IP Library Granted Patent US 12,400,660
Granted Patent B2
US 12,400,660 · App. 18/219,889 · Granted Aug 26, 2025

Semiautomated relay method and apparatus

Inventors: Robert M. Engelke (Madison, WI); Kevin R. Colwell (Middleton, WI); Christopher Engelke (Verona, WI)
Assignee: ULTRATEC, INC.
G10L15/26G10L15/01H04M1/2475G10L15/1815G10L25/48G10L25/60H04M3/42391H04M2201/40H04M2201/60H04M2203/2061
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 12,400,660
App. No.
18/219,889
Granted
Aug 26, 2025
Kind
B2
Abstract

A method and system for providing captioned telephone service, the method comprising the steps of, initiating a first captioned telephone service call, during the first captioned telephone service call, creating a first set of captions using a call assistant, simultaneous with creating the first set of captions using a call assistant, creating a second set of captions using an automated speech recognition engine, comparing the first set of captions and the second set of captions using a scoring algorithm based on errors between the first and second sets of captions to generate a score for the second set of captions, in response to the score being within a predetermined threshold range, continuing the call using only the automated speech recognition engine to generate text and in response to the score being outside of the predetermined threshold range, continuing the call using a call assistant to generate captions.

Claims (51)

1. A method for providing captioned telephone service, the method comprising the steps of:

initiating a first captioned telephone service call;

creating, using an automated speech recognition (ASR) engine, a first set of captions based on words spoken by a first party to the first captioned telephone service call;

displaying the first set of captions to a second party to the first captioned telephone service call;

measuring the accuracy of the first set of captions with respect to the words spoken by the first party;

in response to the accuracy of the captions being above a predetermined acceptable accuracy threshold level, continuing to create captions using the ASR engine; and

in response to the accuracy of the captions being below the predetermined acceptable accuracy threshold level, providing the words spoken by the first party thereafter to a call assistant for at least a portion of the remainder of the call to generate captions for the at least a portion of the remainder of the captioned telephone service call; and

displaying the captions generated by the call assistant to the second party during the at least a portion of the remainder of the call.

2. The method of claim 1 wherein measuring the accuracy of the first set of captions with respect to the words spoken by the first party further comprises creating, using a call assistant, a second set of captions based on the words spoken by the first party and comparing the first set of captions and the second set of captions to identify errors between the two caption sets.

3. The method of claim 1 wherein the second set of captions is considered true and any difference between the first set of captions and the second set of captions is recognized as an error in the first set of captions.

4. The method of claim 3 wherein, as errors are recognized in the first set of captions, the errors in the captions that have been displayed to the second user are corrected.

5. The method of claim 4 wherein errors in the displayed captions are corrected in line within the displayed captions.

6. The method of claim 5 wherein in line error corrections are visually distinguished from other captions when displayed.

7. The method of claim 1 in which the automated speech recognition engine is selected from a plurality of automated speech recognition engines and wherein the measured accuracy of the first set of captions created by the ASR engine is stored and correlated with the engine in a database.

8. The method of claim 1 further comprising:

initiating a second captioned telephone service call;

selecting an ASR engine for the second captioned telephone service call;

creating, using the selected ASR engine, captions based on words spoken by the first party; and

displaying the captions created using the selected ASR engine to a second party to the second captioned telephone service call.

9. The method of claim 1 further including, while the first set of captions are displayed, presenting an accuracy indicator indicating current accuracy of the first set of captions.

10. The method of claim 9 wherein the accuracy indicator includes a % accuracy of the first set of captions over a rolling prior period of time.

11. The method of claim 9 wherein the first set of captions and the accuracy indicator are presented on a display screen, the method further including presenting an option on the display screen to switch from the ASR engine generating the first set of captions to a human call assistant generating captions presented on the display screen.

12. The method of claim 1 further including broadcasting the words spoken by the first party via a speaker to the second party.

13. The method of claim 12 wherein, while the captions generated by the human call assistant for the remainder of the call are displayed to the second party, the step of broadcasting the words spoken is delayed a predetermined duration so that the broadcast words are more aligned in time with the displayed captions generated by the human call assistant.

14. The method of claim 12 wherein, while the captions created by the human call assistant for the remainder of the call are displayed to the second party, the step of broadcasting the words spoken is delayed a duration of time wherein the duration of time is controlled as a function of the accuracy of the first set of captions over a prior rolling period of time wherein the duration of time is increased when the accuracy of the first set of captions over the prior rolling period of time has been low and is decreased when the accuracy of the first set of captions over the prior rolling period of time has been high.

