IP Library Granted Patent US 12,306,010
Granted Patent B1
US 12,306,010 · App. 18/164,827 · Granted May 20, 2025

Resolving inconsistencies in vehicle guidance maps

Inventors: Cassandra Lee Rommel (Chicago, IL); Matthew Hsu (San Francisco, CA); Salil Gupta (Brooklyn, NY); Alexander Viktor Puzyk (San Francisco, CA); Saumya Jain (San Francisco, CA)
Assignee: Samsara Inc.
G01C21/3815G01C21/3863
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 12,306,010
App. No.
18/164,827
Filed
Feb 6, 2023
Granted
May 20, 2025
Kind
B1
Art Unit
3661
USPC
701/450
Abstract

An improved system and method is disclosed of accessing mapping data for a geographical area comprising speed limit data for a first road segment, accessing second mapping data providing speed limit data for a plurality of corresponding road segments from a second source, determining an overlap amount between the candidate road segments and the first road segment, using overlap data to identify a first subset of the candidate road segments, identifying a first speed limit that has a highest likelihood of being accurate from speed limits respectively associated with road segments in the second subset of the candidate road segments, transmitting the first speed limit in association with a map comprising the first geographical area to a vehicle device.

Claims (44)

1. A system configured to resolve differing map data comprising:

one or more a computer readable storage mediums having program instructions embodied therewith; and

one or more processors configured to execute the program instructions to cause the system to:

access first mapping data for a first geographical area from a first source of mapping data, the first mapping data providing speed limit data in association with a corresponding first road segment;

access second mapping data for the first geographical area from a second source of mapping data, the second source different than the first source, the second mapping data providing speed limit data for a plurality of corresponding road segments;

conducting a search for candidate road segments among the plurality of corresponding road segments of the second mapping data from the second source of the mapping that are within a first distance of the first road segment of the first mapping data from the first source of mapping data;

determine an amount of overlap between the candidate road segments among the plurality of corresponding road segments of the second mapping data from the second source of the mapping data and the first road segment of the first mapping data from the first source of mapping data;

based at least in part on the determined amount of overlap between the candidate road segments and the first road segment, identify a first subset of the candidate road segments including a first given segment and a second given segment;

determine, using one or more criteria, whether a given road segment in the first subset of the candidate road segments is to be excluded from the candidate road segments, the one or more criteria comprising directionality and/or the determined amount of overlap of the first given road segment with the first road segment;

based at least in part on a determination that a given road segment in the first subset of the candidate road segments is to be excluded from the candidate road segments, identifying a second subset of the candidate road segments;

based on one or more criteria, identify a first speed limit that has a highest likelihood of being accurate from speed limits respectively associated with road segments in the second subset of the candidate road segments;

transmit the first speed limit in association with a map comprising the first geographical area to a vehicle device.

2. The system of claim 1 , wherein determining, using one or more criteria, whether a given road segment in the first subset of the candidate road segments is to be excluded from the candidate road segments, further comprises determining whether a given road segment in the first subset of the candidate road segments has a directionality corresponding to a directionality of the first road segment.

3. The system of claim 1 , wherein determining, using one or more criteria, whether a given road segment in the first subset of the candidate road segments is to be excluded from the candidate road segments, further comprises determining whether a given road segment in the first subset of the candidate road segments has an overlap with the first road segment that satisfies a first threshold.

4. The system of claim 1 , wherein the identifying the first subset of the candidate road segments further comprises selecting a specified percentage of candidate road segments.

5. The system of claim 1 , wherein identifying the first subset of the candidate road segments further comprises selecting a specified percentage of candidate road segments.

6. The system of claim 1 , wherein the system is configured to provide a user interface comprising:

a rendering of a map of the first geographical area and an identification of speed limits associated with respective road segments;

an interface enabling a speed limit to be specified that overrides a given speed limit in the identified speed limits associated with respective road segments,

wherein in response to receiving, via the interface, a specified speed limit that overrides a given speed limit, displaying the speed limit and the overridden speed limit.

7. The system of claim 1 , wherein the system is configured to enable the identified first speed limit that has the highest likelihood of being accurate to generate speeding alerts in response to vehicles exceeding the first speed limit.

8. The system of claim 1 , wherein the system is configured to enable a safety score to be generated based at least in part on detecting that a driver of a vehicle has exceeded the identified first speed limit when traversing the first road segment.

9. The system of claim 1 , wherein the system is configured to provide a user interface enabling a set of speed limits to be specified for the first road segment, the set comprising a first speed limit for a first vehicle type and a second speed limit for a second vehicle limit.

