120149400A1 · Paek et al. · 2012 [cited by applicant]
US 20120158820A1 · Bai et al. · 2012 [cited by applicant]
US 20120197587A1 · Luk et al. · 2012 [cited by applicant]
US 20120226421A1 · Kote et al. · 2012 [cited by applicant]
US 20120245963A1 · Peak et al. · 2012 [cited by applicant]
US 20130006469A1 · Green et al. · 2013 [cited by applicant]
US 20130041521A1 · Basir et al. · 2013 [cited by applicant]
US 20130052614A1 · Mollicone et al. · 2013 [cited by applicant]
US 20130069802A1 · Foghel et al. · 2013 [cited by applicant]
US 20130096731A1 · Tamari et al. · 2013 [cited by applicant]
US 20130124074A1 · Horvitz et al. · 2013 [cited by applicant]
US 20130130639A1 · Oesterling et al. · 2013 [cited by applicant]
US 20130204515A1 · Emura · 2013 [cited by applicant]
US 20130211618A1 · Jachini · 2013 [cited by applicant]
US 20130282264A1 · Bastiaensen et al. · 2013 [cited by applicant]
US 20130289819A1 · Hassib et al. · 2013 [cited by applicant]
US 20130302758A1 · Wright · 2013 [cited by applicant]
US 20130316737A1 · Guba et al. · 2013 [cited by applicant]
US 20130317860A1 · Schumann · 2013 [cited by applicant]
US 20130325517A1 · Berg · 2013 [cited by applicant]
US 20130332357A1 · Green et al. · 2013 [cited by applicant]
US 20130344856A1 · Silver et al. · 2013 [cited by applicant]
US 20140038640A1 · Wesselius et al. · 2014 [cited by applicant]
US 20140046896A1 · Potter · 2014 [cited by applicant]
US 20140074402A1 · Hassib et al. · 2014 [cited by applicant]
US 20140081670A1 · Lim et al. · 2014 [cited by applicant]
US 20140187219A1 · Yang · 2014 [cited by examiner]
US 20140188638A1 · Jones et al. · 2014 [cited by applicant]
US 20140197967A1 · Modica et al. · 2014 [cited by applicant]
US 20140207497A1 · Collins et al. · 2014 [cited by applicant]
US 20140232592A1 · Psiaki et al. · 2014 [cited by applicant]
US 20140244150A1 · Boesch et al. · 2014 [cited by applicant]
US 20140244156A1 · Magnusson et al. · 2014 [cited by applicant]
US 20140266789A1 · Matus · 2014 [cited by applicant]
US 20140288765A1 · Elwart et al. · 2014 [cited by applicant]
US 20140288828A1 · Werner et al. · 2014 [cited by applicant]
US 20140323160A1 · Venkatraman et al. · 2014 [cited by applicant]
US 20140358321A1 · Ibrahim · 2014 [cited by applicant]
US 20140358394A1 · Picciotti · 2014 [cited by applicant]
US 20150025917A1 · Stempora · 2015 [cited by applicant]
US 20150046197A1 · Peng et al. · 2015 [cited by applicant]
US 20150084757A1 · Annibale et al. · 2015 [cited by applicant]
US 20150087264A1 · Goyal · 2015 [cited by applicant]
US 20150097703A1 · Baur · 2015 [cited by applicant]
US 20150112731A1 · Binion et al. · 2015 [cited by applicant]
US 20150187146A1 · Chen et al. · 2015 [cited by applicant]
US 20150229666A1 · Foster et al. · 2015 [cited by applicant]
US 20150233718A1 · Grokop · 2015 [cited by applicant]
US 20150246654A1 · Tadic et al. · 2015 [cited by applicant]
US 20150327034A1 · Abramson et al. · 2015 [cited by applicant]
US 20150329121A1 · Lim et al. · 2015 [cited by applicant]
US 20150332407A1 · Wilson et al. · 2015 [cited by applicant]
US 20150334545A1 · Maier et al. · 2015 [cited by applicant]
US 20160021238A1 · Abramson et al. · 2016 [cited by applicant]
US 20160033366A1 · Liu et al. · 2016 [cited by applicant]
US 20160042767A1 · Araya et al. · 2016 [cited by applicant]
US 20160048399A1 · Shaw · 2016 [cited by applicant]
US 20160059855A1 · Rebhan et al. · 2016 [cited by applicant]