15. The method of claim 1 further including displaying a caption resource indication to the second party indicating one of that the displayed captions are being generated via an ASR and that the displayed captions are being generated via a call assistant.

16. The method of claim 1 wherein the second party communicates via an assisted user's (AU's) communication device including a processor that runs the ASR engine to generate the first set of captions and wherein the call assistant generated captions are generated at a location remote from the AU's communication device.

17. A captioning system for providing captioned telephone service to an assisted user (AU) during an ongoing call with a hearing user (HU), the system comprising:

at least a first processor programmed to perform the steps of:

establishing a first captioned telephone service;

running an automated speech recognition engine to generate a first set of captions based on the HU voice signal;

displaying the first set of captions to the AU;

measuring the accuracy of the first set of captions with respect to words spoken by the HU;

in response to the accuracy of the first set of captions being below a predetermined acceptable accuracy threshold level, obtaining captions generated by a call assistant for words spoken after the accuracy drops below the accuracy threshold level for at least a portion of the remainder of the call; and

displaying the captions generated by the human call assistant to the AU during the at least a portion of the remainder of the call.

18. A method for providing a communication service, the method comprising the steps of:

initiating a first communication session between an assisted user (AU) and a hearing user (HU);

creating a first set of captions based on words spoken by the HU using a first captioning process including a call assistant (CA);

simultaneously with creating the first set of captions using the first captioning process, creating a second set of captions using a second captioning process wherein HU voice signal is transcribed into the second set of captions using an automated speech recognition (ASR) engine;

comparing the first set of captions and the second set of captions to assess accuracy of the second set of captions;

in response to the second set of captions being accurate above a predetermined threshold level, continuing the first communication session using only the second captioning process; and

in response to the second set of captions being less accurate than the predetermined threshold level, continuing the first communication session using the first captioning process.

19. The method of claim 18 wherein the step of comparing is performed substantially in real time during the first communication session.

20. The method of claim 18 wherein the step of comparing includes assessing a percent of the second set of captions that match the first set of captions.

21. The method of claim 20 wherein the step of assessing a percent includes assessing a percent of the second set of captions that match the first set of captions over a rolling period during the first communication session.

22. The method of claim 18 further including the steps of presenting at least one of the first set of captions and second set of captions to the AU via a display screen during the first communication session.

23. The method of claim 22 wherein the first set of captions are initially presented via the display screen when the first communication session commences.

24. The method of claim 23 wherein the step of continuing the call using only the second captioning process includes presenting the second set of captions via the display screen.

25. The method of claim 22 wherein the second set of captions are initially presented via the display screen and, in cases where a segment of the first set of captions associated with a first HU voice signal segment differs from a segment of the second set of captions associated with the first HU voice signal segment, the segment of the first set of captions is used to correct the segment of the second set of captions on the display screen.

26. The method of claim 25 wherein the step of correcting the segment of the second set of captions includes replacing the segment of the second set of captions with the segment of the first set of captions in line on the display screen.

27. The method of claim 18 wherein the step of continuing the first communication session using only the second captioning process includes discontinuing the first captioning process for at least a portion of the remainder of the first communication session.

