Prosecution Insights
Last updated: April 19, 2026
Application No. 18/486,330

VIRTUALIZATION OF SYNCHRONIZATION PLANE FOR RADIO ACCESS NETWORK WITH FRONTHAUL PACKET DELAY VARIATION

Non-Final OA §103
Filed
Oct 13, 2023
Examiner
LIU, JUNG-JEN
Art Unit
2473
Tech Center
2400 — Computer Networks
Assignee
DELL PRODUCTS, L.P.
OA Round
1 (Non-Final)
89%
Grant Probability
Favorable
1-2
OA Rounds
2y 7m
To Grant
94%
With Interview

Examiner Intelligence

Grants 89% — above average
89%
Career Allow Rate
1070 granted / 1198 resolved
+31.3% vs TC avg
Minimal +5% lift
Without
With
+4.7%
Interview Lift
resolved cases with interview
Typical timeline
2y 7m
Avg Prosecution
36 currently pending
Career history
1234
Total Applications
across all art units

Statute-Specific Performance

§101
6.2%
-33.8% vs TC avg
§103
71.4%
+31.4% vs TC avg
§102
5.6%
-34.4% vs TC avg
§112
2.9%
-37.1% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1198 resolved cases

Office Action

§103
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 . DETAILED ACTION Allowable Subject Matter 1a. Claims 4-5, 10-11, 15-16 and 19 are objected to as dependent upon rejected claims, but would be allowable if rewritten in independent form including all the limitations of the base claim and any intervening claims. Claim Rejections - 35 USC § 103 2. 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. In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. 2a. Claims 1-3, 6-9, 12-14, 17-18 and 20 are rejected under 35 U.S.C. 103 as being unpatentable over Shim (US 2024/0205850 AI) in view of Vaez-Ghaemi (US 2025/0365225). 2b. Summary of the Cited Prior Art Shim discloses a method for synchronization based on reference signals. Vaez-Ghaemi discloses a method for radio unit synchronization. 2c. Claim Analysis Regarding Claim 1, Shim discloses: A system (see Figs 9A-9C), comprising: a processor (Fig 3B, Processor 380); and a memory (Fig 3B, Memory 370) that stores executable instructions that, when executed by the processor, facilitate performance of operations (see Figs 9A-9C), the operations comprising: obtaining (Fig 9B, 931), received radio signal waveform data (Fig 9B, 933; [0179] … the RU 220 may generate the reference signal based on at least one parameter of the C-plane message) based on reference waveform data (Fig 9B, Reference Signal, 931) transmitted by a radio unit (Fig 9B, RU 220); determining time error data (see: [0108] …. the channel requiring a time or frequency offset or different from the nominal SCS value(s)) based on the received waveform data (Fig 6, loop-back 625; see: [0129] …The RU 220 may loop back the transmitted reference signals through the feedback path 625) relative to the reference waveform data (Fig 9B, Reference Signal, 931); and taking action to synchronize (see: [0125] …. performing the phase alignment) the radio unit (Fig 6, RU 220), based on the time error data (see: [0122] ….. When the phase difference with the mth RU 220-m based on the first RU 220-1 is indicated by θm,1; see also: PNG media_image1.png 200 400 media_image1.png Greyscale in [0123]), with a reference radio unit (Fig 6, DDC/ADC; Examiner’s Note: Shim’s evaluation system comprises a plurality of components From Fig 6, DUC/DAC, Tx/Rx Switch, Loop-back 625 to DDC/ADC, that process waveforms and signals along a loop) coupled to the radio unit (Fig 6, RU 220). Shim does not elaborate about time error data. However, Vaez-Ghaemi discloses: determining time error data (see: [0056] …. may be able to measure/analyze the timing parameters as detailed in Sect. 11.2.5 (“Synchronization accuracy”) of the O-RAN FH C/U/S-Plane standard, including the various types of Time Error (TE)) based on the received waveform data relative to the reference waveform data (Fig 2B; see: [0047] …. Most timing parameters may be identified with reference to these reference points, ……. For example, the DL delay may be T12, the UL delay may be T34, with further qualifications such as, e.g., T12_min and T12_max indicating the minimum and maximum DL delays). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to integrate Shim’s method for synchronization based on reference signals with Vaez-Ghaemi’s method for radio unit synchronization with the motivation being to enable multiple cellular network/communication (Vaez-Ghaemi, [0003]). Regarding Claim 2, Shim discloses: wherein the taking of the action to synchronize (see: [0140] The reference signals for the phase alignment may be used to compensate phase distortion over time) the radio unit (Fig 7A, RU1 220-1) comprises communicating (Fig 7A, 710-1 and 720-1) the time error data (see: the phase alignment in [0140]) to a distributed unit (Fig 7A, DU 210) to be forwarded (Fig 7A, 710-1) to the radio unit (Fig 7A, RU1 220-1). Regarding Claim 3, Shim discloses: wherein the action is a first action (Fig 9, Generate Reference Signal 933), and wherein the operations further comprise determining frequency error data (see: [0108] …. the channel requiring a time or frequency offset or different from the nominal SCS value(s)) based on the received radio signal waveform data (Fig 9B, 