Prosecution Insights
Last updated: July 17, 2026
Application No. 18/670,287

ULTRA WIDE BAND AUGMENTED IMAGING FOR IMPROVED ENTITY IDENTIFICATION

Final Rejection §103§112
Filed
May 21, 2024
Examiner
HAGHANI, SHADAN E
Art Unit
2485
Tech Center
2400 — Computer Networks
Assignee
Microsoft Technology Licensing, LLC
OA Round
4 (Final)
61%
Grant Probability
Moderate
5-6
OA Rounds
9m
Est. Remaining
79%
With Interview

Examiner Intelligence

Grants 61% of resolved cases
61%
Career Allowance Rate
231 granted / 379 resolved
+2.9% vs TC avg
Strong +18% interview lift
Without
With
+17.7%
Interview Lift
resolved cases with interview
Typical timeline
2y 11m
Avg Prosecution
32 currently pending
Career history
411
Total Applications
across all art units

Statute-Specific Performance

§101
0.3%
-39.7% vs TC avg
§103
92.5%
+52.5% vs TC avg
§102
4.9%
-35.1% vs TC avg
§112
1.1%
-38.9% vs TC avg
Black line = Tech Center average estimate • Based on career data from 379 resolved cases

Office Action

§103 §112
DETAILED ACTION Claim Rejections - 35 USC § 112 The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claim 9 recites the limitation “the position.” There is insufficient antecedent basis for this limitation in the claim. The claim does not make clear whether this is a “distinct” position or not. Claim 9 is rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor (or for applications subject to pre-AIA 35 U.S.C. 112, the applicant), regards as the invention. The claim recites determining position based on “adjusting the position.” The specification does not make clear how a camera adjusts a position of a positioning tag. The specification does not make clear how adjusting a position leads to determining said position. Claim Rejections - 35 USC § 103 The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claim(s) 1-10, 12-15, 17-20, 24-25 are rejected under 35 U.S.C. 103 as being unpatentable over McCoy (US 2015/0116501) in view of Shin (NPL “Camera focus adjustment using depth estimated via ultra-wideband handshake,” Technical Disclosure commons, 2022) and Kuehner (US PG Publication 2023/0339431). Regarding Claim 1, McCoy (US 2015/0116501) discloses a method for operating at least one camera (controlling device 108 may comprise suitable logic, circuitry, interfaces, and/or code that may be operable to control the cameras 104 [0027]; dynamically control one or more parameters of the selected first camera 104a based on one or more signals received from the selected first sensor 106a [0058]) based at least in part on a position of a tracked subject (location of the objects 102 relative to the cameras 104 [0026]) in a camera view of the at least one camera (cameras 104 are able to automatically capture images of the tracked object 102 [0020]), the method comprising: receiving, from positioning tags (object has an RFID tag [0052], or cell phone [0052], or Bluetooth transmitter [0055]) corresponding to one or more candidate subjects (one or more objects 102 [0015], sensor coupled to shirts worn [0088]; Bluetooth sensor embedded inside [0089]), including the tracked subject (first object 102a being tracked [0066]), responses (signals received from the sensor 106 [0058]) including subject identifiers corresponding to the one or more candidate subjects (the processor receives metadata identifying objects to be tracked [0047]; the metadata includes a unique identifier associated with a object to be tracked [0048]); determining [] positions of the one or more candidate subjects (the current location of the object to be tracked is determined based on the signals received from the sensors 106 [0051]) over time (“track” whole document—tracking connotes “over time”) in the camera view of the at least one camera (the object 102 lies in the field of view of the camera [0056]) based on repeatedly computing the [] positions (location of object to be tracked is determined from the sensors 106 [0051]) over time (“track” whole document—tracking connotes “over time”) from the responses (sensors 106 detecting objects within a predetermined distance, e.g., Bluetooth, GPS, cell phone network-based sensor [0054]), each positioning tag (object has an RFID tag [0052], or cell phone [0052], or Bluetooth transmitter [0055] embedded inside [0089]) …; identifying a match between a particular subject identifier of the received subject identifiers (based on the metadata identifying the object to be tracked [0047]) received from a particular positioning tag (object has an RFID tag [0052], or cell phone [0052], or Bluetooth transmitter [0055] embedded inside [0089]) and a tracked subject identifier (unique identifier associated with [0048]) of the tracked subject (an object to be tracked [0048]) …; and adjusting a camera operation of the at least one camera (dynamically control pan, tilt, zoom of camera [0058]) to track the tracked subject (such that the object remains in the field of view [0058]), wherein adjusting the camera operation to track the tracked subject is contingent upon determining the distinct position of the particular positioning