Continuity (8)
Division 16147029 · Sep 28, 2018
Continuation 15982239 · May 17, 2018
Continuation In Part 15729069 · Oct 10, 2017
Continuation In Part 15171720 · Jun 2, 2016
Continuation In Part 14953631 · Nov 30, 2015
Continuation In Part 14632257 · Feb 26, 2015
Provisional Application 61946072 · Feb 28, 2014
Related Publication 20230352028A1 · Nov 2, 2023
References Cited (400)
US 2004253A · Tasker · 1935 [cited by applicant]
US 3372246A · Knuepfer et al. · 1968 [cited by applicant]
US 3507997A · Weitbrecht · 1970 [cited by applicant]
US 3515814A · Morgan et al. · 1970 [cited by applicant]
US 3585303A · Chieffo et al. · 1971 [cited by applicant]
US 3598920A · Fischer et al. · 1971 [cited by applicant]
US 3800089A · Reddick · 1974 [cited by applicant]
US 3896267A · Sachs et al. · 1975 [cited by applicant]
US 3959607A · Vargo · 1976 [cited by applicant]
US 3976995A · Sebestyen · 1976 [cited by applicant]
US 4012599A · Meyer · 1977 [cited by applicant]
US 4039768A · O'Maley · 1977 [cited by applicant]
US 4126768A · Grenzow · 1978 [cited by applicant]
US 4151380A · Blomeyer et al. · 1979 [cited by applicant]
US 4160136A · McGough · 1979 [cited by applicant]
US 4188665A · Nagel et al. · 1980 [cited by applicant]
US 4191854A · Coles · 1980 [cited by applicant]
US 4201887A · Burns · 1980 [cited by applicant]
US 4254308A · Blomeyer et al. · 1981 [cited by applicant]
US D259348S · Sakai et al. · 1981 [cited by applicant]
US 4268721A · Nielson et al. · 1981 [cited by applicant]
US 4289931A · Baker · 1981 [cited by applicant]
US 4302629A · Foulkes et al. · 1981 [cited by applicant]
US 4307266A · Messina · 1981 [cited by applicant]
US 4354252A · Lamb · 1982 [cited by applicant]
US 4415065A · Sandstedt · 1983 [cited by applicant]
US 4426555A · Underkoffler · 1984 [cited by applicant]
US 4430726A · Kasday · 1984 [cited by applicant]
US D273110S · Genaro et al. · 1984 [cited by applicant]
US 4451701A · Bendig · 1984 [cited by applicant]
US 4471165A · DeFino et al. · 1984 [cited by applicant]
US D275857S · Moraine · 1984 [cited by applicant]
US 4490579A · Godoshian · 1984 [cited by applicant]
US 4503288A · Kessler · 1985 [cited by applicant]
US D278435S · Hikawa · 1985 [cited by applicant]
US 4524244A · Faggin · 1985 [cited by applicant]
US D280099S · Topp · 1985 [cited by applicant]
US 4533791A · Read et al. · 1985 [cited by applicant]
US 4568803A · Frola · 1986 [cited by applicant]
US 4569421A · Sandstedt · 1986 [cited by applicant]
US D283421S · Brier · 1986 [cited by applicant]
US 4625080A · Scott · 1986 [cited by applicant]
US RE32365E · Sebestyen · 1987 [cited by applicant]
US 4650927A · James · 1987 [cited by applicant]
US 4659876A · Sullivan et al. · 1987 [cited by applicant]
US 4713808A · Gaskill · 1987 [cited by applicant]
US 4754474A · Feinson · 1988 [cited by applicant]
US D296894S · Chen · 1988 [cited by applicant]
US 4777469A · Engelke et al. · 1988 [cited by applicant]
US 4790003A · Kepley et al. · 1988 [cited by applicant]
US 4799254A · Dayton · 1989 [cited by applicant]
US 4815121A · Yoshida · 1989 [cited by applicant]
US 4817135A · Winebaum · 1989 [cited by applicant]
US 4839919A · Borges · 1989 [cited by applicant]
US 4849750A · Andros · 1989 [cited by applicant]
US 4866778A · Baker · 1989 [cited by applicant]
US 4868860A · Andros et al. · 1989 [cited by applicant]
US 4879738A · Petro · 1989 [cited by applicant]
US 4897868A · Engelke et al. · 1990 [cited by applicant]
US D306727S · Fritzsche · 1990 [cited by applicant]
US 4908866A · Goldwasser et al. · 1990 [cited by applicant]
US 4918723A · Iggulden et al. · 1990 [cited by applicant]
US 4926460A · Gutman et al. · 1990 [cited by applicant]
US 4951043A · Minami · 1990 [cited by applicant]
