IP Library › Granted Patent US 12,361,432
Granted Patent B1
US 12,361,432 · App. 17/384,487 · Granted Jul 15, 2025

System and method for customer and/or container discovery based on GPS drive path analysis for a waste / recycling service vehicle

Inventors: Sergiy Savchenko (Houston, TX); Hemachandra Pillutla (Houston, TX)
Assignee: WM INTELLECTUAL PROPERTY HOLDINGS, L.L.C.
G06Q30/018B60W40/10G01C21/3407G01C21/3626G01S19/42G06Q10/30G06Q50/26G07C5/008B60W2520/00
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 12,361,432
App. No.
17/384,487
Granted
Jul 15, 2025
Kind
B1
Abstract

A system and method for vehicle drive path analysis for a waste/recycling service vehicle are provided. The system and method can enable identifying of the customers and/or container locations for waste and recycling collection routes using vehicle drive path analysis. Some non-limiting properties that can be derived from the analysis include the customer location, address of customers, and/or the locations of containers at the customer location.

Claims (76)

1. A method of identifying a residential customer location on a service route for a waste or recycling service vehicle, the method comprising:

collecting location information for the waste or recycling service vehicle during a plurality of time intervals as the service vehicle travels along the service route, wherein the location information is collected using a global positioning system (GPS) associated with the waste or recycling service vehicle;

associating the location information with street network data relating to the service route, wherein the street network data comprises spatial geometry of the street;

identifying a vehicle stop point on the service route based on one or more of: (i) a determination that the location information for two consecutive time intervals is the same or similar; and/or (ii) a determination based on low speed of the vehicle indicating that customer service is being performed, wherein low speed of the vehicle comprises average vehicle speed of less than 0.5 miles per hour for a time period of greater than 1-3 minutes;

determining whether there is a correspondence between the vehicle stop point and parcel data information relating to the service route; and

designating the location of the residential customer at a parcel from the parcel data information corresponding to the vehicle stop point, wherein the parcel data information comprises:

a parcel owner name;

an address of the parcel;

a type of land use associated with the parcel;

geographic information relating to the spatial geometry of the boundary of the parcel; and

geographic information relating to the centroid of the parcel.

2. The method of claim 1 , wherein the street network data further comprises a street name, a street type, address ranges, length of the street segment associated with the address ranges, location of the vehicle on the street, and a side of the street on which residential waste or recycling services are provided.

3. The method of claim 1 , further comprising:

displaying a segment of the service route on a geographic map on a display screen of a computerized user device; and

identifying the vehicle stop point on the service route.

4. The method of claim 1 , further comprising:

repeating the steps of collecting, associating, identifying, and determining for a plurality of iterations of the service vehicle traveling along the service route; and

designating the location of the residential customer at the parcel corresponding to the vehicle stop point based on the plurality of iterations.

5. The method of claim 1 , wherein the time intervals for collecting GPS pings are ten seconds or less.

6. A system for identifying a residential customer location on a service route for a waste or recycling service vehicle, the system comprising:

a waste or recycling service vehicle;

a memory storage area; and

a processor in communication with the memory storage area and configured to:

collect location information for the waste or recycling service vehicle during a plurality of time intervals as the service vehicle travels along the service route, wherein the location information is collected using a global positioning system (GPS) associated with the waste or recycling service vehicle;

associate the location information with street network data relating to the service route, wherein the street network data comprises spatial geometry of the street;

identify a vehicle stop point on the service route based on one or more of: (i) a determination that the location information for two consecutive time intervals is the same or similar; and/or (ii) a determination based on low speed of the vehicle indicating that customer service is being performed, wherein low speed of the vehicle comprises average vehicle speed of less than 0.5 miles per hour for a time period of greater than 1-3 minutes;

determine whether there is a correspondence between the vehicle stop point and parcel data information relating to the service route; and

designate the location of the residential customer at a parcel from the parcel data information corresponding to the vehicle stop point, wherein the parcel data information comprises:

a parcel owner name;

an address of the parcel;

a type of land use associated with the parcel;

geographic information relating to the spatial geometry of the boundary of the parcel; and

geographic information relating to the centroid of the parcel.

7. The method of claim 1 , wherein the time intervals are ten seconds are less, and wherein the method further comprises: verifying the location of the commercial customer at the vehicle stop point based on user data provided by a user on a computing device onboard the service vehicle and relating to the service route.

