IP Library Granted Patent US 12,393,906
Granted Patent B2
US 12,393,906 · App. 18/737,468 · Granted Aug 19, 2025

System and method of object tracking using weight confirmation

Inventors: Shahzad Farooq Kirmani (Scarborough, ME); Alex Seiger (Concord, NH)
Assignee: Position Imaging, Inc.
G06Q10/0833G01G19/005G06K7/10861
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Quick Facts
Patent No.
US 12,393,906
App. No.
18/737,468
Granted
Aug 19, 2025
Kind
B2
Abstract

Methods and systems for tracking an object comprise a horizontal surface upon which objects are to be placed, a weight sensor disposed on one side of the horizontal surface, and a processor in communication with the weight sensor. The processor is adapted to detect a change in weight measured by the weight sensor, to associate the detected weight change with an identified object and with a location on the horizontal surface, and to confirm whether a cause of the weight change at the location on the horizontal surface corresponds to a proper handling of the identified object.

Claims (34)

1. A tracking system comprising:

an electromagnetic means configured to acquire identification information associated with an object of interest;

a weight sensor at a location configured to measure a weight of the object at the location;

a camera that captures images of the location; and

at least one processor in communication with the electromagnetic means and the weight sensor, the at least one processor configured to:

receive from the electromagnetic means the identification information associated with the object;

determine, based on the weight measured by the weight sensor after the electromagnetic means acquires the identification information associated with the given object, an occurrence of a weight change at the location;

expect a next object to be placed at the location where the weight sensor can measure the weight of the next object or removed from the location to be the object to which the identification information is associated;

register the object as being at the location if the next object expected to be placed at the location is the object and if the weight sensor determines an increase in weight at the location in response to the electromagnetic means acquiring the identification information associated with the object; and

compare a change in the captured images with the increase or decrease in weight at the location;

confirm, in response to the comparison, that an activity involving a placement of the object on or removal of the object from the location has appeared next in the captured images, and has occurred at the location where the increase or decrease in weight occurs; and

confirming a proper removal of the object from the location if, in response to receiving the identification information associated with the object, the next object expected to be removed from the location is the object by detecting by the weight sensor a change at the location that is a decrease in weight and the object was previously registered as being at the location.

2. The tracking system of claim 1 , wherein the tracking system identifies the location as an initial location of the object, then switches to an optical scanning mode using the camera after the location is identified where the object is located.

3. The tracking system of claim 1 , wherein the identification information received by the electromagnetic means includes a radio frequency (RF) tag identification corresponding to an electronic tag at the object.

4. The tracking system of claim 3 , wherein the electromagnetic means includes an RFID sensor.

5. The tracking system of claim 1 , wherein the electromagnetic means includes a barcode scanner.

6. The tracking system of claim 1 , wherein the electromagnetic means is located inside a vehicle.

7. A tracking system comprising:

an electromagnetic means configured to acquire identification information associated with an object of interest;

a weight sensor at a location configured to measure a weight of the object at the location;

a camera that captures images of the location; and

at least one processor in communication with the electromagnetic means and the weight sensor, the at least one processor configured to:

receive from the electromagnetic means the identification information associated with the object;

determine, based on the weight measured by the weight sensor after the electromagnetic means acquires the identification information associated with the given object, an occurrence of a weight change at the location;

expect a next object to be placed at the location where the weight sensor can measure the weight of the next object or removed from the location to appear next in the captured images and be the given object to which the identification information is associated;

register the object as being at the location if the weight sensor determines an increase in weight at the location in response to the electromagnetic means acquiring the identification information associated with the object; and

compare a change in the captured images with the increase or decrease in weight at the location in response to expecting the next object to be placed at the location with the weight sensor and associating the change in the captured images with the placement of the next object at the location; and

confirm, in response to the comparison, that an activity involving a placement of the object on or removal of the object from the location has appeared next in the captured images, and has occurred at the location where the increase or decrease in weight occurs; and

confirming a proper removal of the object from the location if the weight sensor determines a decrease in weight and the object was previously registered as being at the location.

8. The tracking system of claim 7 , wherein the tracking system identifies the location as an initial location of the object, then switches to an optical scanning mode using the camera after the location is identified where the object is located.

9. The tracking system of claim 7 , wherein the identification information received by the electromagnetic means includes a radio frequency (RF) tag identification corresponding to an electronic tag at the object.