US 4959847A · Engelke et al. · 1990 [cited by applicant]
US D312457S · Inatomi · 1990 [cited by applicant]
US 4995077A · Malinowski · 1991 [cited by applicant]
US 5025442A · Lynk et al. · 1991 [cited by applicant]
US 5027406A · Roberts et al. · 1991 [cited by applicant]
US 5033088A · Shipman · 1991 [cited by applicant]
US 5051924A · Bergeron et al. · 1991 [cited by applicant]
US D322785S · Wu · 1991 [cited by applicant]
US 5081673A · Engelke et al. · 1992 [cited by applicant]
US 5086453A · Senoo et al. · 1992 [cited by applicant]
US 5091906A · Reed et al. · 1992 [cited by applicant]
US 5095307A · Shimura et al. · 1992 [cited by applicant]
US 5099507A · Mukai et al. · 1992 [cited by applicant]
US 5121421A · Alheim · 1992 [cited by applicant]
US 5128980A · Choi · 1992 [cited by applicant]
US 5134633A · Werner · 1992 [cited by applicant]
US 5146502A · Davis · 1992 [cited by applicant]
US 5163081A · Wycherley et al. · 1992 [cited by applicant]
US 5192948A · Neustein · 1993 [cited by applicant]
US 5199077A · Wilcox et al. · 1993 [cited by applicant]
US 5210689A · Baker et al. · 1993 [cited by applicant]
US 5214428A · Allen · 1993 [cited by applicant]
US 5216702A · Ramsden · 1993 [cited by applicant]
US 5249220A · Moskowitz et al. · 1993 [cited by applicant]
US 5280516A · Jang · 1994 [cited by applicant]
US 5289523A · Vasile et al. · 1994 [cited by applicant]
US 5294982A · Salomon et al. · 1994 [cited by applicant]
US 5307399A · Dai et al. · 1994 [cited by applicant]
US 5311516A · Kuznicki et al. · 1994 [cited by applicant]
US 5318340A · Henry · 1994 [cited by applicant]
US 5325417A · Engelke et al. · 1994 [cited by applicant]
US 5327479A · Engelke et al. · 1994 [cited by applicant]
US 5339358A · Danish et al. · 1994 [cited by applicant]
US 5343519A · Feldman · 1994 [cited by applicant]
US 5351288A · Engelke et al. · 1994 [cited by applicant]
US D351185S · Matsuda et al. · 1994 [cited by applicant]
US 5359651A · Draganoff · 1994 [cited by applicant]
US 5375160A · Guidon et al. · 1994 [cited by applicant]
US 5377263A · Bazemore et al. · 1994 [cited by applicant]
US 5392343A · Davitt et al. · 1995 [cited by applicant]
US 5393236A · Blackmer · 1995 [cited by applicant]
US 5396650A · Terauchi · 1995 [cited by applicant]
US D357253S · Wong · 1995 [cited by applicant]
US 5410541A · Hotto · 1995 [cited by applicant]
US 5423555A · Kidrin · 1995 [cited by applicant]
US 5424785A · Orphan · 1995 [cited by applicant]
US 5426706A · Wood · 1995 [cited by applicant]
US 5432837A · Engelke et al. · 1995 [cited by applicant]
US 5459458A · Richardson et al. · 1995 [cited by applicant]
US 5463665A · Millios et al. · 1995 [cited by applicant]
US D364865S · Engelke et al. · 1995 [cited by applicant]
US 5475733A · Eisdorfer et al. · 1995 [cited by applicant]
US 5475798A · Handlos · 1995 [cited by applicant]
US 5477274A · Akiyoshi et al. · 1995 [cited by applicant]
US 5487102A · Rothschild et al. · 1996 [cited by applicant]
US 5487671A · Shpiro · 1996 [cited by applicant]
US 5497373A · Hulen et al. · 1996 [cited by applicant]
US 5508754A · Orphan · 1996 [cited by applicant]
US 5517548A · Engelke et al. · 1996 [cited by applicant]
US 5519443A · Salomon et al. · 1996 [cited by applicant]
US 5519808A · Benton, Jr. et al. · 1996 [cited by applicant]
US 5521960A · Aronow · 1996 [cited by applicant]
US 5522089A · Kikinis et al. · 1996 [cited by applicant]
US 5537436A · Bottoms et al. · 1996 [cited by applicant]
US 5559855A · Dowens et al. · 1996 [cited by applicant]
US 5559856A · Dowens · 1996 [cited by applicant]
US 5574776A · Leuca et al. · 1996 [cited by applicant]
US 5574784A · LaPadula et al. · 1996 [cited by applicant]
US 5581593A · Engelke et al. · 1996 [cited by applicant]