10. A method performed by a computing system having one or more hardware computer processors and one or more non-transitory computer readable storage devices storing software instructions executable by the computing system, the method comprising:

accessing first mapping data for a first geographical area from a first source of mapping data, the first mapping data providing speed limit data in association with a corresponding first road segment;

accessing second mapping data for the first geographical area from a second source of mapping data, the second source different than the first source, the second mapping data providing speed limit data for a plurality of corresponding road segments;

identifying candidate road segments among the plurality of corresponding road segments of the second mapping data from the second source of the mapping that are within a first distance of the first road segment of the first mapping data from the first source of mapping data;

determining an amount of overlap between the candidate road segments among the plurality of corresponding road segments of the second mapping data from the second source of the mapping data and the first road segment of the first mapping data from the first source of mapping data;

based at least in part on the determined amount of overlap between the candidate road segments and the first road segment, identify a first subset of the candidate road segments including a first given segment and a second given segment;

determining, using one or more criteria, whether a given road segment in the first subset of the candidate road segments is to be excluded from the candidate road segments, the one or more criteria comprising directionality and/or the determined amount of overlap of the first given road segment with the first road segment;

based at least in part on a determination that a given road segment in the first subset of the candidate road segments is to be excluded from the candidate road segments, identifying a second subset of the candidate road segments;

based on one or more criteria, identifying a first speed limit predicted to be accurate from speed limits respectively associated with road segments in the second subset of the candidate road segments;

transmitting the first speed limit in association with a map comprising the first geographical area to a vehicle device.

11. The method of claim 10 , wherein determining, using one or more criteria, whether a given road segment in the first subset of the candidate road segments is to be excluded from the candidate road segments, further comprises determining whether a given road segment in the first subset of the candidate road segments has a directionality corresponding to a directionality of the first road segment.

12. The method of claim 10 , wherein determining, using one or more criteria, whether a given road segment in the first subset of the candidate road segments is to be excluded from the candidate road segments, further comprises determining whether a given road segment in the first subset of the candidate road segments has an overlap with the first road segment that satisfies a first threshold.

13. The method of claim 10 , wherein the identifying the first subset of the candidate road segments further comprises selecting a specified percentage of candidate road segments.

14. The method of claim 10 , wherein identifying the first subset of the candidate road segments further comprises selecting a specified percentage of candidate road segments.

15. The method of claim 10 , the method further comprising providing a user interface comprising:

a rendering of a map of the first geographical area and an identification of speed limits associated with respective road segments;

an interface enabling a speed limit to be specified that overrides a given speed limit in the identified speed limits associated with respective road segments,

wherein in response to receiving, via the interface, a specified speed limit that overrides a given speed limit, displaying the speed limit and the overridden speed limit.

16. The method of claim 10 , the method further comprising enabling the identified first speed limit to generate speeding alerts in response to vehicles exceeding the first speed limit.

17. The method of claim 10 , the method further comprising enabling a safety score to be generated based at least in part on detecting that a driver of a vehicle has exceeded the identified first speed limit when traversing the first road segment.