8. A method of identifying a residential container location on a service route for a waste or recycling service vehicle, the method comprising:

collecting location information for the waste or recycling service vehicle during a plurality of time intervals as the service vehicle travels along the service route, wherein the location information is collected using a global positioning system (GPS) associated with the waste or recycling service vehicle;

associating the location information with street network data relating to the service route, wherein the street network data comprises spatial geometry of the street;

identifying a vehicle stop point on the service route based on one or more of: (i) a determination that the location information for two consecutive time intervals is the same or similar; and/or (ii) a determination based on low speed of the vehicle indicating that customer service is being performed, wherein low speed of the vehicle comprises average vehicle speed of less than 0.5 miles per hour for a time period of greater than 1-3 minutes;

determining whether there is a correspondence between the vehicle stop point and parcel data information relating to the service route;

designating the location of the residential customer at a parcel from the parcel data information corresponding to the vehicle stop point; and

designating a container location for the residential customer at the vehicle stop point based on customer account properties associated with the vehicle stop point, wherein the customer account properties comprise one or more of: (i) geographic location of stop point; or (ii) time of stop point, and wherein the parcel data information comprises:

a parcel owner name;

an address of the parcel;

a type of land use associated with the parcel;

geographic information relating to the spatial geometry of the boundary of the parcel; and

geographic information relating to the centroid of the parcel.

9. A system for identifying a residential container location on a service route for a waste or recycling service vehicle, the system comprising:

a waste or recycling service vehicle;

a memory storage area; and

a processor in communication with the memory storage area and configured to:

collect location information for the waste or recycling service vehicle during a plurality of time intervals as the service vehicle travels along the service route, wherein the location information is collected using a global positioning system (GPS) associated with the waste or recycling service vehicle;

associate the location information with street network data relating to the service route, wherein the street network data comprises spatial geometry of the street;

identify a vehicle stop point on the service route based on one or more of: (i) a determination that the location information for two consecutive time intervals is the same or similar; and/or (ii) a determination based on low speed of the vehicle indicating that customer service is being performed, wherein low speed of the vehicle comprises average vehicle speed of less than 0.5 miles per hour for a time period of greater than 1-3 minutes;

determine whether there is a correspondence between the vehicle stop point and parcel data information relating to the service route;

designate the location of the residential customer at a parcel from the parcel data information corresponding to the vehicle stop point; and

designate a container location for the residential customer at the vehicle stop point based on customer account properties associated with the vehicle stop point, wherein the customer account properties comprise one or more of: (i) geographic location of stop point; or (ii) time of stop point, and wherein the parcel data information comprises:

a parcel owner name;

an address of the parcel;

a type of land use associated with the parcel;

geographic information relating to the spatial geometry of the boundary of the parcel; and

geographic information relating to the centroid of the parcel.

10. The method of claim 1 , wherein the street network data further comprises a street network having a digital representation of a street in a vector file format, and wherein a single segment of the street network is an edge, and wherein geometry of the edge is presented as a collection of two or more points on the edge.

11. The system of claim 6 , wherein the street network data further comprises a street network having a digital representation of a street in a vector file format, and wherein a single segment of the street network is an edge, and wherein geometry of the edge is presented as a collection of two or more points on the edge.

12. The method of claim 8 , wherein the street network data further comprises a street network having a digital representation of a street in a vector file format, and wherein a single segment of the street network is an edge, and wherein geometry of the edge is presented as a collection of two or more points on the edge.

13. The system of claim 9 , wherein the street network data further comprises a street network having a digital representation of a street in a vector file format, and wherein a single segment of the street network is an edge, and wherein geometry of the edge is presented as a collection of two or more points on the edge.

14. The method of claim 1 , wherein the designating of the location of the residential customer at the parcel comprises discovery of a positively identified customer at the location.

15. The system of claim 6 , wherein the designating of the location of the residential customer at the parcel comprises discovery of a positively identified customer at the location.

16. The method of claim 8 , wherein the designating of the location of the residential customer at the parcel comprises discovery of a positively identified customer at the location.

17. The system of claim 9 , wherein the designating of the location of the residential customer at the parcel comprises discovery of a positively identified customer at the location.

18. The method of claim 1 , wherein the parcel data comprises a parcel data network with spatial geometry of the parcel.

19. The system of claim 6 , wherein the parcel data comprises a parcel data network with spatial geometry of the parcel.

20. The method of claim 8 , wherein the parcel data comprises a parcel data network with spatial geometry of the parcel.

21. The system of claim 9 , wherein the parcel data comprises a parcel data network with spatial geometry of the parcel.

22. The system of claim 6 , wherein the street network data further comprises a street name, a street type, address ranges, length of the street segment associated with the address ranges, location of the vehicle on the street, and a side of the street on which residential waste or recycling services are provided.

23. The method of claim 8 , wherein the street network data further comprises a street name, a street type, address ranges, length of the street segment associated with the address ranges, location of the vehicle on the street, and a side of the street on which residential waste or recycling services are provided.