US 5604786A · Engelke et al. · 1997 [cited by applicant]
US D379181S · Sawano et al. · 1997 [cited by applicant]
US 5649060A · Ellozy et al. · 1997 [cited by applicant]
US 5671267A · August et al. · 1997 [cited by applicant]
US 5680443A · Kasday et al. · 1997 [cited by applicant]
US 5687222A · McLaughlin et al. · 1997 [cited by applicant]
US 5701338A · Leyen et al. · 1997 [cited by applicant]
US 5710806A · Lee et al. · 1998 [cited by applicant]
US 5712901A · Meermans · 1998 [cited by applicant]
US 5724405A · Engelke et al. · 1998 [cited by applicant]
US 5745550A · Eisdorfer et al. · 1998 [cited by applicant]
US 5751338A · Ludwig, Jr. · 1998 [cited by applicant]
US 5787148A · August · 1998 [cited by applicant]
US 5799273A · Mitchell et al. · 1998 [cited by applicant]
US 5799279A · Gould et al. · 1998 [cited by applicant]
US 5809112A · Ryan · 1998 [cited by applicant]
US 5809425A · Colwell et al. · 1998 [cited by applicant]
US 5815196A · Alshawi · 1998 [cited by applicant]
US 5826102A · Escobar et al. · 1998 [cited by applicant]
US 5850627A · Gould et al. · 1998 [cited by applicant]
US 5855000A · Waibel et al. · 1998 [cited by applicant]
US D405793S · Engelke et al. · 1999 [cited by applicant]
US 5867817A · Catallo et al. · 1999 [cited by applicant]
US 5870709A · Bernstein · 1999 [cited by applicant]
US 5883986A · Kopec et al. · 1999 [cited by applicant]
US 5893034A · Hikuma et al. · 1999 [cited by applicant]
US 5899976A · Rozak · 1999 [cited by applicant]
US 5905476A · McLaughlin et al. · 1999 [cited by applicant]
US 5909482A · Engelke · 1999 [cited by applicant]
US 5915379A · Wallace et al. · 1999 [cited by applicant]
US 5917888A · Giuntoli · 1999 [cited by applicant]
US 5926527A · Jenkins et al. · 1999 [cited by applicant]
US 5940475A · Hansen · 1999 [cited by applicant]
US 5974116A · Engelke et al. · 1999 [cited by applicant]
US 5978014A · Martin et al. · 1999 [cited by applicant]
US 5978654A · Colwell et al. · 1999 [cited by applicant]
US 5982853A · Liebermann · 1999 [cited by applicant]
US 5982861A · Holloway et al. · 1999 [cited by applicant]
US 5991291A · Asai et al. · 1999 [cited by applicant]
US 5991723A · Duffin · 1999 [cited by applicant]
US 5995590A · Brunet et al. · 1999 [cited by applicant]
US 6002749A · Hansen et al. · 1999 [cited by applicant]
US 6067516A · Levay et al. · 2000 [cited by applicant]
US 6072860A · Kek et al. · 2000 [cited by applicant]
US 6075534A · VanBuskirk et al. · 2000 [cited by applicant]
US 6075841A · Engelke et al. · 2000 [cited by applicant]
US 6075842A · Engelke et al. · 2000 [cited by applicant]
US 6100882A · Sharman et al. · 2000 [cited by applicant]
US 6122613A · Baker · 2000 [cited by applicant]
US 6141341A · Jones et al. · 2000 [cited by applicant]
US 6141415A · Rao · 2000 [cited by applicant]
US 6173259B1 · Bijl et al. · 2001 [cited by applicant]
US 6175819B1 · Van Alstine · 2001 [cited by applicant]
US 6181736B1 · McLaughlin et al. · 2001 [cited by applicant]
US 6181778B1 · Ohki et al. · 2001 [cited by applicant]
US 6188429B1 · Martin et al. · 2001 [cited by applicant]
US 6233314B1 · Engelke · 2001 [cited by applicant]
US 6243684B1 · Stuart et al. · 2001 [cited by applicant]
US 6278772B1 · Bowater et al. · 2001 [cited by applicant]
US 6298326B1 · Feller · 2001 [cited by applicant]
US 6307921B1 · Engelke et al. · 2001 [cited by applicant]
US 6314396B1 · Monkowski · 2001 [cited by applicant]
US 6317716B1 · Braida et al. · 2001 [cited by applicant]
US 6324507B1 · Lewis et al. · 2001 [cited by applicant]
US 6345251B1 · Jansson et al. · 2002 [cited by applicant]
US 6366882B1 · Bijl et al. · 2002 [cited by applicant]
US 6374221B1 · Haimi-Cohen · 2002 [cited by applicant]
US 6377925B1 · Greene, Jr. et al. · 2002 [cited by applicant]