18. The method of claim 10 , the method further comprising providing a user interface enabling a set of speed limits to be specified for the first road segment, the set comprising a first speed limit for a first vehicle type and a second speed limit for a second vehicle limit.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 7, 2023
From: ROMMEL, CASSANDRA LEE; HSU, MATTHEW; GUPTA, SALIL; PUZYK, ALEXANDER VIKTOR; JAIN, SAUMYA
To: SAMSARA INC.
Reel/Frame 062673/0165 →
Continuity (1)
Provisional Application 63376563 · Sep 21, 2022
References Cited (400)
US 4671111A · Lemelson · 1987 [cited by applicant]
US 5825283A · Camhi · 1998 [cited by applicant]
US 5917433A · Keillor et al. · 1999 [cited by applicant]
US 6064299A · Lesesky et al. · 2000 [cited by applicant]
US 6098048A · Dashefsky et al. · 2000 [cited by applicant]
US 6157864A · Schwenke et al. · 2000 [cited by applicant]
US 6253129B1 · Jenkins et al. · 2001 [cited by applicant]
US 6317668B1 · Thibault et al. · 2001 [cited by applicant]
US 6411203B1 · Lesesky et al. · 2002 [cited by applicant]
US 6421590B2 · Thibault · 2002 [cited by applicant]
US 6452487B1 · Krupinski · 2002 [cited by applicant]
US 6505106B1 · Lawrence et al. · 2003 [cited by applicant]
US 6651063B1 · Vorobiev · 2003 [cited by applicant]
US 6714894B1 · Tobey et al. · 2004 [cited by applicant]
US 6718239B2 · Rayner · 2004 [cited by applicant]
US 6741165B1 · Langfahl et al. · 2004 [cited by applicant]
US 6801920B1 · Wischinski · 2004 [cited by applicant]
US 6968311B2 · Knockeart et al. · 2005 [cited by applicant]
US 6980131B1 · Taylor · 2005 [cited by applicant]
US 7091880B2 · Sorensen · 2006 [cited by applicant]
US 7117075B1 · Larschan et al. · 2006 [cited by applicant]
US 7139780B2 · Lee et al. · 2006 [cited by applicant]
US 7155321B2 · Bromley et al. · 2006 [cited by applicant]
US 7174243B1 · Lightner et al. · 2007 [cited by applicant]
US 7209959B1 · Campbell et al. · 2007 [cited by applicant]
US 7233684B2 · Fedorovskaya et al. · 2007 [cited by applicant]
US 7327258B2 · Fast et al. · 2008 [cited by applicant]
US 7386376B2 · Basir et al. · 2008 [cited by applicant]
US 7389178B2 · Raz et al. · 2008 [cited by applicant]
US 7398298B2 · Koch · 2008 [cited by applicant]
US 7433889B1 · Barton · 2008 [cited by applicant]
US 7492938B2 · Brinson, Jr. et al. · 2009 [cited by applicant]
US 7526103B2 · Schofield et al. · 2009 [cited by applicant]
US 7555378B2 · Larschan et al. · 2009 [cited by applicant]
US 7596417B2 · Fister et al. · 2009 [cited by applicant]
US 7606779B2 · Brinson, Jr. et al. · 2009 [cited by applicant]
US 7715961B1 · Kargupta · 2010 [cited by applicant]
US 7769499B2 · McQuade et al. · 2010 [cited by applicant]
US 7844088B2 · Brinson, Jr. et al. · 2010 [cited by applicant]
US 7859392B2 · McClellan et al. · 2010 [cited by applicant]
US 7877198B2 · Tenzer et al. · 2011 [cited by applicant]
US 7881838B2 · Larschan et al. · 2011 [cited by applicant]
US 7957936B2 · Eryurek et al. · 2011 [cited by applicant]
US 8019581B2 · Sheha et al. · 2011 [cited by applicant]
US 8024311B2 · Wood et al. · 2011 [cited by applicant]
US 8032277B2 · Larschan et al. · 2011 [cited by applicant]
US 8140358B1 · Ling et al. · 2012 [cited by applicant]
US 8156108B2 · Middleton et al. · 2012 [cited by applicant]
US 8156499B2 · Foulger et al. · 2012 [cited by applicant]
US 8169343B2 · Sheha et al. · 2012 [cited by applicant]
US 8175992B2 · Bass, II et al. · 2012 [cited by applicant]
US 8230272B2 · Middleton et al. · 2012 [cited by applicant]
US 8260489B2 · Nielsen et al. · 2012 [cited by applicant]
US 8417402B2 · Basir · 2013 [cited by applicant]
US 8442508B2 · Harter et al. · 2013 [cited by applicant]
US 8457395B2 · Boncyk et al. · 2013 [cited by applicant]
US 8509412B2 · Sheha et al. · 2013 [cited by applicant]
US 8543625B2 · Middleton et al. · 2013 [cited by applicant]
US 8560164B2 · Nielsen et al. · 2013 [cited by applicant]
US 8615555B2 · Koch · 2013 [cited by applicant]
US 8625885B2 · Brinson, Jr. et al. · 2014 [cited by applicant]