24. The system of claim 9 , wherein the street network data further comprises a street name, a street type, address ranges, length of the street segment associated with the address ranges, location of the vehicle on the street, and a side of the street on which residential waste or recycling services are provided.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 23, 2021
From: SAVCHENKO, SERGIY; PILLUTLA, HEMACHANDRA
To: WM INTELLECTUAL PROPERTY HOLDINGS, L.L.C.
Reel/Frame 056967/0663 →
Continuity (1)
Provisional Application 63158748 · Mar 9, 2021
References Cited (400)
US 1112841A · Rugh · 1914 [cited by applicant]
US 3202305A · Hierpich · 1965 [cited by applicant]
US 5072833A · Hansen et al. · 1991 [cited by applicant]
US 5230393A · Mezey · 1993 [cited by applicant]
US 5245137A · Bowman et al. · 1993 [cited by applicant]
US 5278914A · Kinoshita et al. · 1994 [cited by applicant]
US 5489898A · Shigekusa et al. · 1996 [cited by applicant]
US 5565846A · Geiszler et al. · 1996 [cited by applicant]
US 5762461A · Frohlingsdorf · 1998 [cited by applicant]
US 5837945A · Cornwell et al. · 1998 [cited by applicant]
US 6097995A · Tipton et al. · 2000 [cited by applicant]
US 6408261B1 · Durbin · 2002 [cited by applicant]
US 6448898B1 · Kasik · 2002 [cited by applicant]
US 6510376B2 · Burnstein et al. · 2003 [cited by applicant]
US 6563433B2 · Fujiwara · 2003 [cited by applicant]
US 6729540B2 · Ogawa · 2004 [cited by applicant]
US 6811030B1 · Compton et al. · 2004 [cited by applicant]
US 7146294B1 · Waitkus, Jr. · 2006 [cited by applicant]
US 7330128B1 · Lombardo et al. · 2008 [cited by applicant]
US 7383195B2 · Mallett et al. · 2008 [cited by applicant]
US 7406402B1 · Waitkus, Jr. · 2008 [cited by applicant]
US 7501951B2 · Maruca et al. · 2009 [cited by applicant]
US 7511611B2 · Sabino et al. · 2009 [cited by applicant]
US 7536457B2 · Miller · 2009 [cited by applicant]
US 7659827B2 · Gunderson et al. · 2010 [cited by applicant]
US 7804426B2 · Etcheson · 2010 [cited by applicant]
US 7817021B2 · Date et al. · 2010 [cited by applicant]
US 7870042B2 · Maruca et al. · 2011 [cited by applicant]
US 7878392B2 · Mayers et al. · 2011 [cited by applicant]
US 7957937B2 · Waitkus, Jr. · 2011 [cited by applicant]
US 7994909B2 · Maruca et al. · 2011 [cited by applicant]
US 7999688B2 · Healey et al. · 2011 [cited by applicant]
US 8020767B2 · Reeves et al. · 2011 [cited by applicant]
US 8056817B2 · Flood · 2011 [cited by applicant]
US 8146798B2 · Flood et al. · 2012 [cited by applicant]
US 8185277B2 · Flood et al. · 2012 [cited by applicant]
US 8269617B2 · Cook et al. · 2012 [cited by applicant]
US 8314708B2 · Gunderson et al. · 2012 [cited by applicant]
US 8330059B2 · Curotto · 2012 [cited by applicant]
US 8332247B1 · Bailey et al. · 2012 [cited by applicant]
US 8373567B2 · Denson · 2013 [cited by applicant]
US 8374746B2 · Plante · 2013 [cited by applicant]
US 8384540B2 · Reyes et al. · 2013 [cited by applicant]
US 8417632B2 · Robohm et al. · 2013 [cited by applicant]
US 8433617B2 · Goad et al. · 2013 [cited by applicant]
US 8485301B2 · Grubaugh et al. · 2013 [cited by applicant]
US 8508353B2 · Cook et al. · 2013 [cited by applicant]
US 8542121B2 · Maruca et al. · 2013 [cited by applicant]
US 8550252B2 · Borowski et al. · 2013 [cited by applicant]
US 8564426B2 · Cook et al. · 2013 [cited by applicant]
US 8564446B2 · Gunderson et al. · 2013 [cited by applicant]
US 8602298B2 · Gonen · 2013 [cited by applicant]
US 8606492B1 · Botnen · 2013 [cited by applicant]
US 8630773B2 · Lee et al. · 2014 [cited by applicant]
US 8645189B2 · Lyle · 2014 [cited by applicant]
US 8674243B2 · Curotto · 2014 [cited by applicant]
US 8676428B2 · Richardson et al. · 2014 [cited by applicant]
US 8714440B2 · Flood et al. · 2014 [cited by applicant]