tag (based on signals from sensor 106a [0058]; current location of the first object 102a to be tracked may be determined based on the one or more signals received from the sensors 106 [0051]) and identifying the match (based on the metadata identifying the object to be tracked [0047]). McCoy does not disclose, but Shin (NPL “Camera focus adjustment using depth estimated via ultra-wideband handshake,” Technical Disclosure commons, 2022) teaches determining distinct positions (grounds in Claims 3 and 5, UWB chip, sensing angle and distance to, round trip time, Fig. 2 p. 5-6). McCoy connotes but does not expressly disclose, and Kuehner (US PG Publication 2023/0339431) teaches each positioning tag (UWB device 230 [0039]) storing a subject identifier (identification data distinctively corresponds to the device, personal identification number, unique identifier [0039]) of a candidate subject (authorized user [0039]) of the one or more candidate subjects (all persons having UWB) and transmitting a response of the responses (transmit [0039]) including the subject identifier of the candidate subject (transmit identification data [0039]); identifying a match (determining whether a pin matches [0039]) between a particular subject identifier of the received subject identifiers received from a particular positioning tag (PIN received [0039]) and a tracked subject identifier of the tracked subject (authorized user PIN, defined PIN for an authorized user [0039]) stored in a database (stored [0040]). One of ordinary skill in the art before the application was filed would have been motivated to replace the positioning tags of McCoy with the UWB positioning tags of Shin because Shin teaches that UWB is a low-cost, non-bulky method of distinguishing subjects from backgrounds (Background, p. 2-3), enabling more accurate focusing onto subjects of interest during video capture. One of ordinary skill in the art before the application was filed would have been motivated to implement the subject tracking of McCoy “based on the metadata identifying the object to be tracked” by matching a received PIN to a stored PIN, as in Kuehner, because it is a straightforward, known method of identifying which of the received metadata from the nearby objects is the object selected by the user and yields predictable results. Regarding Claim 2, McCoy (US 2015/0116501) discloses the method of claim 1, wherein determining the distinct positions of the one or more candidate subjects comprises determining the distinct positions (current location of the first object 102a to be tracked may be determined based on the one or more signals received from the sensors 106 [0051]; sensors 106 include Radio Frequency Identification (RFID) sensors, Bluetooth sensors, Global Positioning System (GPS) sensors, sensors operable to detect cellular Network [0023]) based at least in part on a response received from the positioning tags associated with the one or more candidate subjects (object has an RFID tag [0052], or cell phone [0052], or Bluetooth transmitter [0055] embedded inside [0089]). Regarding Claim 3, McCoy (US 2015/0116501) discloses the method of claim 2, including the subject identifier (metadata identifying objects to be tracked [0047]; the metadata includes a unique identifier associated with a object to be tracked [0048]). McCoy does not disclose, but Shin (NPL “Camera focus adjustment using depth estimated via ultra-wideband handshake,” Technical Disclosure commons, 2022) teaches wherein determining the distinct positions comprises: determining, for each positioning tag, an angle of arrival of the response (round trip time, Fig. 2, p. 5-6) … transmitted by the positioning tag (UWB chip 2, Fig. 2); and determining, for each positioning tag (user 1, user 2, Fig. 4), the distinct position based at least in part on the angle of arrival (estimate angle based on phase, p. 6). McCoy implies, but Kuehner (US PG Publication 2023/0339431) teaches response including the subject identifier (UWB device 230 configured to transmit identification data that distinctively corresponds to the device (and associated with the user 240 that possess the device 230) such as a personal identification number (PIN) or unique user identifier, to the UWB device 224 of the user ID device 22 [0039]). One of ordinary skill in the art before the application was filed would have been motivated to replace the positioning tags of McCoy with the UWB positioning tags of Shin because Shin teaches that UWB is a low-cost, non-bulky method of distinguishing subjects from backgrounds (Background, p. 2-3), enabling more accurate focusing onto subjects of interest during video capture. One of ordinary skill in the art before the application was filed would have been motivated to implement the subject tracking of McCoy “based on the metadata identifying the object to be tracked” by matching a received PIN to a stored PIN, as in Kuehner, because it is a straightforward, known method of identifying which of the received metadata from the nearby objects is the object selected by the