US 8626568B2 · Warkentin et al. · 2014 [cited by applicant]
US 8633672B2 · Jung et al. · 2014 [cited by applicant]
US 8669857B2 · Sun et al. · 2014 [cited by applicant]
US 8682572B2 · Raz et al. · 2014 [cited by applicant]
US 8706409B2 · Mason et al. · 2014 [cited by applicant]
US 8831825B2 · Shah et al. · 2014 [cited by applicant]
US 8836784B2 · Erhardt et al. · 2014 [cited by applicant]
US 8918229B2 · Hunt et al. · 2014 [cited by applicant]
US 8953228B1 · Mehers · 2015 [cited by applicant]
US 8989914B1 · Nemat-Nasser et al. · 2015 [cited by applicant]
US 8989959B2 · Plante et al. · 2015 [cited by applicant]
US 8996240B2 · Plante · 2015 [cited by applicant]
US 9024744B2 · Klose et al. · 2015 [cited by applicant]
US 9053590B1 · Kator et al. · 2015 [cited by applicant]
US 9137498B1 · L'Heureux et al. · 2015 [cited by applicant]
US 9147335B2 · Raghunathan et al. · 2015 [cited by applicant]
US 9152609B2 · Schwartz et al. · 2015 [cited by applicant]
US 9165196B2 · Kesavan et al. · 2015 [cited by applicant]
US 9170913B2 · Hunt et al. · 2015 [cited by applicant]
US 9189895B2 · Phelan et al. · 2015 [cited by applicant]
US 9230250B1 · Parker et al. · 2016 [cited by applicant]
US 9230437B2 · Brinton et al. · 2016 [cited by applicant]
US 9280435B2 · Hunt et al. · 2016 [cited by applicant]
US 9311271B2 · Wright · 2016 [cited by applicant]
US 9344683B1 · Nemat-Nasser et al. · 2016 [cited by applicant]
US 9349228B2 · Ochsendorf et al. · 2016 [cited by applicant]
US 9384111B2 · Hunt et al. · 2016 [cited by applicant]
US 9389147B1 · Lambert et al. · 2016 [cited by applicant]
US 9402060B2 · Plante · 2016 [cited by applicant]
US 9412282B2 · Hunt et al. · 2016 [cited by applicant]
US 9439280B2 · Chang et al. · 2016 [cited by applicant]
US 9445270B1 · Bicket et al. · 2016 [cited by applicant]
US 9477639B2 · Fischer et al. · 2016 [cited by applicant]
US 9477989B2 · Grimm et al. · 2016 [cited by applicant]
US 9527515B2 · Hunt et al. · 2016 [cited by applicant]
US 9539901B1 · Clauss et al. · 2017 [cited by applicant]
US 9594725B1 · Cook et al. · 2017 [cited by applicant]
US 9672667B2 · Mason et al. · 2017 [cited by applicant]
US 9688282B2 · Cook et al. · 2017 [cited by applicant]
US 9728015B2 · Kwak · 2017 [cited by applicant]
US 9761063B2 · Lambert et al. · 2017 [cited by applicant]
US 9761067B2 · Plante et al. · 2017 [cited by applicant]
US 9811536B2 · Morris et al. · 2017 [cited by applicant]
US 9818088B2 · Penilla et al. · 2017 [cited by applicant]
US 9846979B1 · Sainaney et al. · 2017 [cited by applicant]
US 9849834B2 · Reed et al. · 2017 [cited by applicant]
US 9852625B2 · Victor et al. · 2017 [cited by applicant]
US 9892376B2 · Pfeiffer et al. · 2018 [cited by applicant]
US 9922567B2 · Molin et al. · 2018 [cited by applicant]
US 9934628B2 · Kreiner et al. · 2018 [cited by applicant]
US 9996980B1 · Gonzalez et al. · 2018 [cited by applicant]
US 10015452B1 · Schofield et al. · 2018 [cited by applicant]
US 10033706B2 · Bicket et al. · 2018 [cited by applicant]
US 10040459B1 · Kukreja · 2018 [cited by applicant]
US 10065652B2 · Shenoy et al. · 2018 [cited by applicant]
US 10068392B2 · Cook et al. · 2018 [cited by applicant]
US 10075669B2 · Vanman et al. · 2018 [cited by applicant]
US 10083547B1 · Tomatsu · 2018 [cited by applicant]
US 10085149B2 · Bicket et al. · 2018 [cited by applicant]
US 10094308B2 · Kolhouse et al. · 2018 [cited by applicant]
US 10096038B2 · Ramirez · 2018 [cited by examiner]
US 10102495B1 · Zhang et al. · 2018 [cited by applicant]
US 10127810B2 · Durie, Jr. et al. · 2018 [cited by applicant]
US 10157321B2 · Becker et al. · 2018 [cited by applicant]
US 10157422B2 · Jordan Peters · 2018 [cited by examiner]
US 10173486B1 · Lee et al. · 2019 [cited by applicant]
US 10173544B2 · Hendrix et al. · 2019 [cited by applicant]
US 10196071B1 · Rowson et al. · 2019 [cited by applicant]
US 10206107B2 · Bicket et al. · 2019 [cited by applicant]
US 10223935B2 · Sweany et al. · 2019 [cited by applicant]
US 10275959B2 · Ricci · 2019 [cited by applicant]
