Prosecution Insights
Last updated: October 02, 2026
Application No. 18/531,549

ENERGIZER-AIDED POSITIONING OF AMBIENT DEVICES IN AN ELECTRONIC SHELF LABEL (ESL) SYSTEM

Non-Final OA §103
Filed
Dec 06, 2023
Examiner
FARAGALLA, MICHAEL A
Art Unit
2624
Tech Center
2600 — Communications
Assignee
Qualcomm Incorporated
OA Round
3 (Non-Final)
86%
Grant Probability
Favorable
3-4
OA Rounds
1m
Est. Remaining
94%
With Interview

Examiner Intelligence

Grants 86% — above average
86%
Career Allowance Rate
870 granted / 1018 resolved
+23.5% vs TC avg
Moderate +8% lift
Without
With
+8.2%
Interview Lift
resolved cases with interview
Typical timeline
2y 11m
Avg Prosecution
28 currently pending
Career history
1047
Total Applications
across all art units

Statute-Specific Performance

§101
1.4%
-38.6% vs TC avg
§103
73.8%
+33.8% vs TC avg
§102
11.2%
-28.8% vs TC avg
§112
6.7%
-33.3% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1018 resolved cases

Office Action

§103
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant's submission filed on 07/24/2026 has been entered. 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. Claims 1-9, 12-20, and 23-30 are rejected under 35 U.S.C. 103 as being unpatentable over Wight et al (Publication number: US 2017/0149294) in view of Graube et al (Publication number: US 2022/0051310) in view of Smith et al (Publication number: US 2021/0152035). Consider Claim 1, Wight et al shows a method (see figure 9), comprising: (a) Configuring, a first subset of devices to transmit energizing radio waves for an ambient device in a vicinity of the first subset (see figures 1 and 7; paragraphs 112-114); (The first subset of devices is read as all PAPs on). (b) Receiving, from a second subset of devices, positioning data relating to signal transmissions received by the second subset from the ambient device based on the energizing radio waves from the first subset (See figures 1 and 7; paragraphs 25-28 and 112-114); (The ambient device is read as energizable devices 14. The second subset of devices is read as a subgroup of the PAPs. At 224, the subspace is further divided into multiple subgroups by sequentially turning off one or more PAPs. At 226, the subspace is further divided into multiple subgroups by switching the polarization of all the PAPs). (c) Comparing, the positioning data with data correlating devices with known locations (see figure 1; and paragraphs 114-116); (At 230, the connectivity map is fixed (determined) in space at multiple points using the known locations of multiple reference receivers, and the results of either the various connectivity maps from the plurality of subspaces or the plurality of subgroups). However, Wight et al does not specifically show identifying, by a server, based on the comparing, at least one matching device for which the ground truth data matches the positioning data; and determining, by the server, a position of the ambient device based on a corresponding known location of the at least one matching device. In the same field of endeavor, Graube et al shows identifying, by a server, based on the comparing, at least one matching device for which the ground truth data matches the positioning data; and determining, by the server, a position of the ambient device based on a corresponding known location of the at least one matching device (see figure 1D; and paragraphs 104-106); (The server is read as management entity server 150. The store management entity server 150 may signal individual ESLs 110, such as via an access point 130 that communicates via wireless links 112 to the ESL 110, to control lighting of the LED 117, vary the brightness of a backlit display or generate another visible indication when an individual or user mobile device 120 is within the vicinity of and product to be selected based on the shopping list. The store management entity server 150 may call on and ESL location database 152 stored in memory accessible by the server that maps products to ESL locations). Therefore, it would have been obvious to a person of ordinary skill in the art before the effective filing date of the application to incorporate the store management entity server 150 of Graube et al into the system of figure shown in Wight et al in order to determine a route of travel of a shopper (see Graube et al; paragraphs 15 and 16). However, Wight et al and Graube et al do not specifically show that the ambient device is battery-less and powered by energy harvested from energizing radio waves, wherein ground truth data comprises, for each of the known locations, signal reception measurements corresponding to a set of energizer transmission parameters detected by a corresponding device at the known location. In the same field of endeavor, Smith et al shows that the ambient device is battery-less and powered by energy harvested from energizing radio waves, wherein ground truth data comprises, for each of the known locations, signal reception measurements corresponding to a set of energizer transmission parameters detected by a corresponding device at the known location (see figures 8, and 12-14; and paragraphs 251-253); (At 1206, the method 1200 may include obtaining one or more responses from the one or more transmitter devices. Then, at 1208, the method 1200 may include transmitting