user and yields predictable results. Regarding Claim 4, McCoy (US 2015/0116501) discloses the method of claim 3. McCoy does not disclose, but Shin (NPL “Camera focus adjustment using depth estimated via ultra-wideband handshake,” Technical Disclosure commons, 2022) teaches wherein the response is received via an antenna array (multiple antennas, p. 6) and wherein determining the angle of arrival (angle between camera device receiving the reply, p. 6) comprises measuring a phase difference across antennas of the antenna array (phases of the signal received at each antenna, p. 6) of the received response and calculating the angle of arrival from the measured phase difference (estimate the angle between devices based on the phase deviations, p. 6). One of ordinary skill in the art before the application was filed would have been motivated to replace the positioning tags of McCoy with the UWB positioning tags of Shin because Shin teaches that UWB is a low-cost, non-bulky method of distinguishing subjects from backgrounds (Background, p. 2-3), enabling more accurate focusing onto subjects of interest during video capture. Regarding Claim 5, McCoy (US 2015/0116501) discloses the method of claim 2. McCoy does not disclose, but Shin (NPL “Camera focus adjustment using depth estimated via ultra-wideband handshake,” Technical Disclosure commons, 2022) teaches wherein determining the distinct positions comprises: broadcasting requests (impulse signal 206, Fig. 2) to the one or more candidate subjects (each discovered candidate device, p. 6) at respective first times (t0, Fig. 2), wherein the responses (return signal 208, Fig. 2) are received at respective second times (t3, Fig. 2) and the responses are received responsive to broadcasting the requests (“handshake protocol,” Fig. 2); determining, for each positioning tag (each discovered candidate device, p. 6), a time of flight between the respective first time corresponding to the respective request and the respective second time corresponding to the respective response (round trip time, Fig. 2); calculating, for each positioning tag, a distance based at least in part on the time of flight (distance = half * (speed of light times (round trip time – reply time)), p. 6); and determining, for each positioning tag, the distinct position based at least in part on the distance (position is based on distance and angle therefore position is based on distance, p. 5-6). One of ordinary skill in the art before the application was filed would have been motivated to replace the positioning tags of McCoy with the UWB positioning tags of Shin because Shin teaches that UWB is a low-cost, non-bulky method of distinguishing subjects from backgrounds (Background, p. 2-3), enabling more accurate focusing onto subjects of interest during video capture. Regarding Claim 6, McCoy (US 2015/0116501) discloses the method of claim 5. McCoy does not disclose, but Shin (NPL “Camera focus adjustment using depth estimated via ultra-wideband handshake,” Technical Disclosure commons, 2022) teaches wherein broadcasting the respective request includes broadcasting the respective request via ultra-wideband communication channels and wherein receiving the subject identifiers includes receiving … via the UWB communication channels (UWB handshake protocol, Fig. 2). McCoy does not disclose, but Kuehner (US PG Publication 2023/0339431) teaches receiving the subject identifiers via the UWB communication channels (UWB device 230 configured to transmit identification data that distinctively corresponds to the device (and associated with the user 240 that possess the device 230) such as a personal identification number (PIN) or unique user identifier, to the UWB device 224 of the user ID device 22 [0039]). One of ordinary skill in the art before the application was filed would have been motivated to replace the positioning tags of McCoy with the UWB positioning tags of Shin because Shin teaches that UWB is a low-cost, non-bulky method of distinguishing subjects from backgrounds (Background, p. 2-3), enabling more accurate focusing onto subjects of interest during video capture. One of ordinary skill in the art before the application was filed would have been motivated to implement the subject tracking of McCoy “based on the metadata identifying the object to be tracked” by matching a received PIN to a stored PIN, as in Kuehner, because it is a straightforward, known method of identifying which of the received metadata from the nearby objects is the object selected by the user and yields predictable results. Regarding Claim 7, McCoy (US 2015/0116501) discloses the method of claim 5. McCoy does not disclose, but Shin (NPL “Camera focus adjustment using depth estimated via ultra-wideband handshake,” Technical Disclosure commons, 2022) teaches wherein broadcasting the respective request includes broadcasting the request via ultra-wideband communication channels (UWB handshake protocol, Fig. 2). McCoy does not disclose, but Kuehner (US PG Publication 2023/0339431) teaches wherein receiving the subject