10. The tracking system of claim 9 , wherein the electromagnetic means includes an RFID sensor.

11. The tracking system of claim 7 , wherein the electromagnetic means includes a barcode scanner.

12. The tracking system of claim 7 , wherein the electromagnetic means is located inside a vehicle.

Assignments (3)
FIRST AMENDMENT TO PATENTS ASSIGNMENT Recorded Mar 11, 2025
From: POSITION IMAGING IP LLC
To: ANKURA TRUST COMPANY, LLC
Reel/Frame 070480/0277 →
FIRST AMENDMENT TO INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Mar 11, 2025
From: POSITION IMAGING IP LLC; POSITION IMAGING, INC.
To: ANKURA TRUST COMPANY, LLC
Reel/Frame 070479/0814 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 11, 2024
From: SEIGER, ALEX; KIRMANI, SHAHZAD FAROOQ
To: POSITION IMAGING, INC.
Reel/Frame 067967/0486 →
Continuity (3)
Continuation 17894472 · Aug 24, 2022
Continuation 15259474 · Sep 8, 2016
Related Publication 20240330843A1 · Oct 3, 2024
References Cited (400)
US 2408122A · Wirkler · 1946 [cited by applicant]
US 3824596A · Guion et al. · 1974 [cited by applicant]
US 3940700A · Fischer · 1976 [cited by applicant]
US 4018029A · Safranski et al. · 1977 [cited by applicant]
US 4328499A · Anderson et al. · 1982 [cited by applicant]
US 4570416A · Shoenfeld · 1986 [cited by applicant]
US 5010343A · Andersson · 1991 [cited by applicant]
US 5343212A · Rose et al. · 1994 [cited by applicant]
US 5426438A · Peavey et al. · 1995 [cited by applicant]
US 5510800A · McEwan · 1996 [cited by applicant]
US 5545880A · Bu et al. · 1996 [cited by applicant]
US 5574468A · Rose · 1996 [cited by applicant]
US 5592180A · Yokev et al. · 1997 [cited by applicant]
US 5600330A · Blood · 1997 [cited by applicant]
US 5657026A · Culpepper et al. · 1997 [cited by applicant]
US 5671362A · Cowe et al. · 1997 [cited by applicant]
US 5923286A · Divakaruni · 1999 [cited by applicant]
US 5953683A · Hansen et al. · 1999 [cited by applicant]
US 6088653A · Sheikh et al. · 2000 [cited by applicant]
US 6101178A · Beal · 2000 [cited by applicant]
US 6167347A · Lin · 2000 [cited by applicant]
US 6255991B1 · Hedin · 2001 [cited by applicant]
US 6285916B1 · Kadaba et al. · 2001 [cited by applicant]
US 6292750B1 · Lin · 2001 [cited by applicant]
US 6409687B1 · Foxlin · 2002 [cited by applicant]
US 6417802B1 · Diesel · 2002 [cited by applicant]
US 6492905B2 · Mathias et al. · 2002 [cited by applicant]
US 6496778B1 · Lin · 2002 [cited by applicant]
US 6512748B1 · Mizuki et al. · 2003 [cited by applicant]
US 6593885B2 · Wisherd et al. · 2003 [cited by applicant]
US 6619550B1 · Good et al. · 2003 [cited by applicant]
US 6630904B2 · Gustafson et al. · 2003 [cited by applicant]
US 6634804B1 · Toste et al. · 2003 [cited by applicant]
US 6683568B1 · James et al. · 2004 [cited by applicant]
US 6697736B2 · Lin · 2004 [cited by applicant]
US 6720920B2 · Breed et al. · 2004 [cited by applicant]
US 6721657B2 · Ford et al. · 2004 [cited by applicant]
US 6744436B1 · Chirieleison, Jr. et al. · 2004 [cited by applicant]
US 6750816B1 · Kunysz · 2004 [cited by applicant]
US 6861982B2 · Forstrom et al. · 2005 [cited by applicant]
US 6867774B1 · Halmshaw et al. · 2005 [cited by applicant]
US 6988079B1 · Or-Bach et al. · 2006 [cited by applicant]
US 6989789B2 · Ferreol et al. · 2006 [cited by applicant]
US 7009561B2 · Menache et al. · 2006 [cited by applicant]
US 7104453B1 · Zhu et al. · 2006 [cited by applicant]
US 7143004B2 · Townsend et al. · 2006 [cited by applicant]
US 7168618B2 · Schwartz · 2007 [cited by applicant]
US 7190309B2 · Hill · 2007 [cited by applicant]
US 7193559B2 · Ford et al. · 2007 [cited by applicant]
US 7236091B2 · Kiang et al. · 2007 [cited by applicant]