933; [0179] … the RU 220 may generate the reference signal based on at least one parameter of the C-plane message) relative to the reference waveform data (Fig 9B, Reference Signal, 931), and taking second action (see: [0043] …. The S-Plane periodically sends timing and synchronization messages using the Precision Timing Protocol (PTP) to synchronize the O-RU 140) to correct a frequency of the radio unit (Fig 6, RU 220) based on the frequency error data (see: [0122] ….. When the phase difference with the mth RU 220-m based on the first RU 220-1 is indicated by θm,1; see also: PNG media_image1.png 200 400 media_image1.png Greyscale in [0123]). Regarding Claim 6, Shim discloses: wherein the action is a first action (Fig 9, Generate Reference Signal 933), and wherein the operations further comprise obtaining quality information (see: [0065] …. higher-level processing in software of data…. qualities (such as, e.g., Quality of Service (QOS) and/or Quality of Experience (QoE)), etc., which are being continuously and actively updated) associated with the received radio signal waveform data (Fig 9B, 933; [0179] … the RU 220 may generate the reference signal based on at least one parameter of the C-plane message), and taking second action (see: [0043] …. The S-Plane periodically sends timing and synchronization messages using the Precision Timing Protocol (PTP) to synchronize the O-RU 140) to return (Fig 7A, 720-1) quality indication data, corresponding to the quality information (see: [0065] …. higher-level processing in software of data…. qualities (such as, e.g., Quality of Service (QOS) and/or Quality of Experience (QoE)), etc., which are being continuously and actively updated), to a distributed unit (Fig 7A, DU 210). Regarding Claim 7, Shim discloses: wherein the system comprises a reference receiver component (Fig 3B, RF Transceiver), and wherein the operations further comprise obtaining the received radio signal waveform data (Fig 9B, 933; [0179] … the RU 220 may generate the reference signal based on at least one parameter of the C-plane message) via the reference receiver component (Fig 3B, RF Transceiver). Regarding Claim 8, Shim discloses: wherein the reference receiver component (Fig 3B, RF Transceiver) comprises the reference radio unit (Fig 6, DDC/ADC; Examiner’s Note: Shim’s evaluation system comprises a plurality of components From Fig 6, DUC/DAC, Tx/Rx Switch, Loop-back 625 to DDC/ADC, that process waveforms and signals along a loop) to which the radio unit is synchronized (see: [0125] …. performing the phase alignment) the radio unit (Fig 6, RU 220). Regarding Claim 9, Shim does not disclose this claim. However, Vaez-Ghaemi discloses: wherein the determining of the time error data (see: [0056] …. may be able to measure/analyze the timing parameters as detailed in Sect. 11.2.5 (“Synchronization accuracy”) of the O-RAN FH C/U/S-Plane standard, including the various types of Time Error (TE)) comprises compensating for radio unit propagation time data (see: [0095] The packets, which are to re-enter the O-RAN FH link 130, may be sent to Fixed Delays 350, which may compensate for the delay introduced by the individual packets going through the various data paths and circuitry of the O-RAN FHA HW 300) based on predefined distance data representative of a distance (see: [0095] …. which may compensate for the delay introduced by the individual packets going through the various data paths and circuitry of the O-RAN FHA HW 300) between the radio unit (Fig 3, o-RU 140) and the reference receiver component (Fig 3, Input 305). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to integrate Shim’s method for synchronization based on reference signals with Vaez-Ghaemi’s method for radio unit synchronization with the motivation being to enable multiple cellular network/communication (Vaez-Ghaemi, [0003]). Regarding Claim 12, Shim discloses: A method (see Figs 9A-9C), comprising: Obtaining (Fig 9B, 931), by a radio unit (Fig 9B, RU 220) comprising a processor (Fig 3B, Processor 380), reference waveform data (Fig 9B, Reference Signal, 931) from a distributed unit (Fig 9B, DU 210) coupled to the radio unit (Fig 9B, RU 220); Transmitting (Fig 6, Tx/Rx Switch #0 to #nTx-1; see: [0128] … The RU 220 may transmit the reference signals received from the DU 210 through transmitter #i), by the radio unit (Fig 9B, RU 220), radio signal data (Fig 9B, 933; [0179] … the RU 220 may generate the reference signal based on at least one parameter of the C-plane message) based on the reference waveform data (Fig 9B, Reference Signal, 931) to a receiving evaluation system (Fig 6, From DUC/DAC, Tx/Rx Switch, Loop-back 625 to DDC/ADC; Examiner’s Note: Shim’s evaluation system comprises a plurality of components that process waveforms and signals along a loop), comprising a reference radio unit (Fig 6, DDC/ADC), that obtains sample waveform data corresponding to the radio signal data (Fig 9B, 933; [0179] … the RU 220 may generate the reference signal based on at least one parameter of the C-plane message) as received by the receiving evaluation system (Fig 6, From DUC/DAC, Tx/Rx