US 8738423B2 · Lyle · 2014 [cited by applicant]
US 8744642B2 · Nemat-Nasser et al. · 2014 [cited by applicant]
US 8803695B2 · Denson · 2014 [cited by applicant]
US 8818908B2 · Altice et al. · 2014 [cited by applicant]
US 8849501B2 · Cook et al. · 2014 [cited by applicant]
US 8854199B2 · Cook et al. · 2014 [cited by applicant]
US 8862495B2 · Ritter · 2014 [cited by applicant]
US 8880279B2 · Plante · 2014 [cited by applicant]
US 8930072B1 · Lambert et al. · 2015 [cited by applicant]
US 8952819B2 · Nemat-Nasser · 2015 [cited by applicant]
US 8970703B1 · Thomas et al. · 2015 [cited by applicant]
US 8996234B1 · Tamari et al. · 2015 [cited by applicant]
US 9047721B1 · Botnen · 2015 [cited by applicant]
US 9058706B2 · Cheng · 2015 [cited by applicant]
US 9098884B2 · Borowski et al. · 2015 [cited by applicant]
US 9098956B2 · Lambert et al. · 2015 [cited by applicant]
US 9111453B1 · Alselimi · 2015 [cited by applicant]
US 9158962B1 · Nemat-Nasser et al. · 2015 [cited by applicant]
US 9180887B2 · Nemat-Nasser et al. · 2015 [cited by applicant]
US 9189899B2 · Cook et al. · 2015 [cited by applicant]
US 9226004B1 · Plante · 2015 [cited by applicant]
US 9235750B1 · Sutton et al. · 2016 [cited by applicant]
US 9238467B1 · Hoye et al. · 2016 [cited by applicant]
US 9240079B2 · Lambert et al. · 2016 [cited by applicant]
US 9240080B2 · Lambert et al. · 2016 [cited by applicant]
US 9245391B2 · Cook et al. · 2016 [cited by applicant]
US 9247040B1 · Sutton · 2016 [cited by applicant]
US 9251388B2 · Flood · 2016 [cited by applicant]
US 9268741B1 · Lambert et al. · 2016 [cited by applicant]
US 9275090B2 · Denson · 2016 [cited by applicant]
US 9280857B2 · Lambert et al. · 2016 [cited by applicant]
US 9292980B2 · Cook et al. · 2016 [cited by applicant]
US 9298575B2 · Tamari et al. · 2016 [cited by applicant]
US 9317980B2 · Cook et al. · 2016 [cited by applicant]
US 9330287B2 · Graczyk et al. · 2016 [cited by applicant]
US 9341487B2 · Bonhomme · 2016 [cited by applicant]
US 9342884B2 · Mask · 2016 [cited by applicant]
US 9344683B1 · Nemat-Nasser et al. · 2016 [cited by applicant]
US 9347818B2 · Curotto · 2016 [cited by applicant]
US 9358926B2 · Lambert et al. · 2016 [cited by applicant]
US 9373257B2 · Bonhomme · 2016 [cited by applicant]
US 9389147B1 · Lambert et al. · 2016 [cited by applicant]
US 9390568B2 · Nemat-Nasser et al. · 2016 [cited by applicant]
US 9396453B2 · Hynes et al. · 2016 [cited by applicant]
US 9401985B2 · Sutton · 2016 [cited by applicant]
US 9403278B1 · Van Kampen et al. · 2016 [cited by applicant]
US 9405992B2 · Badholm et al. · 2016 [cited by applicant]
US 9418488B1 · Lambert · 2016 [cited by applicant]
US 9428195B1 · Surpi · 2016 [cited by applicant]
US 9442194B2 · Kurihara et al. · 2016 [cited by applicant]
US 9463110B2 · Nishtala et al. · 2016 [cited by applicant]
US 9466212B1 · Stumphauzer et al. · 2016 [cited by applicant]
US 9472083B2 · Nemat-Nasser · 2016 [cited by applicant]
US 9495811B2 · Herron · 2016 [cited by applicant]
US 9501690B2 · Nemat-Nasser et al. · 2016 [cited by applicant]
US 9520046B2 · Call et al. · 2016 [cited by applicant]
US 9525967B2 · Mamlyuk · 2016 [cited by applicant]
US 9546040B2 · Flood et al. · 2017 [cited by applicant]
US 9573601B2 · Hoye et al. · 2017 [cited by applicant]
US 9574892B2 · Rodoni · 2017 [cited by applicant]
US 9586756B2 · O'Riordan et al. · 2017 [cited by applicant]
US 9589393B2 · Botnen · 2017 [cited by applicant]
US 9594725B1 · Cook et al. · 2017 [cited by applicant]
US 9595191B1 · Surpi · 2017 [cited by applicant]
US 9597997B2 · Mitsuta et al. · 2017 [cited by applicant]
US 9604648B2 · Tamari et al. · 2017 [cited by applicant]
US 9633318B2 · Plante · 2017 [cited by applicant]
US 9633576B2 · Reed · 2017 [cited by applicant]
