Prosecution Insights
Last updated: August 18, 2026
Application No. 18/541,888

SYSTEMS AND METHODS FOR DELAY-AWARE TRAFFIC PROVISIONING FOR BURSTY WIRELESS NETWORK COMMUNICATION TRAFFIC

Final Rejection §103
Filed
Dec 15, 2023
Priority
Feb 16, 2023 — provisional 63/446,207
Examiner
LI, GUANG W
Art Unit
2478
Tech Center
2400 — Computer Networks
Assignee
Meta Platforms Technologies LLC
OA Round
2 (Final)
78%
Grant Probability
Favorable
3-4
OA Rounds
8m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 78% — above average
78%
Career Allowance Rate
505 granted / 647 resolved
+20.1% vs TC avg
Strong +24% interview lift
Without
With
+24.0%
Interview Lift
resolved cases with interview
Typical timeline
3y 4m
Avg Prosecution
23 currently pending
Career history
676
Total Applications
across all art units

Statute-Specific Performance

§101
5.8%
-34.2% vs TC avg
§103
49.7%
+9.7% vs TC avg
§102
20.7%
-19.3% vs TC avg
§112
16.7%
-23.3% vs TC avg
Black line = Tech Center average estimate • Based on career data from 647 resolved cases

Office Action

§103
DETAILED ACTION It is hereby acknowledged that the following papers have been received and placed of record in the file: Amendment date 06/03/2026. Claims 1-20 are presented for examination. Response to Arguments Applicant's arguments with respect to claims 1-20 have been considered but are moot in view of the new ground(s) of rejection. 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. The factual inquiries for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. Claim(s) 1-20 is/are rejected under 35 U.S.C. 103 as being unpatentable over Fujishiro et al. (US 2025/0048187 A1) in view of Zhang et al. (US 2023/0052236 A1). Regarding claim 1, Fujishiro teaches a device (UE 100 see Fujishiro: Fig.2) , comprising: a wireless communications interface to communicate a plurality of data packets to a network device (UE 100 includes receiver 110 and transmitter 120 communicate traffic information with gNB 200 see Fujishiro: Fig.2 and Fig.6); and one or more processors (Controller 130 see Fujishiro: Fig.2) to: generate the plurality of data packets according to a timing characteristic of the plurality of data packets (UE generate XR assistance information according to traffic information from upper layer and traffic information includes time difference and traffic pattern “In step S11, the UE 100 transmits the XR assistance information including the traffic information to the gNB 200” see Fujishiro: ¶[0087-0088]; ¶[0094]; ¶[0097]); provide an indication of the timing characteristic to the network device (UE provide traffic information including time difference between the CG configuration and actual packet arrive time and indicating traffic model type see Fujishiro: ¶[0097]; ¶[0119]); receive a communication rate from the network device (UE100 receive configuration information (includes a bit rate) from gNB 200 see Fujishiro: Fig.6; ¶[0101]; ¶[0094]); and cause the wireless communications interface to communicate the plurality of data packets to the network device according to the communication rate (applying the configuration information (such as bit rate) “In step S14, the UE 100 applies the configuration information” see Fujishiro: ¶[0101]). Fujishiro does not explicitly teaches the communication rate comprising at least one of a prioritized bit rate or a guaranteed bit rate (GBR). However, Zhang teaches the communication rate comprising at least one of a prioritized bit rate or a guaranteed bit rate (GBR) (the QCI for defining the priority of traffic includes resource type: Guaranteed Bit Rate (GBR) or Non-Guaranteed Bit Rate (Non-GBR)) and Priority Level see Zhang: ¶[0040], tables 1-2) in order to support quality of service (QoS) under different traffic types (See Zhang: ¶[0003]). It would have been obvious to one of ordinary skill in the art before the effective filling date of the claimed invention to create the invention of Fujishiro to include (or to use, etc.) the communication rate comprising at least one of a prioritized bit rate or a guaranteed bit rate (GBR) as taught by Zhang in order to support quality of service (QoS) under different traffic types (See Zhang: ¶[0003]). Regarding claim 2, the modified Fujishiro taught the device of claim 1 as described hereinabove. Fujishiro further teaches wherein the plurality of data packets are representative of video frames, and the timing characteristic corresponds to a compression of the video frames being intra-frame compression or inter-frame compression (first and second stream are I frame or P frame and those frames are intra frame or interframe see Fujishiro: ¶[0062-0065]). Regarding claim 3, the modified Fujishiro taught the device of claim 2 as described hereinabove. Fujishiro further teaches wherein the one or more processors are to generate the indication based at least on the inter-frame compression having a greater data usage than the inter-frame compression (indication of traffic pattern on burst interval “The transmission period and/or the reception period may indicate a duration of one burst or a burst interval” see Fujishiro: ¶[0094]). Regarding claim 4, the modified Fujishiro taught the device of claim 1 as described hereinabove. Fujishiro further teaches wherein the timing characteristic corresponds to the plurality of data packets being representative of periodic data (traffic information include number of transmission bits per burst and traffic pattern see Fujishiro: ¶[0092]; ¶[0094]). Regarding claim 5, the modified Fujishiro taught the device of claim 4 as described hereinabove. Fujishiro further teaches wherein the one or more processors are to generate a user assistance information (UAI) signal comprising the indication of the timing characteristic and transmit the UAI signal to the network device to provide the indication of the timing characteristic to the network device (UE100 providing XR assistant information to gNB 200 include traffic information see Fujishiro: Fig.6; ¶[0087]; ¶[0094]; ¶[0097]). Regarding claim 6, the modified Fujishiro taught the device of claim 5 as described hereinabove. Fujishiro further teaches wherein the one or more processors are to communicate the indication to