US 10286875B2 · Penilla et al. · 2019 [cited by applicant]
US 10290036B1 · Gella et al. · 2019 [cited by applicant]
US 10311749B1 · Kypri et al. · 2019 [cited by applicant]
US 10336190B2 · Yokochi et al. · 2019 [cited by applicant]
US 10388075B2 · Schmirler et al. · 2019 [cited by applicant]
US 10389739B2 · Solotorevsky · 2019 [cited by applicant]
US 10390227B2 · Bicket et al. · 2019 [cited by applicant]
US 10431089B1 · Nguyen · 2019 [cited by applicant]
US 10444949B2 · Scott et al. · 2019 [cited by applicant]
US 10445559B2 · Joseph et al. · 2019 [cited by applicant]
US 10459444B1 · Kentley-Klay · 2019 [cited by applicant]
US 10460183B2 · Welland et al. · 2019 [cited by applicant]
US 10460600B2 · Julian et al. · 2019 [cited by applicant]
US 10471955B2 · Kouri et al. · 2019 [cited by applicant]
US 10486709B1 · Mezaael · 2019 [cited by applicant]
US 10489222B2 · Sathyanarayana et al. · 2019 [cited by applicant]
US 10523904B2 · Mahmoud et al. · 2019 [cited by applicant]
US 10573183B1 · Li et al. · 2020 [cited by applicant]
US 10579123B2 · Tuan et al. · 2020 [cited by applicant]
US 10609114B1 · Bicket et al. · 2020 [cited by applicant]
US 10621873B1 · Spiel et al. · 2020 [cited by applicant]
US 10623899B2 · Watkins et al. · 2020 [cited by applicant]
US 10632941B2 · Chauncey et al. · 2020 [cited by applicant]
US 10652335B2 · Botticelli · 2020 [cited by applicant]
US 10715976B2 · Hoffner et al. · 2020 [cited by applicant]
US 10730388B1 · Briggs et al. · 2020 [cited by applicant]
US 10762363B2 · Watanabe · 2020 [cited by applicant]
US 10782691B2 · Suresh et al. · 2020 [cited by applicant]
US 10788990B2 · Kim et al. · 2020 [cited by applicant]
US 10789840B2 · Boykin et al. · 2020 [cited by applicant]
US 10803496B1 · Hopkins · 2020 [cited by applicant]
US 10818109B2 · Palmer et al. · 2020 [cited by applicant]
US 10827324B1 · Hajimiri et al. · 2020 [cited by applicant]
US 10843659B1 · Innocenzi et al. · 2020 [cited by applicant]
US 10848670B2 · Gatti et al. · 2020 [cited by applicant]
US 10878030B1 · Lambert et al. · 2020 [cited by applicant]
US 10969852B2 · Tuan et al. · 2021 [cited by applicant]
US 10979871B2 · Hajimiri et al. · 2021 [cited by applicant]
US 10999269B2 · Bicket et al. · 2021 [cited by applicant]
US 10999374B2 · ElHattab et al. · 2021 [cited by applicant]
US 11046205B1 · Govan et al. · 2021 [cited by applicant]
US 11069257B2 · Palmer et al. · 2021 [cited by applicant]
US 11080568B2 · ElHattab et al. · 2021 [cited by applicant]
US 11122488B1 · Lloyd et al. · 2021 [cited by applicant]
US 11126910B1 · Akhtar et al. · 2021 [cited by applicant]
US 11127130B1 · Jain et al. · 2021 [cited by applicant]
US 11131986B1 · Gal et al. · 2021 [cited by applicant]
US 11132853B1 · Akhtar et al. · 2021 [cited by applicant]
US 11137744B1 · Heddleston et al. · 2021 [cited by applicant]
US 11142175B2 · Chow et al. · 2021 [cited by applicant]
US 11158177B1 · ElHattab et al. · 2021 [cited by applicant]
US 11184422B1 · Bicket et al. · 2021 [cited by applicant]
US 11188046B1 · ElHattab et al. · 2021 [cited by applicant]
US 11190373B1 · Stevenson et al. · 2021 [cited by applicant]
US 11204637B2 · Tuan et al. · 2021 [cited by applicant]
US 11260878B2 · Palmer et al. · 2022 [cited by applicant]
US 11341786B1 · Calmer et al. · 2022 [cited by applicant]
US 11349901B1 · Duffield et al. · 2022 [cited by applicant]
US 11352013B1 · Srinivasan et al. · 2022 [cited by applicant]
US 11352014B1 · Srinivasan et al. · 2022 [cited by applicant]
US 11356605B1 · Shemet et al. · 2022 [cited by applicant]
US 11356909B1 · Lloyd · 2022 [cited by applicant]
US 11365980B1 · Akhtar et al. · 2022 [cited by applicant]
US 11386325B1 · Srinivasan et al. · 2022 [cited by applicant]
US 11436844B2 · Carruthers et al. · 2022 [cited by applicant]
US 11451610B1 · Saunders et al. · 2022 [cited by applicant]
US 11451611B1 · Saunders et al. · 2022 [cited by applicant]
US 11460507B2 · Lloyd et al. · 2022 [cited by applicant]
US 11464079B1 · Aschenbener et al. · 2022 [cited by applicant]