US 20160066155A1 · Fan et al. · 2016 [cited by applicant]
US 20160068156A1 · Horii · 2016 [cited by applicant]
US 20160086285A1 · Jordan et al. · 2016 [cited by applicant]
US 20160129913A1 · Boesen · 2016 [cited by applicant]
US 20160133130A1 · Grimm et al. · 2016 [cited by applicant]
US 20160150070A1 · Goren et al. · 2016 [cited by applicant]
US 20160171521A1 · Ramirez et al. · 2016 [cited by applicant]
US 20160174049A1 · Levy et al. · 2016 [cited by applicant]
US 20160189303A1 · Fuchs · 2016 [cited by applicant]
US 20160189442A1 · Wright · 2016 [cited by applicant]
US 20160225263A1 · Salentiny et al. · 2016 [cited by applicant]
US 20160232785A1 · Wang · 2016 [cited by applicant]
US 20160269852A1 · Meyers et al. · 2016 [cited by applicant]
US 20160272140A1 · Kim et al. · 2016 [cited by applicant]
US 20160282156A1 · Ott et al. · 2016 [cited by applicant]
US 20160325756A1 · Cordova et al. · 2016 [cited by applicant]
US 20160328893A1 · Cordova et al. · 2016 [cited by applicant]
US 20160339910A1 · Jonasson et al. · 2016 [cited by applicant]
US 20160358315A1 · Zhou et al. · 2016 [cited by applicant]
US 20160364983A1 · Downs et al. · 2016 [cited by applicant]
US 20160375908A1 · Biemer · 2016 [cited by applicant]
US 20160379310A1 · Madigan et al. · 2016 [cited by applicant]
US 20160379485A1 · Anastassov et al. · 2016 [cited by applicant]
US 20160381505A1 · Sankaran · 2016 [cited by applicant]
US 20170034656A1 · Wang et al. · 2017 [cited by applicant]
US 20170053461A1 · Pal et al. · 2017 [cited by applicant]
US 20170097243A1 · Ricci · 2017 [cited by applicant]
US 20170103342A1 · Rajani et al. · 2017 [cited by applicant]
US 20170103588A1 · Rajani et al. · 2017 [cited by applicant]
US 20170105098A1 · Cordova et al. · 2017 [cited by applicant]
US 20170115125A1 · Outwater et al. · 2017 [cited by applicant]
US 20170116792A1 · Jelinek et al. · 2017 [cited by applicant]
US 20170124660A1 · Srivastava · 2017 [cited by applicant]
US 20170126810A1 · Kentley et al. · 2017 [cited by applicant]
US 20170138737A1 · Cordova et al. · 2017 [cited by applicant]
US 20170164158A1 · Watkins et al. · 2017 [cited by applicant]
US 20170178416A1 · Barreira Avegliano et al. · 2017 [cited by applicant]
US 20170178422A1 · Wright · 2017 [cited by applicant]
US 20170178424A1 · Wright · 2017 [cited by applicant]
US 20170210323A1 · Cordova et al. · 2017 [cited by applicant]
US 20170211939A1 · Cordova et al. · 2017 [cited by applicant]
US 20170232963A1 · Pal et al. · 2017 [cited by applicant]
US 20170234689A1 · Gibson et al. · 2017 [cited by applicant]
US 20170241791A1 · Madigan et al. · 2017 [cited by applicant]
US 20170279947A1 · Rajakarunanayake et al. · 2017 [cited by applicant]
US 20170289754A1 · Anderson et al. · 2017 [cited by applicant]
US 20170369055A1 · Saigusa et al. · 2017 [cited by applicant]
US 20170371608A1 · Wasserman · 2017 [cited by applicant]
US 20180061230A1 · Madigan et al. · 2018 [cited by applicant]
US 20180075309A1 · Sathyanarayana et al. · 2018 [cited by applicant]
US 20180090001A1 · Fletcher · 2018 [cited by applicant]
US 20180154908A1 · Chen · 2018 [cited by applicant]
US 20180158329A1 · Benhammou et al. · 2018 [cited by applicant]
US 20180165531A1 · Sathyanarayana et al. · 2018 [cited by applicant]
US 20180174446A1 · Wang · 2018 [cited by applicant]
US 20180276485A1 · Heck et al. · 2018 [cited by applicant]
US 20180308128A1 · Deluca et al. · 2018 [cited by applicant]
US 20190007511A1 · Rodriguez et al. · 2019 [cited by applicant]