US 9639535B1 · Ripley · 2017 [cited by applicant]
US 9646651B1 · Richardson · 2017 [cited by applicant]
US 9650051B2 · Hoye et al. · 2017 [cited by applicant]
US 9679210B2 · Sutton et al. · 2017 [cited by applicant]
US 9685098B1 · Kypri · 2017 [cited by applicant]
US 9688282B2 · Cook · 2017 [cited by applicant]
US 9702113B2 · Kotaki et al. · 2017 [cited by applicant]
US 9707595B2 · Ripley · 2017 [cited by applicant]
US 9721342B2 · Mask · 2017 [cited by applicant]
US 9734717B1 · Surpi et al. · 2017 [cited by applicant]
US 9754382B1 · Rodoni · 2017 [cited by applicant]
US 9766086B1 · Rodoni · 2017 [cited by applicant]
US 9778058B2 · Rodoni · 2017 [cited by applicant]
US 9803994B1 · Rodoni · 2017 [cited by applicant]
US 9824336B2 · Borges et al. · 2017 [cited by applicant]
US 9824337B1 · Rodoni · 2017 [cited by applicant]
US 9829892B1 · Rodoni · 2017 [cited by applicant]
US 9834375B2 · Jenkins et al. · 2017 [cited by applicant]
US 9852405B1 · Rodoni et al. · 2017 [cited by applicant]
US 10029685B1 · Hubbard · 2018 [cited by examiner]
US 10152737B2 · Lyman · 2018 [cited by applicant]
US 10198718B2 · Rodoni · 2019 [cited by applicant]
US 10204324B2 · Rodoni · 2019 [cited by applicant]
US 10210623B2 · Rodoni · 2019 [cited by applicant]
US 10255577B1 · Steves et al. · 2019 [cited by applicant]
US 10311501B1 · Rodoni · 2019 [cited by applicant]
US 10332197B2 · Kekalainen et al. · 2019 [cited by applicant]
US 10354232B2 · Tomlin, Jr. et al. · 2019 [cited by applicant]
US 10382915B2 · Rodoni · 2019 [cited by applicant]
US 10410183B2 · Bostick et al. · 2019 [cited by applicant]
US 10594991B1 · Skolnick · 2020 [cited by applicant]
US 10625934B2 · Mallady · 2020 [cited by applicant]
US 10628805B2 · Rodatos · 2020 [cited by applicant]
US 10750134B1 · Skolnick · 2020 [cited by applicant]
US 10855958B1 · Skolnick · 2020 [cited by applicant]
US 10911726B1 · Skolnick · 2021 [cited by applicant]
US 11074557B2 · Flood · 2021 [cited by applicant]
US 11128841B1 · Skolnick · 2021 [cited by applicant]
US 11140367B1 · Skolnick · 2021 [cited by applicant]
US 11172171B1 · Skolnick · 2021 [cited by applicant]
US 11222491B2 · Romano et al. · 2022 [cited by applicant]
US 11315085B2 · Candel et al. · 2022 [cited by applicant]
US 11340079B1 · Ebrahimi Afrouzi et al. · 2022 [cited by applicant]
US 11348269B1 · Ebrahimi Afrouzi et al. · 2022 [cited by applicant]
US 11373536B1 · Savchenko · 2022 [cited by applicant]
US 11386362B1 · Kim · 2022 [cited by applicant]
US 11425340B1 · Skolnick · 2022 [cited by applicant]
US 11475416B1 · Patel et al. · 2022 [cited by applicant]
US 11475417B1 · Patel et al. · 2022 [cited by applicant]
US 11488118B1 · Patel et al. · 2022 [cited by applicant]
US 11616933B1 · Skolnick · 2023 [cited by applicant]
US 11640764B1 · Alonso Lopez et al. · 2023 [cited by applicant]
US 11673740B2 · Leon · 2023 [cited by applicant]
US 11715150B2 · Rodoni · 2023 [cited by applicant]
US 11727337B1 · Savchenko · 2023 [cited by applicant]
US 11790290B1 · Kim et al. · 2023 [cited by applicant]
US 11928693B1 · Savchenko et al. · 2024 [cited by applicant]
US 11977381B1 · Patel et al. · 2024 [cited by applicant]
US 12015880B1 · Skolnick · 2024 [cited by applicant]
US 12136071B1 · Patel et al. · 2024 [cited by applicant]
US 12266268B1 · Savchenko et al. · 2025 [cited by applicant]
US 20020069097A1 · Conrath · 2002 [cited by applicant]
US 20020077875A1 · Nadir · 2002 [cited by applicant]
US 20020125315A1 · Ogawa · 2002 [cited by applicant]
US 20020194144A1 · Berry · 2002 [cited by applicant]
US 20030014334A1 · Tsukamoto · 2003 [cited by applicant]
US 20030031543A1 · Elbrink · 2003 [cited by applicant]
US 20030069745A1 · Zenko · 2003 [cited by applicant]
US 20030191658A1 · Rajewski · 2003 [cited by applicant]