an acknowledgment to a selected transmitter device based on the one or more responses. Next, at 1210, the method 1200 may include receiving wireless power transfer from the selected transmitter device using terahertz frequencies). Therefore, it would have been obvious to a person of ordinary skill in the art before the effective filing date of the application to incorporate the power transfer method taught by Smith et al into the system taught by the combination of Wight and Graube in order to supply power to multiple electronic devices with varying parameters (see Smith et al; paragraphs 8-9). Consider Claim 12, Wight et al shows an apparatus comprising: a memory storing processor-readable code; and at least one processor coupled to the memory, the at least one processor configured to execute the processor-readable code to cause the at least one processor to perform operations (see figures 2 and 4), comprising: (a) Configuring a first subset of devices to transmit energizing radio waves for an ambient device in a vicinity of the first subset (see figures 1 and 7; paragraphs 112-114); (The first subset of devices is read as all PAPs on). (b) Receiving, from a second subset of devices, positioning data relating to signal transmissions received by the second subset from the ambient device based on the energizing radio waves from the first subset (See figures 1 and 7; paragraphs 25-28 and 112-114); (The ambient device is read as energizable devices 14. The second subset of devices is read as a subgroup of the PAPs. At 224, the subspace is further divided into multiple subgroups by sequentially turning off one or more PAPs. At 226, the subspace is further divided into multiple subgroups by switching the polarization of all the PAPs). (c) Comparing, the positioning data with data correlating devices with known locations (see figure 1; and paragraphs 114-116); (At 230, the connectivity map is fixed (determined) in space at multiple points using the known locations of multiple reference receivers, and the results of either the various connectivity maps from the plurality of subspaces or the plurality of subgroups). However, Wight et al does not specifically show identifying, by a server, based on the comparing, at least one matching device for which the ground truth data matches the positioning data; and determining, by the server, a position of the ambient device based on a corresponding known location of the at least one matching device. In the same field of endeavor, Graube et al shows identifying, by a server, based on the comparing, at least one matching device for which the ground truth data matches the positioning data; and determining, by the server, a position of the ambient device based on a corresponding known location of the at least one matching device (see figure 1D; and paragraphs 104-106); (The server is read as management entity server 150. The store management entity server 150 may signal individual ESLs 110, such as via an access point 130 that communicates via wireless links 112 to the ESL 110, to control lighting of the LED 117, vary the brightness of a backlit display or generate another visible indication when an individual or user mobile device 120 is within the vicinity of and product to be selected based on the shopping list. The store management entity server 150 may call on and ESL location database 152 stored in memory accessible by the server that maps products to ESL locations). Therefore, it would have been obvious to a person of ordinary skill in the art before the effective filing date of the application to incorporate the store management entity server 150 of Graube et al into the system of figure shown in Wight et al in order to determine a route of travel of a shopper (see Graube et al; paragraphs 15 and 16). However, Wight et al and Graube et al do not specifically show that the ambient device is battery-less and powered by energy harvested from energizing radio waves, wherein ground truth data comprises, for each of the known locations, signal reception measurements corresponding to a set of energizer transmission parameters detected by a corresponding device at the known location. In the same field of endeavor, Smith et al shows that the ambient device is battery-less and powered by energy harvested from energizing radio waves, wherein ground truth data comprises, for each of the known locations, signal reception measurements corresponding to a set of energizer transmission parameters detected by a corresponding device at the known location (see figures 8, and 12-14; and paragraphs 251-253); (At 1206, the method 1200 may include obtaining one or more responses from the one or more transmitter devices. Then, at 1208, the method 1200 may include transmitting an acknowledgment to a selected transmitter device based on the one or more responses. Next, at 1210, the method 1200 may include receiving wireless power transfer from the selected transmitter device using terahertz frequencies). Therefore, it would have been obvious to a person of ordinary skill in the art before the effective filing date of the application to incorporate the power transfer method taught by Smith et al into the system taught by the combination of Wight and Graube in order to supply power to multiple electronic