US 11479142B1 · Govan et al. · 2022 [cited by applicant]
US 11494921B2 · ElHattab et al. · 2022 [cited by applicant]
US 11501384B2 · Kraft et al. · 2022 [cited by applicant]
US 11511666B2 · Javeri et al. · 2022 [cited by applicant]
US 11522857B1 · Symons et al. · 2022 [cited by applicant]
US 11532169B1 · Hassan et al. · 2022 [cited by applicant]
US 11538338B2 · Morris et al. · 2022 [cited by applicant]
US 11548390B1 · Briggs et al. · 2023 [cited by applicant]
US 11558449B1 · Bicket et al. · 2023 [cited by applicant]
US 11587441B1 · Cheng et al. · 2023 [cited by applicant]
US 11595632B2 · Tsai et al. · 2023 [cited by applicant]
US 11599097B1 · Gal et al. · 2023 [cited by applicant]
US 11606736B1 · Lloyd et al. · 2023 [cited by applicant]
US 11611621B2 · ElHattab et al. · 2023 [cited by applicant]
US 11615141B1 · Hoye et al. · 2023 [cited by applicant]
US 11620909B2 · Tsai et al. · 2023 [cited by applicant]
US 11627252B2 · Delegard et al. · 2023 [cited by applicant]
US 11641388B1 · Saunders et al. · 2023 [cited by applicant]
US 11641604B1 · Lloyd · 2023 [cited by applicant]
US 11643102B1 · Calmer et al. · 2023 [cited by applicant]
US 11659060B2 · Davis et al. · 2023 [cited by applicant]
US 11665223B1 · Duffield et al. · 2023 [cited by applicant]
US 11669714B1 · Akhtar et al. · 2023 [cited by applicant]
US 11671478B1 · Saunders et al. · 2023 [cited by applicant]
US 11674813B1 · Chung et al. · 2023 [cited by applicant]
US 11675042B1 · Lloyd et al. · 2023 [cited by applicant]
US 11683579B1 · Symons et al. · 2023 [cited by applicant]
US 11688211B1 · Calmer et al. · 2023 [cited by applicant]
US 11694317B1 · Jain et al. · 2023 [cited by applicant]
US 11704984B1 · ElHattab et al. · 2023 [cited by applicant]
US 11709500B2 · Lloyd et al. · 2023 [cited by applicant]
US 11710409B2 · Nanda et al. · 2023 [cited by applicant]
US 11720087B1 · Heddleston et al. · 2023 [cited by applicant]
US 11727054B2 · Grandhi et al. · 2023 [cited by applicant]
US 11731469B1 · McGillan · 2023 [cited by applicant]
US 11736312B1 · Xiao et al. · 2023 [cited by applicant]
US 11741760B1 · Dubin et al. · 2023 [cited by applicant]
US 11748377B1 · Zhang et al. · 2023 [cited by applicant]
US 11752895B1 · Govan et al. · 2023 [cited by applicant]
US 11756346B1 · Wu et al. · 2023 [cited by applicant]
US 11756351B1 · Akhtar et al. · 2023 [cited by applicant]
US 11758096B2 · Shah et al. · 2023 [cited by applicant]
US 11776328B2 · Yang et al. · 2023 [cited by applicant]
US 11780446B1 · Srinivasan et al. · 2023 [cited by applicant]
US 11782930B2 · McGee et al. · 2023 [cited by applicant]
US 11787413B2 · Tsai et al. · 2023 [cited by applicant]
US 11798187B2 · Zaheer et al. · 2023 [cited by applicant]
US 11798298B2 · Hassan et al. · 2023 [cited by applicant]
US 11800317B1 · Dugar et al. · 2023 [cited by applicant]
US 11838884B1 · Dergosits et al. · 2023 [cited by applicant]
US 11842577B1 · Harrison et al. · 2023 [cited by applicant]
US 11847911B2 · ElHattab et al. · 2023 [cited by applicant]
US 11855801B1 · Stevenson et al. · 2023 [cited by applicant]
US 11861955B1 · Dubin et al. · 2024 [cited by applicant]
US 11863712B1 · Young et al. · 2024 [cited by applicant]
US 11866055B1 · Srinivasan et al. · 2024 [cited by applicant]
US 11868919B1 · Zhang et al. · 2024 [cited by applicant]
US 11875580B2 · Hassan et al. · 2024 [cited by applicant]
US 11875683B1 · Tsai et al. · 2024 [cited by applicant]
US 11890962B1 · Govan et al. · 2024 [cited by applicant]
US 11937152B2 · Hajimiri et al. · 2024 [cited by applicant]
US 11938948B1 · Davis et al. · 2024 [cited by applicant]
US 11959772B2 · Robbins et al. · 2024 [cited by applicant]
US 11974410B1 · Lin et al. · 2024 [cited by applicant]
US 11975685B1 · Innocenzi et al. · 2024 [cited by applicant]
US 11989001B1 · ElHattab et al. · 2024 [cited by applicant]
US 11995546B1 · Srinivasan et al. · 2024 [cited by applicant]
US 11997181B1 · Davis et al. · 2024 [cited by applicant]
US 12000940B1 · Lloyd et al. · 2024 [cited by applicant]