US 20030233261A1 · Kawahara et al. · 2003 [cited by applicant]
US 20040039595A1 · Berry · 2004 [cited by applicant]
US 20040167799A1 · Berry · 2004 [cited by applicant]
US 20050038572A1 · Krupowicz · 2005 [cited by applicant]
US 20050080520A1 · Kline et al. · 2005 [cited by applicant]
US 20050182643A1 · Shirvanian · 2005 [cited by applicant]
US 20050209825A1 · Ogawa · 2005 [cited by applicant]
US 20050234911A1 · Hess et al. · 2005 [cited by applicant]
US 20050261917A1 · Forget Shield · 2005 [cited by applicant]
US 20060235808A1 · Berry · 2006 [cited by applicant]
US 20070150138A1 · Plante · 2007 [cited by applicant]
US 20070260466A1 · Casella et al. · 2007 [cited by applicant]
US 20070278140A1 · Mallett et al. · 2007 [cited by applicant]
US 20080010197A1 · Scherer · 2008 [cited by applicant]
US 20080065324A1 · Muramatsu et al. · 2008 [cited by applicant]
US 20080077541A1 · Scherer et al. · 2008 [cited by applicant]
US 20080202357A1 · Flood · 2008 [cited by applicant]
US 20080234889A1 · Sorensen · 2008 [cited by applicant]
US 20090014363A1 · Gonen et al. · 2009 [cited by applicant]
US 20090024479A1 · Gonen et al. · 2009 [cited by applicant]
US 20090055239A1 · Waitkus, Jr. · 2009 [cited by applicant]
US 20090083090A1 · Rolfes et al. · 2009 [cited by applicant]
US 20090126473A1 · Porat et al. · 2009 [cited by applicant]
US 20090138358A1 · Gonen et al. · 2009 [cited by applicant]
US 20090157255A1 · Plante · 2009 [cited by applicant]
US 20090161907A1 · Healey et al. · 2009 [cited by applicant]
US 20100017276A1 · Wolff et al. · 2010 [cited by applicant]
US 20100071572A1 · Carroll et al. · 2010 [cited by applicant]
US 20100119341A1 · Flood et al. · 2010 [cited by applicant]
US 20100175556A1 · Kummer et al. · 2010 [cited by applicant]
US 20100185506A1 · Wolff et al. · 2010 [cited by applicant]
US 20100217715A1 · Lipcon · 2010 [cited by applicant]
US 20100312601A1 · Lin · 2010 [cited by applicant]
US 20110108620A1 · Wadden et al. · 2011 [cited by applicant]
US 20110116899A1 · Dickens · 2011 [cited by applicant]
US 20110137776A1 · Goad et al. · 2011 [cited by applicant]
US 20110208429A1 · Zheng et al. · 2011 [cited by applicant]
US 20110225098A1 · Wolff et al. · 2011 [cited by applicant]
US 20110260878A1 · Rigling · 2011 [cited by applicant]
US 20110279245A1 · Hynes et al. · 2011 [cited by applicant]
US 20110316689A1 · Reyes et al. · 2011 [cited by applicant]
US 20120029980A1 · Paz et al. · 2012 [cited by applicant]
US 20120029985A1 · Wilson et al. · 2012 [cited by applicant]
US 20120047080A1 · Rodatos · 2012 [cited by applicant]
US 20120262568A1 · Ruthenberg · 2012 [cited by applicant]
US 20120265589A1 · Whittier · 2012 [cited by applicant]
US 20120310691A1 · Carlsson et al. · 2012 [cited by applicant]
US 20130024335A1 · Lok · 2013 [cited by applicant]
US 20130039728A1 · Price et al. · 2013 [cited by applicant]
US 20130041832A1 · Rodatos · 2013 [cited by applicant]
US 20130075468A1 · Wadden et al. · 2013 [cited by applicant]
US 20130311089A1 · Freed et al. · 2013 [cited by applicant]
US 20130332238A1 · Lyle · 2013 [cited by applicant]
US 20130332247A1 · Gu · 2013 [cited by applicant]
US 20140060939A1 · Eppert · 2014 [cited by applicant]
US 20140112673A1 · Sayama · 2014 [cited by applicant]
US 20140114868A1 · Wan et al. · 2014 [cited by applicant]
US 20140172174A1 · Poss et al. · 2014 [cited by applicant]
US 20140214697A1 · Mcsweeney · 2014 [cited by applicant]
US 20140236446A1 · Spence · 2014 [cited by applicant]
US 20140278630A1 · Gates et al. · 2014 [cited by applicant]
US 20140379588A1 · Gates et al. · 2014 [cited by applicant]
US 20150095103A1 · Rajamani et al. · 2015 [cited by applicant]
US 20150100428A1 · Parkinson, Jr. · 2015 [cited by applicant]
US 20150144012A1 · Frybarger · 2015 [cited by applicant]