US 20190035266A1 · Riess et al. · 2019 [cited by applicant]
US 20190281416A1 · Watkins et al. · 2019 [cited by applicant]
US 20190295133A1 · Hirtenstein et al. · 2019 [cited by applicant]
US 20210309261A1 · Rosales et al. · 2021 [cited by applicant]
US 20220005291A1 · Konrardy et al. · 2022 [cited by applicant]
US 20220180448A1 · Konrardy et al. · 2022 [cited by applicant]
US 20230271618A1 · Chandra et al. · 2023 [cited by applicant]
CN 108269406A · 2018 [cited by applicant]
CN 108431839A · 2018 [cited by applicant]
CN 108819841A · 2018 [cited by applicant]
DE 102008008555 · 2008 [cited by applicant]
DE 102017221643A1 · 2018 [cited by applicant]
EP 0534892A1 · 1993 [cited by applicant]
EP 3638542B1 · 2022 [cited by applicant]
GB 2492369B · 2014 [cited by applicant]
JP 2000009482A · 2000 [cited by applicant]
JP 2002215236A · 2002 [cited by applicant]
JP 2005098904A · 2005 [cited by applicant]
JP 2007212265A · 2007 [cited by applicant]
JP 2009133702A · 2009 [cited by applicant]
JP 2011133240A · 2011 [cited by applicant]
JP 2013195143A · 2013 [cited by applicant]
JP 2013200223A · 2013 [cited by applicant]
KR 20130106106A · 2013 [cited by applicant]
WO 2004085220 · 2004 [cited by applicant]
WO 2006000166A1 · 2006 [cited by applicant]
WO 2015122729A1 · 2015 [cited by applicant]
Chu, Hon Lung , “In-Vehicle Driver Detection Using Mobile Phone Sensors”, https://ece.duke.edu/sites/ece.duke.edu/files/ GWDD2011_Chu.pdf—2011 (Year: 2011). [cited by applicant]
Das, Tathagata , et al., “PRISM: Platform for Remote Sensing using Smartphones”, In. Proc. Mobisys '10, Jun. 15-18, 2010, San Francisco, USA, pp. 63-76., Jan. 2, 2018 00:00:00.0. [cited by applicant]
Giuseppe, Guido , et al., “Using Smartphones as a Tool to Capture Road Traffic Attributes”, University of Calabria, Department of Civil Engineering, via p. Bucci, 87036—Rende (CS) Italy, Applied Mechanics and Materials,… [cited by applicant]
Jiangqiang , et al., “Driver Pre-Accident Operation Mode Study Based on Vehicle-Vehicle Traffic Accidents”, 2011, Publisher: IEEE. [cited by applicant]
Kalra, Nidhi , Analyzing Driving and Road Events via Smartphone, International Journal of Computer Applications (0975-8887), vol. 98—No. 12, Jul. 2014, pp. 5-9. [cited by applicant]
Liang-Bi , et al., “An Implementation of Deep Learning based IoV System for Traffic Accident Collisions Detection with an Emergency Alert Mechanism”, 2018, Publisher: IEE. [cited by applicant]
Mohan, Prashanth , et al., “Nericell: Rich Monitoring of Road and Traffic Conditions using Mobile Smartphones”, SenSys '08, Nov. 5-7, 2008, Raleigh, North Carolina., Feb. 8, 2018 00:00:00.0. [cited by applicant]
Pattara-Atikom, W. , et al., “Estimating Road Traffic Congestion using Vehicle Velocity”, 2006, Publisher: IEEE. [cited by applicant]
Short, Jeffrey , et al., “Identifying Autonomous Vehicle Technology Impacts on the Trucking Industry”, http://atri-online.org/wp-content/uploads/2016/11/ATRI-Autonomous-Vehicle-Impacts-11-2016.pdf (Year: 2016). [cited by applicant]
Tathagata, Das , et al., “PRISM: Platform for Remote Sensing using Smartphones”, In. Proc. Mobisys '10, Jun. 15-18, 2010, San Francisco, USA, pp. 63-76. [cited by applicant]
Walter, D. , et al., “Novel Environmental Features for Robust Multisensor Navigation”, Proceedings of the 26th International Technical Meeting of the Satellite Division of the Institute of Navigation (ION GNSS+ 2013) Se… [cited by applicant]