Switch, Loop-back 625 to DDC/ADC), and evaluates the received waveform data (Fig 6, loop-back 625; see: [0129] …The RU 220 may loop back the transmitted reference signals through the feedback path 625) relative to the reference waveform data (Fig 9B, Reference Signal, 931) to determine error correction data (see: [0122] ….. When the phase difference with the mth RU 220-m based on the first RU 220-1 is indicated by θm,1; see also: PNG media_image1.png 200 400 media_image1.png Greyscale in [0123]); and synchronizing (see: [0125] …. performing the phase alignment) the radio unit (Fig 6, RU 220) with the reference radio unit (Fig 6, DDC/ADC) based on the error correction data (see: [0122] ….. When the phase difference with the mth RU 220-m based on the first RU 220-1 is indicated by θm,1; see also: PNG media_image1.png 200 400 media_image1.png Greyscale in [0123]). Shim discloses “alignment” but does not elaborate about synchronization. However, Vaez-Ghaemi discloses: synchronizing (Fig 2B; see: [0043] …. The S-Plane periodically sends timing and synchronization messages using the Precision Timing Protocol (PTP) to synchronize the O-RU 140 to the rest of the network) the radio unit with the reference radio unit based on the error correction data (see: [0056] …. may be able to measure/analyze the timing parameters as detailed in Sect. 11.2.5 (“Synchronization accuracy”) of the O-RAN FH C/U/S-Plane standard, including the various types of Time Error (TE). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to integrate Shim’s method for synchronization based on reference signals with Vaez-Ghaemi’s method for radio unit synchronization with the motivation being to enable multiple cellular network/communication (Vaez-Ghaemi, [0003]). Regarding Claim 13, Shim discloses: wherein the synchronizing (see: [0125] …. performing the phase alignment) of the radio unit (Fig 10A, RU 220) with the reference radio unit (Fig 6, DDC/ADC) comprises obtaining (Fig 10A, Steps 1001 and 1003) the error correction data (Fig 10A, Steps 1001 and 1003, Phase Alignment Information) by the radio unit (Fig 10A, RU 220) from the distributed unit (Fig 10A, DU 210). Regarding Claim 14, Shim discloses: wherein the obtaining (Fig 10A, Steps 1001 and 1003) of the error correction data (Fig 10A, Steps 1001 and 1003, Phase Alignment Information) comprises receiving a message from the distributed unit (Fig 10A, DU 210). Regarding Claim 17, Shim discloses: further comprising obtaining (Fig 9B, Step 939), by the distributed unit (Fig 9B, DU 210), signal quality information (see: [0065] …. higher-level processing in software of data…. qualities (such as, e.g., Quality of Service (QOS) and/or Quality of Experience (QoE)), etc., which are being continuously and actively updated) based on the transmitting of the radio signal data (Fig 9B, 933; [0179] … the RU 220 may generate the reference signal based on at least one parameter of the C-plane message), and adjusting (Fig 6, Phase Alignment Unit), by the distributed unit (Fig 6, DU 210), subsequent transmissions, subsequent to the transmitting of the radio signal data (Fig 6, Signal from DDC/ADC to Phase Alignment Unit 635), based on the radio unit signal quality information (see: [0065] …. higher-level processing in software of data…. qualities (such as, e.g., Quality of Service (QOS) and/or Quality of Experience (QoE)), etc., which are being continuously and actively updated). Regarding Claim 18, the claim discloses similar features as of Claim 12, and is rejected accordingly. Regarding Claim 20, the claim discloses similar features as of Claim 6, and is rejected accordingly. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to Jung-Jen Liu whose telephone number is 571-270-7643. The examiner can normally be reached on Monday to Friday, 9:00 AM to 5:00 PM. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Kwang B. Yao can be reached on 5712723182. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of an application may be obtained from the Patent Application Information Retrieval (PAIR) system. Status information for published applications may be obtained from either Private PAIR or Public PAIR. Status information for unpublished applications is available through Private PAIR only. For more information about the PAIR system, see http://pair-direct.uspto.gov. Should you have questions on access to the Private PAIR system, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative or access to the automated information system, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /JUNG LIU/Primary Examiner, Art Unit 2473
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Prosecution Timeline

Oct 13, 2023
Application Filed
Dec 31, 2025
Non-Final Rejection — §103
Apr 10, 2026
Applicant Interview (Telephonic)
Apr 10, 2026
Examiner Interview Summary

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
89%
Grant Probability
94%
With Interview (+4.7%)
2y 7m
Median Time to Grant
Low
PTA Risk
Based on 1198 resolved cases by this examiner. Grant probability derived from career allow rate.

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