US 20150278759A1 · Harris et al. · 2015 [cited by applicant]
US 20150294431A1 · Fiorucci et al. · 2015 [cited by applicant]
US 20150298903A1 · Luxford · 2015 [cited by applicant]
US 20150302364A1 · Calzada et al. · 2015 [cited by applicant]
US 20150307273A1 · Lyman · 2015 [cited by applicant]
US 20150324760A1 · Borowski et al. · 2015 [cited by applicant]
US 20150326829A1 · Kurihara et al. · 2015 [cited by applicant]
US 20150348252A1 · Mask · 2015 [cited by applicant]
US 20150350610A1 · Loh · 2015 [cited by applicant]
US 20160021287A1 · Loh · 2016 [cited by applicant]
US 20160044285A1 · Gasca et al. · 2016 [cited by applicant]
US 20160179065A1 · Shahabdeen · 2016 [cited by applicant]
US 20160187188A1 · Curotto · 2016 [cited by applicant]
US 20160224846A1 · Cardno · 2016 [cited by applicant]
US 20160232498A1 · Tomlin, Jr. et al. · 2016 [cited by applicant]
US 20160239689A1 · Flood · 2016 [cited by applicant]
US 20160247058A1 · Kreiner et al. · 2016 [cited by applicant]
US 20160292653A1 · Gonen · 2016 [cited by applicant]
US 20160300297A1 · Kekalainen et al. · 2016 [cited by applicant]
US 20160321619A1 · Inan et al. · 2016 [cited by applicant]
US 20160334236A1 · Mason et al. · 2016 [cited by applicant]
US 20160335814A1 · Tamari et al. · 2016 [cited by applicant]
US 20160372225A1 · Lefkowitz et al. · 2016 [cited by applicant]
US 20160377445A1 · Rodoni · 2016 [cited by applicant]
US 20160379152A1 · Rodoni · 2016 [cited by applicant]
US 20160379154A1 · Rodoni · 2016 [cited by applicant]
US 20170008671A1 · Whitman et al. · 2017 [cited by applicant]
US 20170011363A1 · Whitman et al. · 2017 [cited by applicant]
US 20170029209A1 · Smith et al. · 2017 [cited by applicant]
US 20170046528A1 · Lambert · 2017 [cited by applicant]
US 20170061222A1 · Hoye et al. · 2017 [cited by applicant]
US 20170076249A1 · Byron et al. · 2017 [cited by applicant]
US 20170081120A1 · Liu et al. · 2017 [cited by applicant]
US 20170086230A1 · Azevedo et al. · 2017 [cited by applicant]
US 20170109704A1 · Lettieri et al. · 2017 [cited by applicant]
US 20170116583A1 · Rodoni · 2017 [cited by applicant]
US 20170116668A1 · Rodoni · 2017 [cited by applicant]
US 20170118609A1 · Rodoni · 2017 [cited by applicant]
US 20170121107A1 · Flood et al. · 2017 [cited by applicant]
US 20170124533A1 · Rodoni · 2017 [cited by applicant]
US 20170154287A1 · Kalinowski et al. · 2017 [cited by applicant]
US 20170176986A1 · High et al. · 2017 [cited by applicant]
US 20170193798A1 · Call et al. · 2017 [cited by applicant]
US 20170200333A1 · Plante · 2017 [cited by applicant]
US 20170203706A1 · Reed · 2017 [cited by applicant]
US 20170221017A1 · Gonen · 2017 [cited by applicant]
US 20170243269A1 · Rodini et al. · 2017 [cited by applicant]
US 20170243363A1 · Rodini · 2017 [cited by applicant]
US 20170277726A1 · Huang et al. · 2017 [cited by applicant]
US 20170308871A1 · Tallis · 2017 [cited by applicant]
US 20170330134A1 · Botea et al. · 2017 [cited by applicant]
US 20170344959A1 · Bostick et al. · 2017 [cited by applicant]
US 20170345169A1 · Rodoni · 2017 [cited by applicant]
US 20170350716A1 · Rodoni · 2017 [cited by applicant]
US 20170355522A1 · Salinas et al. · 2017 [cited by applicant]
US 20170364872A1 · Rodoni · 2017 [cited by applicant]
US 20180012172A1 · Rodoni · 2018 [cited by applicant]
US 20180025329A1 · Podgorny et al. · 2018 [cited by applicant]
US 20180044109A1 · Butcher et al. · 2018 [cited by applicant]
US 20180075417A1 · Gordon et al. · 2018 [cited by applicant]
US 20180158033A1 · Woods et al. · 2018 [cited by applicant]
US 20180194305A1 · Reed · 2018 [cited by applicant]
US 20180224287A1 · Rodini et al. · 2018 [cited by applicant]
US 20180231388A1 · Rodoni · 2018 [cited by applicant]
US 20180245940A1 · Dong et al. · 2018 [cited by applicant]