devices with varying parameters (see Smith et al; paragraphs 8-9). Consider Claim 23, Wight et al shows a non-transitory computer-readable medium storing instructions that, when executed by a processor, cause the processor to perform operations (see figures 2 and 4), comprising: (a) Configuring a first subset of devices to transmit energizing radio waves for an ambient device in a vicinity of the first subset (see figures 1 and 7; paragraphs 112-114); (The first subset of devices is read as all PAPs on). (b) Receiving, from a second subset of devices, positioning data relating to signal transmissions received by the second subset from the ambient device based on the energizing radio waves from the first subset (See figures 1 and 7; paragraphs 25-28 and 112-114); (The ambient device is read as energizable devices 14. The second subset of devices is read as a subgroup of the PAPs. At 224, the subspace is further divided into multiple subgroups by sequentially turning off one or more PAPs. At 226, the subspace is further divided into multiple subgroups by switching the polarization of all the PAPs). (c) Comparing, the positioning data with data correlating devices with known locations (see figure 1; and paragraphs 114-116); (At 230, the connectivity map is fixed (determined) in space at multiple points using the known locations of multiple reference receivers, and the results of either the various connectivity maps from the plurality of subspaces or the plurality of subgroups). However, Wight et al does not specifically show identifying, by a server, based on the comparing, at least one matching device for which the ground truth data matches the positioning data; and determining, by the server, a position of the ambient device based on a corresponding known location of the at least one matching device. In the same field of endeavor, Graube et al shows identifying, by a server, based on the comparing, at least one matching device for which the ground truth data matches the positioning data; and determining, by the server, a position of the ambient device based on a corresponding known location of the at least one matching device (see figure 1D; and paragraphs 104-106); (The server is read as management entity server 150. The store management entity server 150 may signal individual ESLs 110, such as via an access point 130 that communicates via wireless links 112 to the ESL 110, to control lighting of the LED 117, vary the brightness of a backlit display or generate another visible indication when an individual or user mobile device 120 is within the vicinity of and product to be selected based on the shopping list. The store management entity server 150 may call on and ESL location database 152 stored in memory accessible by the server that maps products to ESL locations). Therefore, it would have been obvious to a person of ordinary skill in the art before the effective filing date of the application to incorporate the store management entity server 150 of Graube et al into the system of figure shown in Wight et al in order to determine a route of travel of a shopper (see Graube et al; paragraphs 15 and 16). However, Wight et al and Graube et al do not specifically show that the ambient device is battery-less and powered by energy harvested from energizing radio waves, wherein ground truth data comprises, for each of the known locations, signal reception measurements corresponding to a set of energizer transmission parameters detected by a corresponding device at the known location. In the same field of endeavor, Smith et al shows that the ambient device is battery-less and powered by energy harvested from energizing radio waves, wherein ground truth data comprises, for each of the known locations, signal reception measurements corresponding to a set of energizer transmission parameters detected by a corresponding device at the known location (see figures 8, and 12-14; and paragraphs 251-253); (At 1206, the method 1200 may include obtaining one or more responses from the one or more transmitter devices. Then, at 1208, the method 1200 may include transmitting an acknowledgment to a selected transmitter device based on the one or more responses. Next, at 1210, the method 1200 may include receiving wireless power transfer from the selected transmitter device using terahertz frequencies). Therefore, it would have been obvious to a person of ordinary skill in the art before the effective filing date of the application to incorporate the power transfer method taught by Smith et al into the system taught by the combination of Wight and Graube in order to supply power to multiple electronic devices with varying parameters (see Smith et al; paragraphs 8-9). Consider Claim 28, Wight et al shows an electronic shelf label (ESL) system (see figure 1), comprising: (a) A first subset of devices (see figures 1 and 7; paragraphs 112-114); (The first subset of devices is read as all PAPs on). (b) A second subset of devices (See figures 1 and 7; paragraphs 25-28 and 112-114); (The ambient device is read as energizable devices 14. The second subset of devices is read as a subgroup of the PAPs. At 224, the subspace is further divided into multiple subgroups by sequentially turning off one or more PAPs. At 226, the subspace is further divided