US 12106613B2 · Calmer et al. · 2024 [cited by applicant]
US 12117546B1 · Lloyd et al. · 2024 [cited by applicant]
US 12126917B1 · Shemet et al. · 2024 [cited by applicant]
US 12128919B2 · Calmer et al. · 2024 [cited by applicant]
US 12140445B1 · Akhtar et al. · 2024 [cited by applicant]
US 12150186B1 · Aguilar et al. · 2024 [cited by applicant]
US 12165360B1 · Jain et al. · 2024 [cited by applicant]
US 12168445B1 · Srinivasan et al. · 2024 [cited by applicant]
US 12172653B1 · Akhtar et al. · 2024 [cited by applicant]
US 12179629B1 · Govan et al. · 2024 [cited by applicant]
US 12197610B2 · Wen et al. · 2025 [cited by applicant]
US 12213090B1 · Dergosits et al. · 2025 [cited by applicant]
US 20020021242A1 · Flick · 2002 [cited by applicant]
US 20020061758A1 · Zarlengo et al. · 2002 [cited by applicant]
US 20020128751A1 · Engstrom et al. · 2002 [cited by applicant]
US 20020169850A1 · Batke et al. · 2002 [cited by applicant]
US 20030081935A1 · Kirmuss · 2003 [cited by applicant]
US 20030154009A1 · Basir et al. · 2003 [cited by applicant]
US 20040093264A1 · Shimizu · 2004 [cited by applicant]
US 20040236476A1 · Chowdhary · 2004 [cited by applicant]
US 20040236596A1 · Chowdhary et al. · 2004 [cited by applicant]
US 20050131585A1 · Luskin et al. · 2005 [cited by applicant]
US 20050131646A1 · Camus · 2005 [cited by applicant]
US 20050286774A1 · Porikli · 2005 [cited by applicant]
US 20060167591A1 · McNally · 2006 [cited by applicant]
US 20070050108A1 · Larschan et al. · 2007 [cited by applicant]
US 20070067086A1 · Rothschild · 2007 [cited by applicant]
US 20070173991A1 · Tenzer et al. · 2007 [cited by applicant]
US 20070208498A1 · Barker et al. · 2007 [cited by applicant]
US 20080120175A1 · Doering · 2008 [cited by applicant]
US 20080252487A1 · McClellan et al. · 2008 [cited by applicant]
US 20080262670A1 · McClellan et al. · 2008 [cited by applicant]
US 20080319602A1 · McClellan et al. · 2008 [cited by applicant]
US 20090024273A1 · Follmer et al. · 2009 [cited by applicant]
US 20090048750A1 · Breed · 2009 [cited by applicant]
US 20090079555A1 · Aguirre De Carcer et al. · 2009 [cited by applicant]
US 20090099724A1 · Kranz et al. · 2009 [cited by applicant]
US 20090141939A1 · Chambers et al. · 2009 [cited by applicant]
US 20090240427A1 · Siereveld et al. · 2009 [cited by applicant]
US 20100030586A1 · Taylor et al. · 2010 [cited by applicant]
US 20100049639A1 · Ferro et al. · 2010 [cited by applicant]
US 20100121526A1 · Pham · 2010 [cited by applicant]
US 20100205012A1 · McClellan · 2010 [cited by applicant]
US 20100207787A1 · Catten · 2010 [cited by examiner]
US 20100281161A1 · Cohn et al. · 2010 [cited by applicant]
US 20110060496A1 · Nielsen et al. · 2011 [cited by applicant]
US 20110093306A1 · Nielsen et al. · 2011 [cited by applicant]
US 20110184588A1 · Brusilovsky · 2011 [cited by examiner]
US 20110234749A1 · Alon · 2011 [cited by applicant]
US 20110276265A1 · Husain · 2011 [cited by applicant]
US 20110301802A1 · Rupp et al. · 2011 [cited by applicant]
US 20120109418A1 · Lorber · 2012 [cited by applicant]
US 20120194357A1 · Ciolli · 2012 [cited by applicant]
US 20120201277A1 · Tanner et al. · 2012 [cited by applicant]
US 20120218416A1 · Leny et al. · 2012 [cited by applicant]
US 20120235625A1 · Takehara · 2012 [cited by applicant]
US 20120262104A1 · Kirsch · 2012 [cited by applicant]
US 20120303397A1 · Prosser · 2012 [cited by applicant]
US 20130073112A1 · Phelan et al. · 2013 [cited by applicant]
US 20130162421A1 · Inaguma et al. · 2013 [cited by applicant]
US 20130162425A1 · Raghunathan et al. · 2013 [cited by applicant]
US 20130164713A1 · Hunt et al. · 2013 [cited by applicant]
US 20130211559A1 · Lawson et al. · 2013 [cited by applicant]
US 20130244210A1 · Nath et al. · 2013 [cited by applicant]
US 20130250040A1 · Vitsnudel et al. · 2013 [cited by applicant]
US 20130328861A1 · Arikan · 2013 [cited by examiner]
US 20130332004A1 · Gompert et al. · 2013 [cited by applicant]
US 20140012492A1 · Bowers et al. · 2014 [cited by applicant]