US 6381472B1 · LaMedica, Jr. et al. · 2002 [cited by applicant]
US 6385582B1 · Iwata · 2002 [cited by applicant]
US 6385586B1 · Dietz · 2002 [cited by applicant]
US 6389114B1 · Dowens et al. · 2002 [cited by applicant]
US 6424935B1 · Taylor · 2002 [cited by applicant]
US 6430270B1 · Cannon et al. · 2002 [cited by applicant]
US 6442518B1 · Van Thong et al. · 2002 [cited by applicant]
US 6445799B1 · Taenzer et al. · 2002 [cited by applicant]
US 6457031B1 · Hanson · 2002 [cited by applicant]
US 6473778B1 · Gibbon · 2002 [cited by applicant]
US 6493426B2 · Engelke et al. · 2002 [cited by applicant]
US 6493447B1 · Goss et al. · 2002 [cited by applicant]
US 6504910B1 · Engelke et al. · 2003 [cited by applicant]
US 6507735B1 · Baker et al. · 2003 [cited by applicant]
US 6510206B2 · Engelke et al. · 2003 [cited by applicant]
US 6549611B2 · Engelke et al. · 2003 [cited by applicant]
US 6549614B1 · Zebryk et al. · 2003 [cited by applicant]
US 6567503B2 · Engelke et al. · 2003 [cited by applicant]
US 6594346B2 · Engelke · 2003 [cited by applicant]
US 6603835B2 · Engelke et al. · 2003 [cited by applicant]
US 6625259B1 · Hollatz et al. · 2003 [cited by applicant]
US 6633630B1 · Owens et al. · 2003 [cited by applicant]
US 6661879B1 · Schwartz et al. · 2003 [cited by applicant]
US 6668042B2 · Michaelis · 2003 [cited by applicant]
US 6668044B1 · Schwartz et al. · 2003 [cited by applicant]
US 6701162B1 · Everett · 2004 [cited by applicant]
US 6704709B1 · Kahn et al. · 2004 [cited by applicant]
US 6748053B2 · Engelke et al. · 2004 [cited by applicant]
US 6763089B2 · Feigenbaum · 2004 [cited by applicant]
US 6775360B2 · Davidson et al. · 2004 [cited by applicant]
US 6778824B2 · Wonak et al. · 2004 [cited by applicant]
US 6813603B1 · Groner et al. · 2004 [cited by applicant]
US 6816468B1 · Cruickshank · 2004 [cited by applicant]
US 6816469B1 · Kung et al. · 2004 [cited by applicant]
US 6816834B2 · Jaroker · 2004 [cited by applicant]
US 6831974B1 · Watson et al. · 2004 [cited by applicant]
US 6850609B1 · Schrage · 2005 [cited by applicant]
US 6865258B1 · Polcyn · 2005 [cited by applicant]
US 6876967B2 · Goto et al. · 2005 [cited by applicant]
US 6882707B2 · Engelke et al. · 2005 [cited by applicant]
US 6885731B2 · Engelke et al. · 2005 [cited by applicant]
US 6894346B2 · Onose et al. · 2005 [cited by applicant]
US 6934366B2 · Engelke et al. · 2005 [cited by applicant]
US 6934376B1 · McLaughlin et al. · 2005 [cited by applicant]
US 6947896B2 · Hanson · 2005 [cited by applicant]
US 6948066B2 · Hind et al. · 2005 [cited by applicant]
US 6950500B1 · Chaturvedi et al. · 2005 [cited by applicant]
US 6980953B1 · Kanevsky et al. · 2005 [cited by applicant]
US 7003082B2 · Engelke et al. · 2006 [cited by applicant]
US 7003463B1 · Maes et al. · 2006 [cited by applicant]
US 7006604B2 · Engelke · 2006 [cited by applicant]
US 7016479B2 · Flathers et al. · 2006 [cited by applicant]
US 7016844B2 · Othmer et al. · 2006 [cited by applicant]
US 7035383B2 · ONeal · 2006 [cited by applicant]
US 7042718B2 · Aoki et al. · 2006 [cited by applicant]
US 7088832B1 · Cooper · 2006 [cited by applicant]
US 7117152B1 · Mukherji et al. · 2006 [cited by applicant]
US 7117438B2 · Wallace et al. · 2006 [cited by applicant]
US 7130790B1 · Flanagan et al. · 2006 [cited by applicant]
US 7133513B1 · Zhang · 2006 [cited by applicant]
US 7136478B1 · Brand et al. · 2006 [cited by applicant]
US 7142642B2 · McClelland et al. · 2006 [cited by applicant]
US 7142643B2 · Brooksby · 2006 [cited by applicant]
US 7164753B2 · Engelke et al. · 2007 [cited by applicant]
US 7191135B2 · O'Hagan · 2007 [cited by applicant]
US 7199787B2 · Lee et al. · 2007 [cited by applicant]