into multiple subgroups by switching the polarization of all the PAPs). (c) At least one processor coupled to a memory, wherein the at least one processor is configured to perform operations comprising: configuring, the first subset of devices to transmit energizing radio waves for an ambient device in a vicinity of the first subset (see figures 1 and 7; paragraphs 112-114); (The first subset of devices is read as all PAPs on). (d) Receiving, by the server from the second subset of devices, positioning data relating to signal transmissions received by the second subset from the ambient device based on the energizing radio waves from the first subset (See figures 1 and 7; paragraphs 25-28 and 112-114); (The ambient device is read as energizable devices 14. The second subset of devices is read as a subgroup of the PAPs. At 224, the subspace is further divided into multiple subgroups by sequentially turning off one or more PAPs. At 226, the subspace is further divided into multiple subgroups by switching the polarization of all the PAPs). (e) Comparing, the positioning data with data correlating devices with known locations (see figure 1; and paragraphs 114-116); (At 230, the connectivity map is fixed (determined) in space at multiple points using the known locations of multiple reference receivers, and the results of either the various connectivity maps from the plurality of subspaces or the plurality of subgroups). However, Wight et al does not specifically show a server comprising a memory and at least one processor coupled to the memory, wherein the at least one processor is configured to perform operations identifying, by the server, based on the comparing, at least one matching device for which the ground truth data matches the positioning data; and determining, by the server, a position of the ambient device based on a corresponding known location of the at least one matching device. In the same field of endeavor, Graube et al shows a server comprising a memory and at least one processor coupled to the memory, wherein the at least one processor is configured to perform operations identifying, by the server, based on the comparing, at least one matching device for which the ground truth data matches the positioning data; and determining, by the server, a position of the ambient device based on a corresponding known location of the at least one matching device (see figure 1D; and paragraphs 104-106); (The server is read as management entity server 150. The store management entity server 150 may signal individual ESLs 110, such as via an access point 130 that communicates via wireless links 112 to the ESL 110, to control lighting of the LED 117, vary the brightness of a backlit display or generate another visible indication when an individual or user mobile device 120 is within the vicinity of and product to be selected based on the shopping list. The store management entity server 150 may call on and ESL location database 152 stored in memory accessible by the server that maps products to ESL locations). Therefore, it would have been obvious to a person of ordinary skill in the art before the effective filing date of the application to incorporate the store management entity server 150 of Graube et al into the system of figure shown in Wight et al in order to determine a route of travel of a shopper (see Graube et al; paragraphs 15 and 16). However, Wight et al and Graube et al do not specifically show that the ambient device is battery-less and powered by energy harvested from energizing radio waves, wherein ground truth data comprises, for each of the known locations, signal reception measurements corresponding to a set of energizer transmission parameters detected by a corresponding device at the known location. In the same field of endeavor, Smith et al shows that the ambient device is battery-less and powered by energy harvested from energizing radio waves, wherein ground truth data comprises, for each of the known locations, signal reception measurements corresponding to a set of energizer transmission parameters detected by a corresponding device at the known location (see figures 8, and 12-14; and paragraphs 251-253); (At 1206, the method 1200 may include obtaining one or more responses from the one or more transmitter devices. Then, at 1208, the method 1200 may include transmitting an acknowledgment to a selected transmitter device based on the one or more responses. Next, at 1210, the method 1200 may include receiving wireless power transfer from the selected transmitter device using terahertz frequencies). Therefore, it would have been obvious to a person of ordinary skill in the art before the effective filing date of the application to incorporate the power transfer method taught by Smith et al into the system taught by the combination of Wight and Graube in order to supply power to multiple electronic devices with varying parameters (see Smith et al; paragraphs 8-9). Consider Claims 2, 13, 24, and 29, Graube et al shows that the ambient device is an ambient Internet of Things (IoT) tag associated with an item of inventory (see figure 2A and paragraph 105). Consider Claims 3, 14, and 25, Wight et al shows that the first subset includes one or more energizer devices configured by the server to transmit