Prosecution Insights
Last updated: July 17, 2026
Application No. 18/466,484

AI/ML ASSISTED CSI-PILOT BASED BEAM MANAGEMENT AND MEASUREMENT REDUCTION

Non-Final OA
Filed
Sep 13, 2023
Priority
Nov 02, 2022 — provisional 63/382,102
Examiner
BEDNASH, JOSEPH A
Art Unit
2461
Tech Center
2400 — Computer Networks
Assignee
Nokia Corporation
OA Round
1 (Non-Final)
50%
Grant Probability
Moderate
1-2
OA Rounds
9m
Est. Remaining
59%
With Interview

Examiner Intelligence

Grants 50% of resolved cases
50%
Career Allowance Rate
261 granted / 524 resolved
-8.2% vs TC avg
Moderate +10% lift
Without
With
+9.5%
Interview Lift
resolved cases with interview
Typical timeline
3y 7m
Avg Prosecution
22 currently pending
Career history
564
Total Applications
across all art units

Statute-Specific Performance

§101
2.2%
-37.8% vs TC avg
§103
72.1%
+32.1% vs TC avg
§102
11.3%
-28.7% vs TC avg
§112
13.6%
-26.4% vs TC avg
Black line = Tech Center average estimate • Based on career data from 524 resolved cases

Prosecution Timeline

Sep 13, 2023
Application Filed
Sep 05, 2025
Non-Final Rejection mailed
Oct 29, 2025
Interview Requested
Nov 13, 2025
Applicant Interview (Telephonic)
Nov 13, 2025
Examiner Interview Summary
Nov 24, 2025
Response Filed

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12683651
PASSIVE DEVICE INFORMATION
2y 9m to grant Granted Jul 14, 2026
Patent 12647297
WIRELESS COMMUNICATION WITH A DOMESTIC APPLIANCE
2y 8m to grant Granted Jun 02, 2026
Patent 12640868
POSITIONING REFERENCE SIGNAL SELECTION FOR POWER SAVINGS
3y 4m to grant Granted May 26, 2026
Patent 12641639
METHOD FOR PHYSICAL SIDELINK FEEDBACK CHANNEL TRANSMISSION ON SIDELINK, TERMINAL DEVICE, AND STORAGE MEDIUM
2y 10m to grant Granted May 26, 2026
Patent 12640884
Unequal Density Demodulation Reference Signal Positions
2y 7m to grant Granted May 26, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

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Prosecution Projections

1-2
Expected OA Rounds
50%
Grant Probability
59%
With Interview (+9.5%)
3y 7m (~9m remaining)
Median Time to Grant
Low
PTA Risk
Based on 524 resolved cases by this examiner. Grant probability derived from career allowance rate.

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