US 7292189B2 · Orr et al. · 2007 [cited by applicant]
US 7295925B2 · Breed et al. · 2007 [cited by applicant]
US 7315281B2 · Dejanovic et al. · 2008 [cited by applicant]
US 7336078B1 · Merewether et al. · 2008 [cited by applicant]
US 7353994B2 · Farrall et al. · 2008 [cited by applicant]
US 7407100B2 · Guyett et al. · 2008 [cited by applicant]
US 7409290B2 · Lin · 2008 [cited by applicant]
US 7443342B2 · Shirai et al. · 2008 [cited by applicant]
US 7499711B2 · Hoctor et al. · 2009 [cited by applicant]
US 7533569B2 · Sheynblat · 2009 [cited by applicant]
US 7612715B2 · Macleod · 2009 [cited by applicant]
US 7646330B2 · Karr · 2010 [cited by applicant]
US 7689465B1 · Shakes et al. · 2010 [cited by applicant]
US 7844507B2 · Levy · 2010 [cited by applicant]
US 7868760B2 · Smith et al. · 2011 [cited by applicant]
US 7876268B2 · Jacobs · 2011 [cited by applicant]
US 7933730B2 · Li et al. · 2011 [cited by applicant]
US 7995109B2 · Kamada et al. · 2011 [cited by applicant]
US 8009918B2 · Van Droogenbroeck et al. · 2011 [cited by applicant]
US 8189855B2 · Opalach et al. · 2012 [cited by applicant]
US 8201737B1 · Palacios Durazo · 2012 [cited by examiner]
US 8219438B1 · Moon et al. · 2012 [cited by applicant]
US 8269624B2 · Chen et al. · 2012 [cited by applicant]
US 8295542B2 · Albertson et al. · 2012 [cited by applicant]
US 8334513B1 · Garvey, III et al. · 2012 [cited by applicant]
US 8406470B2 · Jones et al. · 2013 [cited by applicant]
US 8457655B2 · Zhang et al. · 2013 [cited by applicant]
US 8619144B1 · Chang et al. · 2013 [cited by applicant]
US 8749433B2 · Hill · 2014 [cited by applicant]
US 8843231B2 · Ragusa et al. · 2014 [cited by applicant]
US 8860611B1 · Anderson et al. · 2014 [cited by applicant]
US 8957812B1 · Hill et al. · 2015 [cited by applicant]
US 9063215B2 · Perthold et al. · 2015 [cited by applicant]
US 9092898B1 · Fraccaroli et al. · 2015 [cited by applicant]
US 9120621B1 · Curlander et al. · 2015 [cited by applicant]
US 9141194B1 · Keyes et al. · 2015 [cited by applicant]
US 9171278B1 · Kong et al. · 2015 [cited by applicant]
US 9174746B1 · Bell et al. · 2015 [cited by applicant]
US 9269022B2 · Rhoads et al. · 2016 [cited by applicant]
US 9349076B1 · Liu et al. · 2016 [cited by applicant]
US 9424493B2 · He et al. · 2016 [cited by applicant]
US 9482741B1 · Min et al. · 2016 [cited by applicant]
US 9497728B2 · Hill · 2016 [cited by applicant]
US 9500396B2 · Yoon et al. · 2016 [cited by applicant]
US 9514389B1 · Erhan et al. · 2016 [cited by applicant]
US 9519344B1 · Hill · 2016 [cited by applicant]
US 9544552B2 · Takahashi · 2017 [cited by applicant]
US 9594983B2 · Alattar et al. · 2017 [cited by applicant]
US 9656749B1 · Hanlon · 2017 [cited by applicant]
US 9740937B2 · Zhang et al. · 2017 [cited by applicant]
US 9782669B1 · Hill · 2017 [cited by applicant]
US 9872151B1 · Puzanov et al. · 2018 [cited by applicant]
US 9904867B2 · Fathi et al. · 2018 [cited by applicant]
US 9933509B2 · Hill et al. · 2018 [cited by applicant]
US 9961503B2 · Hill · 2018 [cited by applicant]
US 9996818B1 · Ren et al. · 2018 [cited by applicant]
US 10001833B2 · Hill · 2018 [cited by applicant]
US 10148918B1 · Seiger et al. · 2018 [cited by applicant]
US 10163149B1 · Famularo et al. · 2018 [cited by applicant]
US 10180490B1 · Schneider et al. · 2019 [cited by applicant]
US 10257654B2 · Hill · 2019 [cited by applicant]
US 10324474B2 · Hill et al. · 2019 [cited by applicant]
US 10332066B1 · Palaniappan · 2019 [cited by examiner]
US 10339493B1 · Famularo et al. · 2019 [cited by applicant]
US 10373322B1 · Buibas et al. · 2019 [cited by applicant]
