Office Action Predictor
Application No. 18/520,820

METHOD AND APPARATUS FOR OPTIMIZING COMMUNICATION OF MOBILE BASE STATION

Non-Final OA §101
Filed
Nov 28, 2023
Examiner
RUTNAM, SAMUEL DILAN
Art Unit
2471
Tech Center
2400 — Computer Networks
Assignee
Pusan National University Industry-University Cooperation Foundation
OA Round
1 (Non-Final)
90%
Grant Probability
Favorable
1-2
OA Rounds
3y 2m
To Grant
99%
With Interview

Examiner Intelligence

90%
Career Allow Rate
37 granted / 41 resolved
Without
With
+12.1%
Interview Lift
avg trend
3y 2m
Avg Prosecution
50 pending
91
Total Applications
career history

Statute-Specific Performance

§101
2.3%
-37.7% vs TC avg
§103
62.3%
+22.3% vs TC avg
§102
34.0%
-6.0% vs TC avg
§112
0.9%
-39.1% vs TC avg
Black line = Tech Center average estimate • Based on career data

Office Action

§101
DETAILED ACTION The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Claim Rejections - 35 USC § 101 35 U.S.C. 101 reads as follows: Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title. Claims 1-5, and 7-11 are rejected under 35 U.S.C. 101 because the claimed invention is directed to an abstract idea without significantly more. Regarding Claim 1: Step 1: Yes. The claim is directed towards a statutory category. Step 2A – Prong 1 Judicial Exception Recited? Yes. The claim recites calculating a parameter, generating a model using the parameter, and obtaining a result from running the model. The first step of the method from claim 1 recites calculating the first parameter through the mathematical equation defined as “a product of squared probabilistic path loss between a first mobile base station and a ground user and transmission power”. The second step in the method from claim 1 recites “generating a Quadratic Unconstrained Binary Optimization (QUBO) model comprising a first model parameter”. Whereby the QUBO model may be expressed as a mathematical calculation for an optimization problem (specification paragraph 0055,0058). Thus the claim recites a mathematical formula or equation as well as a mathematical calculation, which fall within the mathematical concepts grouping of abstract ideas. Step 2A – Prong 2: Integrated into a Practical Application? No. The claim recites the additional element of “obtaining a plurality of result values indicating whether each combination of the mobile base stations, channels, and power levels, which is output as a result of annealing the QUBO model comprising the first model parameter to a ground state in the quantum computer, is optimal or not”. A plurality of results from the QUBO model are obtained, but the results are not used in a meaningful manner to impact the performance usage of the communication network. Accordingly, this element does not integrate the abstract idea into a practical application because they do not impose any meaningful limits on practicing the abstract idea. The claim is directed to the abstract idea. Step 2B: Claim provides an Inventive Concept? No. Under the 2019 PEG, a conclusion that an additional element is insignificant extra-solution activity in Step 2A should be re-evaluated in Step 2B. Here, the obtaining the plurality of results was considered to be extra-solution activity in Step 2A, and thus it is re-evaluated in Step 2B to determine if it is more than what is well-understood, routine, conventional activity in the field. The obtaining of the plurality of results as indicated by Versata Dev Group Inc. v. SAP Am. Inc. in OIP Techs. court decisions cited in MPEP 2106.05(d)(II) indicate that storing and retrieving information in memory is a well-understood, routine, and conventional function when it is claimed in a merely generic manner (as it is here). Accordingly, a conclusion that the obtaining results step is a well-understood, routine, and conventional activity is supported under Berkheimer Option 2. Regarding Claims 2-5 and 7-11: Claims 2-5 and 7-11 follow the analysis of claim 1. Allowable Subject Matter Claims 6 and 12 are objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to Samuel Dilan Rutnam whose telephone number is 703-756-1374. The examiner can normally be reached between 8:30am-5:00pm Mon-Fri. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Sujoy Kundu can be reached on 571-272-8586. 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). /Samuel Dilan Rutnam/ Patent Examiner, Art Unit 2471 /MOHAMMAD S ADHAMI/Primary Examiner, Art Unit 2471
Read full office action

Prosecution Timeline

Nov 28, 2023
Application Filed
Jan 08, 2026
Non-Final Rejection — §101
Mar 25, 2026
Response Filed

Precedent Cases

Applications granted by this same examiner with similar technology. Study what changed to get past this examiner.

Patent 12592788
WAKE-UP RADIO HAVING SINGLE BIT CORRELATORS
2y 5m to grant Granted Mar 31, 2026
Patent 12581495
MODE 1 SIDELINK RESOURCE ALLOCATION UNDER NETWORK ENERGY SAVING
2y 5m to grant Granted Mar 17, 2026
Patent 12574149
FRER SUPPORT OF WIRELESS COMMUNICATION SYSTEM OPERABLE AS TSN BRIDGE
2y 5m to grant Granted Mar 10, 2026
Patent 12512886
BEAMFORMING AND INTERFERENCE MITIGATION TECHNIQUES FOR MASSIVE MIMO UPLINK AND DOWNLINK IN O-RAN 7-2 COMPATIBLE BASE STATIONS
2y 5m to grant Granted Dec 30, 2025
Patent 12477431
FAST MASTER CELL GROUP (MCG) FAILURE RECOVERY
2y 5m to grant Granted Nov 18, 2025

AI Strategy Recommendation

Click below to generate an AI-powered prosecution strategy using examiner precedents, rejection analysis, and claim mapping.
Powered by AI — typically takes 5-10 seconds

Prosecution Projections

1-2
Expected OA Rounds
90%
Grant Probability
99%
With Interview (+12.1%)
3y 2m
Median Time to Grant
Low
PTA Risk
Based on 41 resolved cases by this examiner