US 7221405B2 · Basson et al. · 2007 [cited by applicant]
US 7233655B2 · Gailey et al. · 2007 [cited by applicant]
US 7287009B1 · Liebermann · 2007 [cited by applicant]
US 7295663B2 · McLaughlin et al. · 2007 [cited by applicant]
US 7313231B2 · Reid · 2007 [cited by applicant]
US 7315612B2 · McClelland · 2008 [cited by applicant]
US 7319740B2 · Engelke et al. · 2008 [cited by applicant]
US 7330737B2 · Mahini · 2008 [cited by applicant]
US 7346506B2 · Lueck et al. · 2008 [cited by applicant]
US 7363006B2 · Mooney · 2008 [cited by applicant]
US 7401023B1 · Schwartz · 2008 [cited by examiner]
US 7406413B2 · Geppert et al. · 2008 [cited by applicant]
US 7428702B1 · Cervantes et al. · 2008 [cited by applicant]
US 7430283B2 · Steel, Jr. · 2008 [cited by applicant]
US 7480613B2 · Kellner · 2009 [cited by applicant]
US 7519536B2 · Maes et al. · 2009 [cited by applicant]
US 7555104B2 · Engelke · 2009 [cited by applicant]
US 7573985B2 · McClelland et al. · 2009 [cited by applicant]
US 7606718B2 · Cloran · 2009 [cited by applicant]
US 7613610B1 · Zimmerman et al. · 2009 [cited by applicant]
US 7660398B2 · Engleke et al. · 2010 [cited by applicant]
US 7747434B2 · Flanagan et al. · 2010 [cited by applicant]
US 7792701B2 · Basson et al. · 2010 [cited by applicant]
US 7831429B2 · O'Hagan · 2010 [cited by applicant]
US 7836412B1 · Zimmerman · 2010 [cited by applicant]
US 7844454B2 · Coles et al. · 2010 [cited by applicant]
US 7848358B2 · LaDue · 2010 [cited by applicant]
US 7881441B2 · Engelke et al. · 2011 [cited by applicant]
US 7904113B2 · Ozluturk et al. · 2011 [cited by applicant]
US 7962339B2 · Pieraccini et al. · 2011 [cited by applicant]
US 8019608B2 · Carraux et al. · 2011 [cited by applicant]
US 8032383B1 · Bhardwaj et al. · 2011 [cited by applicant]
US 8180639B2 · Pieraccini et al. · 2012 [cited by applicant]
US 8213578B2 · Engelke et al. · 2012 [cited by applicant]
US 8249878B2 · Carraux et al. · 2012 [cited by applicant]
US 8259920B2 · Abramson et al. · 2012 [cited by applicant]
US 8265671B2 · Gould et al. · 2012 [cited by applicant]
US 8286071B1 · Zimmerman et al. · 2012 [cited by applicant]
US 8325883B2 · Schultz et al. · 2012 [cited by applicant]
US 8332212B2 · Wittenstein et al. · 2012 [cited by applicant]
US 8332227B2 · Maes et al. · 2012 [cited by applicant]
US 8335689B2 · Wittenstein et al. · 2012 [cited by applicant]
US 8352883B2 · Kashik et al. · 2013 [cited by applicant]
US 8369488B2 · Sennett et al. · 2013 [cited by applicant]
US 8370142B2 · Frankel et al. · 2013 [cited by applicant]
US 8379801B2 · Romriell et al. · 2013 [cited by applicant]
US 8407052B2 · Hager · 2013 [cited by applicant]
US 8416925B2 · Engelke et al. · 2013 [cited by applicant]
US 8423361B1 · Chang et al. · 2013 [cited by applicant]
US 8447366B2 · Ungari et al. · 2013 [cited by applicant]
US 8473003B2 · Jung et al. · 2013 [cited by applicant]
US 8504372B2 · Carraux et al. · 2013 [cited by applicant]
US 8510109B2 · Terrell, II et al. · 2013 [cited by applicant]
US 8526581B2 · Charugundla · 2013 [cited by applicant]
US 8538324B2 · Hardacker et al. · 2013 [cited by applicant]
US 8554559B1 · Aleksic et al. · 2013 [cited by applicant]
US 8605682B2 · Efrati et al. · 2013 [cited by applicant]
US 8626249B2 · Ungari et al. · 2014 [cited by applicant]
US 8645136B2 · Milstein · 2014 [cited by applicant]
US 8682672B1 · Ha et al. · 2014 [cited by applicant]
US 8781510B2 · Gould et al. · 2014 [cited by applicant]
US 8806455B1 · Katz · 2014 [cited by applicant]
US 8867532B2 · Wozniak et al. · 2014 [cited by applicant]
US 8868425B2 · Maes et al. · 2014 [cited by applicant]
US 8874070B2 · Basore et al. · 2014 [cited by applicant]
US 8892447B1 · Srinivasan et al. · 2014 [cited by applicant]