US 10399778B1 · Shekhawat et al. · 2019 [cited by applicant]
US 10416276B2 · Hill et al. · 2019 [cited by applicant]
US 10444323B2 · Min et al. · 2019 [cited by applicant]
US 10455364B2 · Hill · 2019 [cited by applicant]
US 10605904B2 · Min et al. · 2020 [cited by applicant]
US 10664795B1 · Worley et al. · 2020 [cited by applicant]
US 10853757B1 · Hill et al. · 2020 [cited by applicant]
US 11361536B2 · Chakravarty et al. · 2022 [cited by applicant]
US 11416805B1 · Piotrowski et al. · 2022 [cited by applicant]
US 11562318B2 · Robinson et al. · 2023 [cited by applicant]
US 11983663B1 · Hill et al. · 2024 [cited by applicant]
US 20010027995A1 · Patel et al. · 2001 [cited by applicant]
US 20020021277A1 · Kramer et al. · 2002 [cited by applicant]
US 20020095353A1 · Razumov · 2002 [cited by applicant]
US 20020140745A1 · Ellenby et al. · 2002 [cited by applicant]
US 20020177476A1 · Chou · 2002 [cited by applicant]
US 20030024987A1 · Zhu · 2003 [cited by applicant]
US 20030053492A1 · Matsunaga · 2003 [cited by applicant]
US 20030110152A1 · Hara · 2003 [cited by applicant]
US 20030115162A1 · Konick · 2003 [cited by applicant]
US 20030120425A1 · Stanley et al. · 2003 [cited by applicant]
US 20030132279A1 · Stemmle · 2003 [cited by applicant]
US 20030176196A1 · Hall et al. · 2003 [cited by applicant]
US 20030184649A1 · Mann · 2003 [cited by applicant]
US 20030195017A1 · Chen et al. · 2003 [cited by applicant]
US 20040002642A1 · Dekel et al. · 2004 [cited by applicant]
US 20040095907A1 · Agee et al. · 2004 [cited by applicant]
US 20040107072A1 · Dietrich et al. · 2004 [cited by applicant]
US 20040176102A1 · Lawrence et al. · 2004 [cited by applicant]
US 20040203846A1 · Caronni et al. · 2004 [cited by applicant]
US 20040267640A1 · Bong et al. · 2004 [cited by applicant]
US 20050001712A1 · Yarbrough · 2005 [cited by applicant]
US 20050025353A1 · Kaneko et al. · 2005 [cited by applicant]
US 20050057647A1 · Nowak · 2005 [cited by applicant]
US 20050062849A1 · Foth et al. · 2005 [cited by applicant]
US 20050074162A1 · Tu et al. · 2005 [cited by applicant]
US 20050143916A1 · Kim et al. · 2005 [cited by applicant]
US 20050154685A1 · Mundy et al. · 2005 [cited by applicant]
US 20050184907A1 · Hall et al. · 2005 [cited by applicant]
US 20050275626A1 · Mueller et al. · 2005 [cited by applicant]
US 20060013070A1 · Holm et al. · 2006 [cited by applicant]
US 20060022800A1 · Krishna et al. · 2006 [cited by applicant]
US 20060061469A1 · Jaeger et al. · 2006 [cited by applicant]
US 20060066485A1 · Min · 2006 [cited by applicant]
US 20060101497A1 · Hirt et al. · 2006 [cited by applicant]
US 20060192709A1 · Schantz et al. · 2006 [cited by applicant]
US 20060208893A1 · Anson et al. · 2006 [cited by applicant]
US 20060279459A1 · Akiyama et al. · 2006 [cited by applicant]
US 20060290508A1 · Moutchkaev et al. · 2006 [cited by applicant]
US 20070060384A1 · Dohta · 2007 [cited by applicant]
US 20070073552A1 · Hileman · 2007 [cited by applicant]
US 20070138270A1 · Reblin · 2007 [cited by applicant]
US 20070205867A1 · Kennedy et al. · 2007 [cited by applicant]
US 20070210920A1 · Panotopoulos · 2007 [cited by applicant]
US 20070222560A1 · Posamentier · 2007 [cited by applicant]
US 20070237356A1 · Dwinell et al. · 2007 [cited by applicant]
US 20080007398A1 · DeRose et al. · 2008 [cited by applicant]
US 20080035390A1 · Wurz · 2008 [cited by applicant]
US 20080048913A1 · Macias et al. · 2008 [cited by applicant]
US 20080143482A1 · Shoarinejad et al. · 2008 [cited by applicant]
US 20080150678A1 · Giobbi et al. · 2008 [cited by applicant]
US 20080154691A1 · Wellman et al. · 2008 [cited by applicant]
US 20080156619A1 · Patel et al. · 2008 [cited by applicant]