energizing waveforms for powering electrical components of the ambient device (see paragraphs 98 and 99); (The power transmission system delivers power to receiving devices such as RFID tags from a group of PAPs, each of which is coherently locked to a common frequency. By adjusting the relative phase of the transmitted signal from each PAP, energy “bubbles” are created in three-dimensional space, and power is delivered to all energizable devices in each “bubble”. As the energy “bubbles” are moved through the three (3D) space by changing the relative phases at the Power Access Points, different sets of energizable devices are energized). Consider Claims 4, 15, and 26, Wight et al show that the one or more energizer devices are configured by the server to transmit the energizing waveforms according to a set of transmission parameters, and wherein the signal transmissions are made by the ambient device according to the set of transmission parameters (see paragraphs 98 and 99); (The power transmission system delivers power to receiving devices such as RFID tags from a group of PAPs, each of which is coherently locked to a common frequency. By adjusting the relative phase of the transmitted signal from each PAP, energy “bubbles” are created in three-dimensional space, and power is delivered to all energizable devices in each “bubble”. As the energy “bubbles” are moved through the three (3D) space by changing the relative phases at the Power Access Points, different sets of energizable devices are energized). Consider Claims 5, 16, and 27, Wight et al shows that the second subset includes at least one of an electronic shelf label (ESL) device or an access point, and wherein the positioning data includes measurements of the signal transmissions received by the second subset (See figures 1 and 7; paragraphs 25-28 and 112-114); (The ambient device is read as energizable devices 14. The second subset of devices is read as a subgroup of the PAPs. At 224, the subspace is further divided into multiple subgroups by sequentially turning off one or more PAPs. At 226, the subspace is further divided into multiple subgroups by switching the polarization of all the PAPs). Consider Claims 6 and 17, Graube et al shows that the measurements include a set of received signal strength indicator (RSSI) values measured by the second subset for the signal transmissions received from the ambient device (see paragraphs 73-76); (When the user mobile device detects a beacon, the user mobile device can estimate its proximity to the emitting ESL using measured RSSI of the detected signal. The user mobile device may communicate the time varying unique code to the store management entity server, which may use that information to map the code to the ESLs location within the store and hence determine an approximate location of the user mobile device). Consider Claims 7 and 18, Graube et al shows that the set of RSSI values measured by the second subset vary over each of the one or more transmission parameters selected from the set of transmission parameters (see paragraphs 73-76); (When the user mobile device detects a beacon, the user mobile device can estimate its proximity to the emitting ESL using measured RSSI of the detected signal. The user mobile device may communicate the time varying unique code to the store management entity server, which may use that information to map the code to the ESLs location within the store and hence determine an approximate location of the user mobile device). Consider Claims 8 and 19, Wight et al shows that the set of transmission parameters include at least one of a transmission power, a time slot, a beam identifier (ID), or a channel; and the set of RSSI values measured by each device vary over one or more of a range of transmission powers, a set of time slots, a set of beam identifiers (IDs), or a set of channels (see paragraphs 65 and 66); (The PAP sync is done over a comm-channel, which the energizable device can listen on. When an energizable device has enough energy to listen for the duration of PAP sync cycle, the energizable device changes comm-channel frequency to PAP sync channel and waits for sync). Consider Claims 9 and 20, Wight et al shows that the signal transmissions made by the ambient device include a beacon message transmitted by the ambient device according to a selected transmission power that is proportional to the transmission power of the energizing radio waves received by the ambient device from the one or more energizer devices (see paragraphs 55 and 56). Consider Claim 30, Wight et al shows that the first subset includes one or more energizer devices configured to transmit energizing waveforms for powering electrical components of the ambient device, wherein the second subset includes at least one of an ESL device or an access point, and wherein the positioning data includes measurements of the signal transmissions received by the second subset (see paragraphs 98 and 99); (The power transmission system delivers power to receiving devices such as RFID tags from a group of PAPs, each of which is coherently locked to a common frequency. By adjusting the relative phase of the transmitted signal from each PAP, energy “bubbles” are created in three-dimensional space, and power is delivered to all