identifiers includes receiving the subject identifiers (transmit identification data that distinctively corresponds to the device (and associated with the user 240 that possess the device 230) such as a personal identification number (PIN) or unique user identifier [0039]) via Wi-Fi communication channels or Bluetooth communication channels (communications via any of a number of communication protocols such as, for example, WiFi, Bluetooth [0085]). One of ordinary skill in the art before the application was filed would have been motivated to replace the positioning tags of McCoy with the UWB positioning tags of Shin because Shin teaches that UWB is a low-cost, non-bulky method of distinguishing subjects from backgrounds (Background, p. 2-3), enabling more accurate focusing onto subjects of interest during video capture. One of ordinary skill in the art before the application was filed would have been motivated to implement the subject tracking of McCoy “based on the metadata identifying the object to be tracked” by matching a received PIN to a stored PIN, as in Kuehner, because it is a straightforward, known method of identifying which of the received metadata from the nearby objects is the object selected by the user and yields predictable results. Regarding Claim 8, McCoy (US 2015/0116501) discloses the method of claim 1, wherein adjusting the camera operation comprises adjusting, based at least in part on one or more camera rules, a focus of the at least one camera or modifying a field of view of the at least one camera (dynamically control pan, tilt, zoom of camera [0058]). Regarding Claim 9, McCoy (US 2015/0116501) discloses the method of claim 1, wherein determining the position further comprises adjusting the position with respect to one or more specific components of the at least one camera (location of object relative to camera [0026]). Regarding Claim 10, McCoy (US 2015/0116501) discloses a computing system (controlling device for controlling cameras and sensors [0038], Fig. 2) for operating at least one camera (controlling cameras [0038]) based at least in part on a position of a tracked subject (current location of the first object 102a to be tracked may be determined based on the one or more signals received from the sensors 106 [0051]) in a camera view of the at least one camera (cameras 104 are able to automatically capture images of the tracked object 102 [0020]), the computing system comprising: one or more hardware processors (processor 202 [0039], ASIC [0041]); an identity controller (identifying objects to be tracked [0047]) executable by the one or more hardware processors (processor 202 receives metadata identifying objects to be tracked [0047]) …; a positioning controller (processes the received signals from sensor 106 to determine the current location of object 102a [0051]) executable by the one or more hardware processors (processor 202 processes the received signals from sensor 106 to determine the current location of object 102a [0051]) …; a matching controller (based on received metadata that identifies the object to be tracked [0047]) executable by the one or more hardware processors (based on the metadata the processor 202 will [0047]) …; and a camera operation controller (dynamically control position, zoom, tilt, pan of camera [0058]) executable by the one or more hardware processors (processor 202 will dynamically control position, zoom, tilt, pan of camera [0058]) …. The remainder of Claim 10 is rejected on the grounds provided in Claim 1. Regarding Claim 12, the claim is rejected on the grounds provided in Claim 3. Regarding Claim 13, the claim is rejected on the grounds provided in Claim 4. Regarding Claim 14, the claim is rejected on the grounds provided in Claim 5. Regarding Claim 15, McCoy (US 2015/0116501) discloses one or more tangible processor-readable storage media embodied with instructions for executing on one or more processors and circuits of a computing device a process for operating at least one camera (software [0130]). The remainder of Claim 15 is rejected on the grounds provided in Claim 1. Regarding Claim 17, the claim is rejected on the grounds provided in Claim 3. Regarding Claim 18, the claim is rejected on the grounds provided in Claim 6. Regarding Claim 19, the claim is rejected on the grounds provided in Claim 8. Regarding Claim 20, the claim is rejected on the grounds provided in Claim 9. Regarding Claim 24, McCoy (US 2015/0116501) discloses the method of claim 1, wherein the adjusting operation is performed when the tracked subject at the distinct position is occluded in the camera view (the person to be tracked may not be visible in images or video captured by the cameras 104, select a camera capable of capturing videos of the person to be tracked [0063]). Regarding Claim 25, McCoy (US 2015/0116501) discloses the method of claim 1, wherein the adjusting operation is performed at a first time, and further comprising: performing the identifying operation again at a second time after the first time; and performing, responsive to performing