US 20080174485A1 · Carani et al. · 2008 [cited by applicant]
US 20080183328A1 · Danelski · 2008 [cited by applicant]
US 20080204322A1 · Oswald et al. · 2008 [cited by applicant]
US 20080204589A1 · Chang · 2008 [cited by applicant]
US 20080266253A1 · Seeman et al. · 2008 [cited by applicant]
US 20080281618A1 · Mermet et al. · 2008 [cited by applicant]
US 20080316324A1 · Rofougaran et al. · 2008 [cited by applicant]
US 20090043504A1 · Bandyopadhyay et al. · 2009 [cited by applicant]
US 20090073428A1 · Magnus et al. · 2009 [cited by applicant]
US 20090114575A1 · Carpenter et al. · 2009 [cited by applicant]
US 20090121017A1 · Cato et al. · 2009 [cited by applicant]
US 20090149202A1 · Hill et al. · 2009 [cited by applicant]
US 20090164277A1 · Bhattacharya · 2009 [cited by applicant]
US 20090216394A1 · Heppe et al. · 2009 [cited by applicant]
US 20090224040A1 · Kushida et al. · 2009 [cited by applicant]
US 20090243932A1 · Moshfeghi · 2009 [cited by applicant]
US 20090245573A1 · Saptharishi et al. · 2009 [cited by applicant]
US 20090323586A1 · Hohl et al. · 2009 [cited by applicant]
US 20100019905A1 · Boddie et al. · 2010 [cited by applicant]
US 20100076594A1 · Salour et al. · 2010 [cited by applicant]
US 20100090852A1 · Eitan et al. · 2010 [cited by applicant]
US 20100097208A1 · Rosing et al. · 2010 [cited by applicant]
US 20100103173A1 · Lee et al. · 2010 [cited by applicant]
US 20100103989A1 · Smith et al. · 2010 [cited by applicant]
US 20100123664A1 · Shin et al. · 2010 [cited by applicant]
US 20100131340A1 · Brown et al. · 2010 [cited by applicant]
US 20100159958A1 · Naguib et al. · 2010 [cited by applicant]
US 20100213256A1 · Fjellstad et al. · 2010 [cited by applicant]
US 20110002509A1 · Nobori et al. · 2011 [cited by applicant]
US 20110006774A1 · Baiden · 2011 [cited by applicant]
US 20110037573A1 · Choi · 2011 [cited by applicant]
US 20110066086A1 · Aarestad et al. · 2011 [cited by applicant]
US 20110143779A1 · Rowe et al. · 2011 [cited by applicant]
US 20110166694A1 · Griffits et al. · 2011 [cited by applicant]
US 20110187600A1 · Landt · 2011 [cited by applicant]
US 20110208481A1 · Slastion · 2011 [cited by applicant]
US 20110210843A1 · Kummetz · 2011 [cited by applicant]
US 20110241942A1 · Hill · 2011 [cited by applicant]
US 20110256882A1 · Markhovsky et al. · 2011 [cited by applicant]
US 20110264520A1 · Puhakka · 2011 [cited by applicant]
US 20110279828A1 · Matsumoto et al. · 2011 [cited by applicant]
US 20110286633A1 · Wang et al. · 2011 [cited by applicant]
US 20110313893A1 · Weik, III · 2011 [cited by applicant]
US 20110315770A1 · Patel et al. · 2011 [cited by applicant]
US 20120013509A1 · Wisherd et al. · 2012 [cited by applicant]
US 20120020518A1 · Taguchi · 2012 [cited by applicant]
US 20120030133A1 · Rademaker · 2012 [cited by applicant]
US 20120081544A1 · Wee · 2012 [cited by applicant]
US 20120087572A1 · Dedeoglu et al. · 2012 [cited by applicant]
US 20120127088A1 · Pance et al. · 2012 [cited by applicant]
US 20120176227A1 · Nikitin · 2012 [cited by applicant]
US 20120184285A1 · Sampath et al. · 2012 [cited by applicant]
US 20120257061A1 · Edwards et al. · 2012 [cited by applicant]
US 20120257064A1 · Kim et al. · 2012 [cited by applicant]
US 20120286933A1 · Hsiao · 2012 [cited by applicant]
US 20120319822A1 · Hansen · 2012 [cited by applicant]
US 20130010144A1 · Park · 2013 [cited by applicant]
US 20130017812A1 · Foster · 2013 [cited by applicant]
US 20130018582A1 · Miller et al. · 2013 [cited by applicant]
US 20130021417A1 · Ota et al. · 2013 [cited by applicant]
US 20130029685A1 · Moshfeghi · 2013 [cited by applicant]
US 20130036043A1 · Faith · 2013 [cited by applicant]