US 20140095061A1 · Hyde · 2014 [cited by applicant]
US 20140098060A1 · McQuade et al. · 2014 [cited by applicant]
US 20140113619A1 · Tibbitts et al. · 2014 [cited by applicant]
US 20140159660A1 · Klose et al. · 2014 [cited by applicant]
US 20140170602A1 · Reed · 2014 [cited by applicant]
US 20140195106A1 · McQuade et al. · 2014 [cited by applicant]
US 20140223090A1 · Malone · 2014 [cited by applicant]
US 20140278108A1 · Kerrigan et al. · 2014 [cited by applicant]
US 20140293069A1 · Lazar et al. · 2014 [cited by applicant]
US 20140328517A1 · Gluncic · 2014 [cited by applicant]
US 20140337429A1 · Asenjo et al. · 2014 [cited by applicant]
US 20140354227A1 · Tyagi et al. · 2014 [cited by applicant]
US 20140354228A1 · Williams et al. · 2014 [cited by applicant]
US 20150025734A1 · Cook et al. · 2015 [cited by applicant]
US 20150044641A1 · Chauncey et al. · 2015 [cited by applicant]
US 20150074091A1 · Walkin et al. · 2015 [cited by applicant]
US 20150116114A1 · Boyles · 2015 [cited by applicant]
US 20150161886A1 · Kesting et al. · 2015 [cited by applicant]
US 20150226563A1 · Cox et al. · 2015 [cited by applicant]
US 20150283912A1 · Shimizu et al. · 2015 [cited by applicant]
US 20150347121A1 · Harumoto · 2015 [cited by applicant]
US 20160046298A1 · DeRuyck et al. · 2016 [cited by applicant]
US 20160110066A1 · McCormick et al. · 2016 [cited by applicant]
US 20160114807A1 · Phelan et al. · 2016 [cited by applicant]
US 20160176401A1 · Pilkington · 2016 [cited by applicant]
US 20160275376A1 · Kant · 2016 [cited by applicant]
US 20160288744A1 · Rutherford et al. · 2016 [cited by applicant]
US 20160293049A1 · Monahan et al. · 2016 [cited by applicant]
US 20160343091A1 · Han et al. · 2016 [cited by applicant]
US 20160375780A1 · Penilla et al. · 2016 [cited by applicant]
US 20170032480A1 · Wong et al. · 2017 [cited by applicant]
US 20170039784A1 · Gelbart et al. · 2017 [cited by applicant]
US 20170060726A1 · Glistvain · 2017 [cited by applicant]
US 20170102463A1 · Hwang · 2017 [cited by applicant]
US 20170123397A1 · Billi et al. · 2017 [cited by applicant]
US 20170124476A1 · Levinson et al. · 2017 [cited by applicant]
US 20170140603A1 · Ricci · 2017 [cited by applicant]
US 20170195265A1 · Billi et al. · 2017 [cited by applicant]
US 20170200061A1 · Julian et al. · 2017 [cited by applicant]
US 20170263049A1 · MacDonald et al. · 2017 [cited by applicant]
US 20170263120A1 · Durie, Jr. et al. · 2017 [cited by applicant]
US 20170278004A1 · McElhinney et al. · 2017 [cited by applicant]
US 20170286838A1 · Cipriani et al. · 2017 [cited by applicant]
US 20170291611A1 · Innes et al. · 2017 [cited by applicant]
US 20170291800A1 · Scoville et al. · 2017 [cited by applicant]
US 20170323641A1 · Shimizu et al. · 2017 [cited by applicant]
US 20170332199A1 · Elliott et al. · 2017 [cited by applicant]
US 20170345283A1 · Kwon et al. · 2017 [cited by applicant]
US 20170366935A1 · Ahmadzadeh et al. · 2017 [cited by applicant]
US 20180001771A1 · Park et al. · 2018 [cited by applicant]
US 20180001899A1 · Shenoy et al. · 2018 [cited by applicant]
US 20180012196A1 · Ricci et al. · 2018 [cited by applicant]
US 20180025636A1 · Boykin et al. · 2018 [cited by applicant]
US 20180063576A1 · Tillman et al. · 2018 [cited by applicant]
US 20180068206A1 · Pollach et al. · 2018 [cited by applicant]
US 20180072313A1 · Stenneth · 2018 [cited by applicant]
US 20180075309A1 · Sathyanarayana et al. · 2018 [cited by applicant]
US 20180093672A1 · Terwilliger et al. · 2018 [cited by applicant]
US 20180174485A1 · Stankoulov · 2018 [cited by applicant]
US 20180234514A1 · Rajiv et al. · 2018 [cited by applicant]
US 20180247109A1 · Joseph et al. · 2018 [cited by applicant]
US 20180253109A1 · Fontaine et al. · 2018 [cited by applicant]
Cited By (18)
US 12,425,973 US 12,426,007 US 12,450,329 US 12,511,947 US 12,524,314 US 12,534,097 US 12,561,624 US 12,565,143 US 12,621,184 US 12,626,200 US 12,630,050 US 12,646,402 US 12,651,529 US 12,662,152 US 12,665,989 US 12,671,464 US 12,675,419 US 12,701,004