US 20180247351A1 · Rodoni · 2018 [cited by applicant]
US 20190005466A1 · Rodoni · 2019 [cited by applicant]
US 20190019167A1 · Candel et al. · 2019 [cited by applicant]
US 20190050879A1 · Zhang et al. · 2019 [cited by applicant]
US 20190056416A1 · Rodoni · 2019 [cited by applicant]
US 20190065901A1 · Amato et al. · 2019 [cited by applicant]
US 20190095687A1 · Shaw et al. · 2019 [cited by applicant]
US 20190121368A1 · Bussetti et al. · 2019 [cited by applicant]
US 20190196965A1 · Zhang et al. · 2019 [cited by applicant]
US 20190197498A1 · Gates et al. · 2019 [cited by applicant]
US 20190210798A1 · Schultz · 2019 [cited by applicant]
US 20190217342A1 · Parr et al. · 2019 [cited by applicant]
US 20190244267A1 · Rattner et al. · 2019 [cited by applicant]
US 20190311333A1 · Kekalainen et al. · 2019 [cited by applicant]
US 20190360822A1 · Rodoni et al. · 2019 [cited by applicant]
US 20190385384A1 · Romano · 2019 [cited by examiner]
US 20200013024A1 · Armstrong et al. · 2020 [cited by applicant]
US 20200034785A1 · Romano et al. · 2020 [cited by applicant]
US 20200082167A1 · Shalom et al. · 2020 [cited by applicant]
US 20200082354A1 · Kurani · 2020 [cited by applicant]
US 20200109963A1 · Zass · 2020 [cited by applicant]
US 20200175556A1 · Podgorny · 2020 [cited by applicant]
US 20200189844A1 · Sridhar · 2020 [cited by applicant]
US 20200191580A1 · Christensen et al. · 2020 [cited by applicant]
US 20200242747A1 · Watanabe · 2020 [cited by applicant]
US 20200401995A1 · Aggarwala et al. · 2020 [cited by applicant]
US 20210024068A1 · Lacaze et al. · 2021 [cited by applicant]
US 20210049559A1 · Kilburn · 2021 [cited by applicant]
US 20210060786A1 · Ha · 2021 [cited by applicant]
US 20210188541A1 · Kurani et al. · 2021 [cited by applicant]
US 20210217156A1 · Balachandran et al. · 2021 [cited by applicant]
US 20210345062A1 · Koga et al. · 2021 [cited by applicant]
US 20210371196A1 · Krishnamurthy et al. · 2021 [cited by applicant]
US 20220097958A1 · Gargaro et al. · 2022 [cited by applicant]
US 20220118854A1 · Davis et al. · 2022 [cited by applicant]
US 20220324472A1 · Kashu et al. · 2022 [cited by applicant]
US 20230117427A1 · Turner et al. · 2023 [cited by applicant]
US 20240004615A1 · Tao et al. · 2024 [cited by applicant]
CA 2632738 · 2016 [cited by applicant]
CA 2632689 · 2016 [cited by applicant]
CN 101482742 · 2009 [cited by applicant]
CN 101512720 · 2009 [cited by applicant]
CN 105787850 · 2016 [cited by applicant]
CN 105929778 · 2016 [cited by applicant]
CN 106296416 · 2017 [cited by applicant]
CN 209870019 · 2019 [cited by applicant]
CN 110751446A · 2020 [cited by applicant]
CN 111241949A · 2020 [cited by applicant]
DE 69305435 · 1997 [cited by applicant]
DE 69902531 · 2003 [cited by applicant]
DE 102012006536 · 2013 [cited by applicant]
EP 577540 · 1996 [cited by applicant]
EP 1084069 · 2002 [cited by applicant]
EP 2028138 · 2009 [cited by applicant]
GB 2447184 · 2008 [cited by applicant]
GB 2508209 · 2014 [cited by applicant]
JP 3662616 · 2005 [cited by applicant]
JP 2012206817 · 2012 [cited by applicant]
JP 2013142037 · 2013 [cited by applicant]
JP 2021156581A · 2021 [cited by applicant]
WO 9954237 · 1999 [cited by applicant]
WO 2007067772 · 2007 [cited by applicant]
WO 2007067775 · 2007 [cited by applicant]
WO 2012069839 · 2012 [cited by applicant]
WO 2012172395 · 2012 [cited by applicant]
WO 2016074608 · 2016 [cited by applicant]
WO 2016187677 · 2016 [cited by applicant]
WO 2017070228 · 2017 [cited by applicant]
WO 2017179038 · 2017 [cited by applicant]
WO 2018182858 · 2018 [cited by applicant]
WO 2018206766 · 2018 [cited by applicant]
WO 2018215682 · 2018 [cited by applicant]
WO 2019051340 · 2019 [cited by applicant]
WO 2019051340A1 · 2019 [cited by applicant]
WO 2019150813A1 · 2019 [cited by applicant]