US 20130051624A1 · Iwasaki et al. · 2013 [cited by applicant]
US 20130063567A1 · Burns et al. · 2013 [cited by applicant]
US 20130073093A1 · Songkakul · 2013 [cited by applicant]
US 20130094693A1 · Bolton · 2013 [cited by applicant]
US 20130113993A1 · Dagit, III · 2013 [cited by applicant]
US 20130117377A1 · Miller · 2013 [cited by applicant]
US 20130166067A1 · Irwin et al. · 2013 [cited by applicant]
US 20130182114A1 · Zhang et al. · 2013 [cited by applicant]
US 20130191193A1 · Calman et al. · 2013 [cited by applicant]
US 20130226655A1 · Shaw · 2013 [cited by applicant]
US 20130281084A1 · Batada et al. · 2013 [cited by applicant]
US 20130293684A1 · Becker et al. · 2013 [cited by applicant]
US 20130293722A1 · Chen · 2013 [cited by applicant]
US 20130314210A1 · Schoner et al. · 2013 [cited by applicant]
US 20130335318A1 · Nagel et al. · 2013 [cited by applicant]
US 20130335415A1 · Chang · 2013 [cited by applicant]
US 20140022058A1 · Striemer et al. · 2014 [cited by applicant]
US 20140036069A1 · Gehring et al. · 2014 [cited by applicant]
US 20140108136A1 · Zhao et al. · 2014 [cited by applicant]
US 20140139426A1 · Kryze et al. · 2014 [cited by applicant]
US 20140253368A1 · Holder · 2014 [cited by applicant]
US 20140270356A1 · Dearing et al. · 2014 [cited by applicant]
US 20140300516A1 · Min et al. · 2014 [cited by applicant]
US 20140317005A1 · Balwani · 2014 [cited by applicant]
US 20140330603A1 · Corder et al. · 2014 [cited by applicant]
US 20140357295A1 · Skomra et al. · 2014 [cited by applicant]
US 20140361078A1 · Davidson · 2014 [cited by applicant]
US 20150009949A1 · Khoryaev et al. · 2015 [cited by applicant]
US 20150012396A1 · Puerini et al. · 2015 [cited by applicant]
US 20150019391A1 · Kumar et al. · 2015 [cited by applicant]
US 20150029339A1 · Kobres et al. · 2015 [cited by applicant]
US 20150039458A1 · Reid · 2015 [cited by applicant]
US 20150055821A1 · Fotland · 2015 [cited by applicant]
US 20150059374A1 · Hebel · 2015 [cited by applicant]
US 20150085096A1 · Smits · 2015 [cited by applicant]
US 20150091757A1 · Shaw et al. · 2015 [cited by applicant]
US 20150130664A1 · Hill et al. · 2015 [cited by applicant]
US 20150133162A1 · Meredith et al. · 2015 [cited by applicant]
US 20150134418A1 · Leow et al. · 2015 [cited by applicant]
US 20150169916A1 · Hill et al. · 2015 [cited by applicant]
US 20150170002A1 · Szegedy et al. · 2015 [cited by applicant]
US 20150202770A1 · Patron et al. · 2015 [cited by applicant]
US 20150210199A1 · Payne · 2015 [cited by applicant]
US 20150221135A1 · Hill et al. · 2015 [cited by applicant]
US 20150227890A1 · Bednarek et al. · 2015 [cited by applicant]
US 20150248765A1 · Criminisi et al. · 2015 [cited by applicant]
US 20150254906A1 · Berger et al. · 2015 [cited by applicant]
US 20150278759A1 · Harris et al. · 2015 [cited by applicant]
US 20150310539A1 · McCoy et al. · 2015 [cited by applicant]
US 20150323643A1 · Hill et al. · 2015 [cited by applicant]
US 20150341551A1 · Perrin et al. · 2015 [cited by applicant]
US 20150362581A1 · Friedman et al. · 2015 [cited by applicant]
US 20150371178A1 · Abhyanker et al. · 2015 [cited by applicant]
US 20150371319A1 · Argue et al. · 2015 [cited by applicant]
US 20150379366A1 · Nomura et al. · 2015 [cited by applicant]
US 20160035078A1 · Lin et al. · 2016 [cited by applicant]
US 20160063610A1 · Argue et al. · 2016 [cited by applicant]
US 20160093184A1 · Locke et al. · 2016 [cited by applicant]
US 20160098679A1 · Levy · 2016 [cited by applicant]
US 20160140436A1 · Yin et al. · 2016 [cited by applicant]
US 20160142868A1 · Kulkarni et al. · 2016 [cited by applicant]
US 20160150196A1 · Horvath · 2016 [cited by applicant]