US 8908838B2 · Engelke et al. · 2014 [cited by applicant]
US 8917821B2 · Engelke et al. · 2014 [cited by applicant]
US 8917822B2 · Engelke et al. · 2014 [cited by applicant]
US 8930189B2 · Cath et al. · 2015 [cited by applicant]
US 8930194B2 · Newman et al. · 2015 [cited by applicant]
US 8972261B2 · Milstein · 2015 [cited by applicant]
US 9069377B2 · Wilson et al. · 2015 [cited by applicant]
US 9124716B1 · Charugundla · 2015 [cited by applicant]
US 9161166B2 · Johansson et al. · 2015 [cited by applicant]
US 9183843B2 · Fanty et al. · 2015 [cited by applicant]
US 9185211B2 · Roach et al. · 2015 [cited by applicant]
US 9191789B2 · Pan · 2015 [cited by applicant]
US 9215406B2 · Paripally et al. · 2015 [cited by applicant]
US 9215409B2 · Montero et al. · 2015 [cited by applicant]
US 9218808B2 · Milstein · 2015 [cited by applicant]
US 9231902B2 · Brown et al. · 2016 [cited by applicant]
US 9245522B2 · Hager · 2016 [cited by applicant]
US 9247052B1 · Walton · 2016 [cited by applicant]
US 9277043B1 · Bladon et al. · 2016 [cited by applicant]
US 9305552B2 · Kim et al. · 2016 [cited by applicant]
US 9318110B2 · Roe · 2016 [cited by applicant]
US 9324324B2 · Knighton · 2016 [cited by applicant]
US 9336689B2 · Romriell et al. · 2016 [cited by applicant]
US 9344562B2 · Moore et al. · 2016 [cited by applicant]
US 9355611B1 · Wang et al. · 2016 [cited by applicant]
US 9380150B1 · Bullough et al. · 2016 [cited by applicant]
US 9392108B2 · Milstein · 2016 [cited by applicant]
US 9460719B1 · Antunes et al. · 2016 [cited by applicant]
US 9495964B2 · Kim et al. · 2016 [cited by applicant]
US 9502033B2 · Carraux et al. · 2016 [cited by applicant]
US 9535891B2 · Raheja et al. · 2017 [cited by applicant]
US 9536567B2 · Garland et al. · 2017 [cited by applicant]
US 9571638B1 · Knighton et al. · 2017 [cited by applicant]
US 9576498B1 · Zimmerman et al. · 2017 [cited by applicant]
US 9628620B1 · Rae et al. · 2017 [cited by applicant]
US 9632997B1 · Johnson et al. · 2017 [cited by applicant]
US 9633657B2 · Svendsen et al. · 2017 [cited by applicant]
US 9633658B2 · Milstein · 2017 [cited by applicant]
US 9633696B1 · Miller et al. · 2017 [cited by applicant]
US 9653076B2 · Kim · 2017 [cited by applicant]
US 9672825B2 · Arslan et al. · 2017 [cited by applicant]
US 9704111B1 · Antunes et al. · 2017 [cited by applicant]
US 9715876B2 · Hager · 2017 [cited by applicant]
US 9761241B2 · Maes et al. · 2017 [cited by applicant]
US 9774747B2 · Garland et al. · 2017 [cited by applicant]
US 9805118B2 · Ko et al. · 2017 [cited by applicant]
US 9848082B1 · Lillard et al. · 2017 [cited by applicant]
US 9852130B2 · Oh et al. · 2017 [cited by applicant]
US 9858256B2 · Hager · 2018 [cited by applicant]
US 9858929B2 · Milstein · 2018 [cited by applicant]
US 9886956B1 · Antunes et al. · 2018 [cited by applicant]
US 9916295B1 · Crawford · 2018 [cited by applicant]
US 9947322B2 · Kang et al. · 2018 [cited by applicant]
US 9953653B2 · Newman et al. · 2018 [cited by applicant]
US 10032455B2 · Newman et al. · 2018 [cited by applicant]
US 10044854B2 · Rae et al. · 2018 [cited by applicant]
US 10049669B2 · Newman et al. · 2018 [cited by applicant]
US 10051120B2 · Engelke et al. · 2018 [cited by applicant]
US 10389876B2 · Engelke et al. · 2019 [cited by applicant]
US 10469660B2 · Engelke et al. · 2019 [cited by applicant]
US 10491746B2 · Engelke et al. · 2019 [cited by applicant]
US 10553208B2 · Nelson et al. · 2020 [cited by applicant]
US 10574804B2 · Bullough et al. · 2020 [cited by applicant]
US 10587751B2 · Engelke et al. · 2020 [cited by applicant]
US 10742805B2 · Engelke et al. · 2020 [cited by applicant]
US 10878721B2 · Engelke et al. · 2020 [cited by applicant]
US 10917519B2 · Engelke et al. · 2021 [cited by applicant]