the network device using radio resource control (RRC) signaling (The UE 100 may include the XR assistance information in the RRC message to transmit to the gNB 200 see Fujishiro: ¶[0088]). Regarding claim 7, the modified Fujishiro taught the device of claim 1 as described hereinabove. Fujishiro further teaches wherein the one or more processors are to: communicate the indication of the timing characteristic to the network device, using at least one of an uplink control information (UCI) signal or a media access control (MAC) control element (CE) signal (using MAC CE to transmit XR assistance information “The UE 100 may include the XR assistance information in the MAC CE instead of the RRC message to transmit, or may include the XR assistance information in a PDCP Control Protocol Data Unit (PDU) to transmit” see Fujishiro: ¶[0088]), responsive to a determination that the timing characteristic corresponds to at least one of the plurality of data packets being aperiodic or being receiver-triggered (gNB may request UE to notify the gNB of the XR assistance information see Fujishiro: ¶[0087]). Regarding claim 8, the modified Fujishiro taught the device of claim 1 as described hereinabove. Fujishiro further teaches wherein the plurality of data packets form a data burst (data communication in a transmission burst period “The transmission period and/or the reception period may indicate a duration of one burst or a burst interval” see Fujishiro: ¶[0094]). Regarding claim 9, Fujishiro teaches a system, comprising: a first device (UE100 see Fujishiro: Fig.2), comprising: one or more first processors to generate a plurality of data packets according to a timing characteristic of the plurality of data packets (UE generate XR assistance information according to traffic information from upper layer and traffic information include time difference and traffic pattern “In step S11, the UE 100 transmits the XR assistance information including the traffic information to the gNB 200” see Fujishiro: ¶[0087-0088]; ¶[0094]; ¶[0097]); and a second device (gNB 200 see Fujishiro: Fig.3), comprising: one or more second processors to: receive an indication of the timing characteristic from the first device (In step S12, the gNB 200 performs configuration for the UE 100 based on the XR assistance information include traffic information (time difference and traffic pattern) see Fujishiro: Fig.6; ¶[0099]); and transmit, to the first device, according to the indication of the timing characteristic (In step S13, the gNB 200 transmits the configuration information to the UE 100. The gNB 200 may include the configuration information in an RRC message see Fujishiro: Fig.6 step s13; ¶[0100]), a communication rate for communication of the plurality of data packets from the first device to the second device (UE100 receive configuration information (includes a bit rate) from gNB 200 see Fujishiro: Fig.6; ¶[0101]; ¶[0094]). Fujishiro does not explicitly teaches the communication rate comprising at least one of a prioritized bit rate or a guaranteed bit rate (GBR). However, Zhang teaches the communication rate comprising at least one of a prioritized bit rate or a guaranteed bit rate (GBR) (the QCI for defining the priority of traffic includes resource type: Guaranteed Bit Rate (GBR) or Non-Guaranteed Bit Rate (Non-GBR)) and Priority Level see Zhang: ¶[0040], tables 1-2) in order to support quality of service (QoS) under different traffic types (See Zhang: ¶[0003]). It would have been obvious to one of ordinary skill in the art before the effective filling date of the claimed invention to create the invention of Fujishiro to include (or to use, etc.) the communication rate comprising at least one of a prioritized bit rate or a guaranteed bit rate (GBR) as taught by Zhang in order to support quality of service (QoS) under different traffic types (See Zhang: ¶[0003]). Regarding claim 10, claim 10 is rejected same reason as the device of claim 2 set forth hereinabove. Regarding claim 11, claim 11 is rejected same reason as the device of claim 3 set forth hereinabove. Regarding claim 12, claim 12 is rejected same reason as the device of claim 4 set forth hereinabove. Regarding claim 13, claim 13 is rejected same reason as the device of claim 5 set forth hereinabove. Regarding claim 14, claim 14 is rejected same reason as the device of claim 7 set forth hereinabove. Regarding claim 15, claim 15 is rejected same reason as the device of claim 1 set forth hereinabove. Claim 15 teaches a method that perform the same functionalities as the device of claim 1 as described hereinabove. Regarding claim 16, claim 16 is rejected same reason as the device of claims 2-3 set forth hereinabove. Regarding claim 17, claim 17 is rejected same reason as the device of claim 4 set forth hereinabove. Regarding claim 18, claim 18 is rejected same reason as the device of claim 5 set forth hereinabove. Regarding claim 19, claim 19 is rejected same reason as the device of claim 7 set forth hereinabove. Regarding claim 20, claim 20 is rejected same reason as the device of claim 8 set forth hereinabove. Conclusion Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). 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 GUANG W LI whose telephone number is (571)270-1897. The examiner can normally be reached Monday - Thursday 7AM-5PMET. 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, Joseph Avellino can be reached at (571) 272-3905. 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. GUANG W. LI Primary Examiner Art Unit 2478 August 5, 2026 /GUANG W LI/Primary Examiner, Art Unit 2478
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Prosecution Timeline

Dec 15, 2023
Application Filed
Mar 04, 2026
Non-Final Rejection mailed — §103
Jun 03, 2026
Response Filed
Aug 07, 2026
Final Rejection mailed — §103 (current)

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Prosecution Projections

3-4
Expected OA Rounds
78%
Grant Probability
99%
With Interview (+24.0%)
3y 4m (~8m remaining)
Median Time to Grant
Moderate
PTA Risk
Based on 647 resolved cases by this examiner. Grant probability derived from career allowance rate.

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