energizable devices in each “bubble”. As the energy “bubbles” are moved through the three (3D) space by changing the relative phases at the Power Access Points, different sets of energizable devices are energized). Claims 10-11, and 21-22 are rejected under 35 U.S.C. 103 as being unpatentable over Wight et al (Publication number: US 2017/0149294) in view of Graube et al (Publication number: US 2022/0051310) in view of Smith et al in view of Shakedd et al (Publication number: US 2021/0027608). Consider Claims 10 and 21, Wight et al in view of Graube et al, and Smith et al do not specifically show that the beacon message includes an indication of the selected transmission power, wherein the beacon message is received by the server from the second subset, and wherein the method further comprises: determining, by the server, that the selected transmission power fails to meet a minimum threshold transmission power; reconfiguring, by the server, the one or more energizer devices to increase the transmission power of the energizing radio waves transmitted to the ambient device; and receiving, by the server, the positioning data from the second subset based on additional signal transmissions received by the second subset from the ambient device after the energizing radio waves are transmitted with the increased transmission power. In the same field of endeavor, Shakedd et al shows that the beacon message includes an indication of the selected transmission power, wherein the beacon message is received by the server from the second subset, and wherein the method further comprises: determining, by the server, that the selected transmission power fails to meet a minimum threshold transmission power; reconfiguring, by the server, the one or more energizer devices to increase the transmission power of the energizing radio waves transmitted to the ambient device; and receiving, by the server, the positioning data from the second subset based on additional signal transmissions received by the second subset from the ambient device after the energizing radio waves are transmitted with the increased transmission power (see paragraphs 270-271, and 296-297); (A first amount of energy required for transmission may be determined based on a lookup of one or more predefined threshold values, or may be calculated based on known characteristics of the transmission and/or known information about how much energy may be required to complete the transmission. The second amount of energy may be predetermined in that the tag may always be required to maintain a particular energy reserve. The predetermined amount of energy may correspond, for example to one or more of an amount of energy needed for the tag to perform internal functions for a predetermined period, or for the tag to make a predetermined number of future transmissions, such as a gate mode transmission. If calculated, the first amount of energy may be determined based on variables such as a distance between the tag and one of the receivers, such as the second receiver. Or it may be calculated or determined based on an amount of energy required in the past for a similar transmission). Therefore, it would have been obvious to a person of ordinary skill in the art before the effective filing date of the application to incorporate the energy management teaching of Shakedd et al into the (ESL) system taught by Wight et al and Graube et al, and Smith et al in order to enable continued functioning of the tag (see Shakedd et al; paragraph 296). Consider Claims 11 and 22, Shakedd et al shows that the ambient device is one of a plurality of ambient devices, and wherein the method further comprises: ranking, by the server, the plurality of ambient devices according to the selected transmission power of respective signal transmissions made by each ambient device of the plurality of ambient devices; grouping, by the server, the plurality of ambient devices into different groups of ambient devices based on the ranking, each group of ambient devices corresponding to a different range of selected transmission powers; and assigning, by the server to each group of ambient devices, a timing offset for the additional signal transmissions to be made by the ambient devices in that group (see paragraphs 296-297). Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to MICHAEL A FARAGALLA whose telephone number is (571)270-1107. The examiner can normally be reached Mon-Fri 8:00-5:00. 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, Matthew Eason can be reached at 571-270-7230. 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. /MICHAEL A FARAGALLA/Primary Examiner, Art Unit 2624 08/07/2026
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Prosecution Timeline

Dec 06, 2023
Application Filed
Nov 21, 2025
Non-Final Rejection mailed — §103
Feb 09, 2026
Response Filed
May 29, 2026
Final Rejection mailed — §103
Jul 24, 2026
Request for Continued Examination
Jul 27, 2026
Response after Non-Final Action
Aug 11, 2026
Non-Final Rejection mailed — §103 (current)

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Prosecution Projections

3-4
Expected OA Rounds
86%
Grant Probability
94%
With Interview (+8.2%)
2y 11m (~1m remaining)
Median Time to Grant
High
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