US 20160156409A1 · Chang · 2016 [cited by applicant]
US 20160178727A1 · Bottazzi · 2016 [cited by applicant]
US 20160180283A1 · Ghosh et al. · 2016 [cited by applicant]
US 20160180667A1 · Bunker et al. · 2016 [cited by applicant]
US 20160189277A1 · Davis · 2016 [cited by applicant]
US 20160195602A1 · Meadow · 2016 [cited by applicant]
US 20160232857A1 · Tamaru · 2016 [cited by applicant]
US 20160238692A1 · Hill et al. · 2016 [cited by applicant]
US 20160248969A1 · Hurd · 2016 [cited by applicant]
US 20160256100A1 · Jacofsky et al. · 2016 [cited by applicant]
US 20160260161A1 · Atchley et al. · 2016 [cited by applicant]
US 20160286508A1 · Khoryaev et al. · 2016 [cited by applicant]
US 20160300187A1 · Kashi et al. · 2016 [cited by applicant]
US 20160335593A1 · Clarke et al. · 2016 [cited by applicant]
US 20160366561A1 · Min et al. · 2016 [cited by applicant]
US 20160370453A1 · Boker et al. · 2016 [cited by applicant]
US 20160371574A1 · Nguyen et al. · 2016 [cited by applicant]
US 20170030997A1 · Hill et al. · 2017 [cited by applicant]
US 20170031432A1 · Hill · 2017 [cited by applicant]
US 20170066597A1 · Hiroi · 2017 [cited by applicant]
US 20170094251A1 · Wolke et al. · 2017 [cited by applicant]
US 20170117233A1 · Anayama et al. · 2017 [cited by applicant]
US 20170123426A1 · Hill et al. · 2017 [cited by applicant]
US 20170140329A1 · Bernhardt · 2017 [cited by examiner]
US 20170234979A1 · Mathews et al. · 2017 [cited by applicant]
US 20170261592A1 · Min et al. · 2017 [cited by applicant]
US 20170280281A1 · Pandey et al. · 2017 [cited by applicant]
US 20170293885A1 · Grady et al. · 2017 [cited by applicant]
US 20170313514A1 · Lert, Jr. et al. · 2017 [cited by applicant]
US 20170323174A1 · Joshi et al. · 2017 [cited by applicant]
US 20170323376A1 · Glaser et al. · 2017 [cited by applicant]
US 20170350961A1 · Hill et al. · 2017 [cited by applicant]
US 20170351255A1 · Anderson et al. · 2017 [cited by applicant]
US 20170359573A1 · Kim et al. · 2017 [cited by applicant]
US 20170372524A1 · Hill · 2017 [cited by applicant]
US 20170374261A1 · Teich et al. · 2017 [cited by applicant]
US 20180003962A1 · Urey et al. · 2018 [cited by applicant]
US 20180025417A1 · Brathwaite et al. · 2018 [cited by applicant]
US 20180033151A1 · Matsumoto et al. · 2018 [cited by applicant]
US 20180068100A1 · Seo · 2018 [cited by applicant]
US 20180068266A1 · Kirmani et al. · 2018 [cited by applicant]
US 20180094936A1 · Jones et al. · 2018 [cited by applicant]
US 20180108134A1 · Venable et al. · 2018 [cited by applicant]
US 20180139431A1 · Simek et al. · 2018 [cited by applicant]
US 20180157328A1 · Brunner · 2018 [cited by applicant]
US 20180164103A1 · Hill · 2018 [cited by applicant]
US 20180197139A1 · Hill · 2018 [cited by applicant]
US 20180197218A1 · Mallesan et al. · 2018 [cited by applicant]
US 20180205899A1 · Lieberman et al. · 2018 [cited by applicant]
US 20180231649A1 · Min et al. · 2018 [cited by applicant]
US 20180242111A1 · Hill · 2018 [cited by applicant]
US 20180339720A1 · Singh · 2018 [cited by applicant]
US 20190029277A1 · Dderdal et al. · 2019 [cited by applicant]
US 20190053012A1 · Hill · 2019 [cited by applicant]
US 20190073785A1 · Hafner et al. · 2019 [cited by applicant]
US 20190090744A1 · Mahfouz · 2019 [cited by applicant]
US 20190098263A1 · Seiger et al. · 2019 [cited by applicant]
US 20190138849A1 · Zhang · 2019 [cited by applicant]
US 20190204588A1 · Zhang et al. · 2019 [cited by applicant]
US 20190295290A1 · Schena et al. · 2019 [cited by applicant]
US 20190298600A1 · Shen et al. · 2019 [cited by applicant]
US 20190394448A1 · Ziegler et al. · 2019 [cited by applicant]