the identifying operation again at the second time, the adjusting operation (when the player moves across the soccer field, the camera 104 tracks the player [0095]; this implies that the system of McCoy operates continuously over time). Claim(s) 21-22 are rejected under 35 U.S.C. 103 as being unpatentable over McCoy (US 2015/0116501) in view of Shin (NPL “Camera focus adjustment using depth estimated via ultra-wideband handshake,” Technical Disclosure commons, 2022), Kuehner (US PG Publication 2023/0339431), and Ullah (US 2013/0128755). Regarding Claim 21, McCoy (US 2015/0116501) discloses the method of claim 1. McCoy does not disclose, but Ullah (US PG Publication 2013/0128755) teaches wherein the positioning tag (Presence Beaconing Station PBS: A station that has presence beaconing capabilities, usually an end-user device [0088]) corresponding to each candidate subject (usually an end-user device [0088]) stores a device identifier (Device-Specific Identifier [0083]) that identifies the positioning tag (unique identifier used to identify the PBS—end-user device [0083]), wherein the device identifier is different from (device-specific identifier and application-specific user hash are different) the subject identifier (Application-specific user hash, to identify the user [0080]). One of ordinary skill in the art before the application was filed would have been motivated to supplement the position sensing system of McCoy with the presence framework of Ullah because Ullah teaches that using a multi-layer framework for identification protects the user’s identity and ensures that privacy is maintained when the user uses the network [0129]. Regarding Claim 22, McCoy (US 2015/0116501) discloses the method of claim 2. McCoy does not disclose, but Ullah (US PG Publication 2013/0128755) teaches the response including a device identifier identifying the positioning tag (machine-to-machine layer interface uses the Device Specific Interface to uniquely identify each presence enabled device [0131]) and the subject identifier (application partners are sent the ASUH to identify the user [0132]). One of ordinary skill in the art before the application was filed would have been motivated to supplement the position sensing system of McCoy with the presence framework of Ullah because Ullah teaches that using a multi-layer framework for identification protects the user’s identity and ensures that privacy is maintained when the user uses the network [0129]. Claim(s) 23 is rejected under 35 U.S.C. 103 as being unpatentable over McCoy (US 2015/0116501) in view of Shin (NPL “Camera focus adjustment using depth estimated via ultra-wideband handshake,” Technical Disclosure commons, 2022), Kuehner (US PG Publication 2023/0339431), and Aonuma (US 2011/0063108 A1). Regarding Claim 23, McCoy (US 2015/0116501) discloses the method of claim 1. Shin does not disclose, but Kuehner (US PG Publication 2023/0339431) teaches further comprising: retrieving the tracked subject identifier from a storage device (matches a defined PIN [0039]; PIN stored [0040]). Shin does not disclose, but Aonuma (US 2011/0063108 A1) teaches the tracked subject identifier being an employee identifier and the tracked subject being an employee (an employee ID that uniquely identifies a particular employee). One of ordinary skill in the art before the application was filed would have been motivated to implement McCoy to use with employee IDs as the metadata because McCoy’s technology works the same on employees as it does on other people. Response to Arguments Applicant’s remarks filed 5/11/2026 have been considered but are moot because they do not apply to the combination of references presented in this office action. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure: US-11503358-B1 – detect distance to presenter and adjust audio US-11961410-B1 – determine focus levels of users in a vicinity THIS ACTION IS MADE FINAL. Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to SHADAN E HAGHANI whose telephone number is (571)270-5631. The examiner can normally be reached M-F 9AM - 5PM. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Jay Patel can be reached at 571-272-2988. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /SHADAN E HAGHANI/ Examiner, Art Unit 2485
Read full office action

Prosecution Timeline

Show 8 earlier events
Dec 12, 2025
Response after Non-Final Action
Jan 20, 2026
Request for Continued Examination
Jan 28, 2026
Response after Non-Final Action
Feb 11, 2026
Non-Final Rejection mailed — §103, §112
May 05, 2026
Examiner Interview Summary
May 05, 2026
Applicant Interview (Telephonic)
May 11, 2026
Response Filed
May 28, 2026
Final Rejection mailed — §103, §112 (current)

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Prosecution Projections

5-6
Expected OA Rounds
61%
Grant Probability
79%
With Interview (+17.7%)
2y 11m (~9m remaining)
Median Time to Grant
High
PTA Risk
Based on 379 resolved cases by this examiner. Grant probability derived from career allowance rate.

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