US 20200005116A1 · Kuo · 2020 [cited by applicant]
US 20200011961A1 · Hill et al. · 2020 [cited by applicant]
US 20200012894A1 · Lee · 2020 [cited by applicant]
US 20200097724A1 · Chakravarty et al. · 2020 [cited by applicant]
US 20220405704A1 · Kirmani et al. · 2022 [cited by applicant]
DE 102017205958A1 · 2018 [cited by applicant]
WO 2001006401A1 · 2001 [cited by applicant]
WO 2005010550A1 · 2005 [cited by applicant]
WO 2007130529A2 · 2007 [cited by applicant]
WO 2009007198A1 · 2009 [cited by applicant]
WO 2018067127A1 · 2018 [cited by applicant]
WO 2020061276A1 · 2020 [cited by applicant]
R. Vargheese and H. Dahir, “An IoT/IoE enabled architecture framework for precision on shelf availability: Enhancing proactive shopper experience,” 2014 IEEE International Conference on Big Data (Big Data), Washington, … [cited by examiner]
Final Office Action in U.S. Appl. No. 17/894,472 mailed on Oct. 19, 2023. [cited by applicant]
Notice of Allowance in U.S. Appl. No. 17/894,472 mailed on Jan. 31, 2024. [cited by applicant]
Farmer, Michael E and Anil K. Jain, “Smart Automotive Airbags: Occupant Classification and Tracking” IEEE Transactions on Vehicular Technology, vol. 56, No. 1, Jan. 2007, pp. 60-80. [cited by applicant]
Non-Final Office Action in U.S. Appl. No. 17/894,472 mailed on Apr. 26, 2023. [cited by applicant]
Final Office Action in U.S. Appl. No. 15/259,474, mailed Mar. 9, 2021; 23 pages. [cited by applicant]
Final Office Action in U.S. Appl. No. 15/259,474 mailed on Jan. 10, 2020; 19 pages. [cited by applicant]
Non-Final Office Action in U.S. Appl. No. 15/259,474, mailed on Sep. 1, 2020; 17 pages. [cited by applicant]
Non-Final Office Action in U.S. Appl. No. 15/259,474 mailed on May 29, 2019; 19 pages. [cited by applicant]
Final Office Action in U.S. Appl. No. 15/861,414 mailed on Feb. 8, 2021. [cited by applicant]
Final Office Action in U.S. Appl. No. 15/861,414 mailed on Nov. 17, 2020. [cited by applicant]
Non-Final Office Action in U.S. Appl. No. 15/861,414 mailed on Apr. 6, 2020; 14 pages. [cited by applicant]
Final Office Action in U.S. Appl. No. 16/437,767 mailed on Feb. 5, 2021. [cited by applicant]
Non-Final Office Action in U.S. Appl. No. 16/437,767, mailed on Jul. 15, 2020; 19 pages. [cited by applicant]
Notice of Allowance and Fees Due in U.S. Appl. No. 16/437,767, mailed on May 14, 2021; 8 pages. [cited by applicant]
Non-Final Office Action in U.S. Appl. No. 16/575,837, mailed on Apr. 21, 2021; 18 pages. [cited by applicant]
International Preliminary Report on Patentability in PCT/US2019/051874 mailed on Apr. 1, 2021. [cited by applicant]
International Search Report and Written Opinion in PCT/US2019/051874 mailed on Dec. 13, 2020; 9 pages. [cited by applicant]
Non-Final Office Action in U.S. Appl. No. 16/740,679, mailed on Jan. 6, 2021; 15 pages. [cited by applicant]
Notice of Allowance and Fees Due in U.S. Appl. No. 16/740,679, mailed on Apr. 20, 2021; 15 pages. [cited by applicant]
International Search Report and Written Opinion in PCT/US2020/013280 mailed on Mar. 10, 2020; 9 pages. [cited by applicant]
Pourhomayoun, Mohammad and Mark Fowler, “Improving WLAN-based Indoor Mobile Positioning Using Sparsity,” Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers, Nov. 4-7, 2012, pp. 13… [cited by applicant]
Proakis, John G. and Masoud Salehi, “Communication Systems Engineering”, Second Edition, Prentice-Hall, Inc., Upper Saddle River, New Jersey, 2002. [cited by applicant]
Raza, Rana Hammad “Three Dimensional Localization and Tracking for Site Safety Using Fusion of Computer Vision and RFID,” 2013, Dissertation, Michigan State University. [cited by applicant]