Last updated: July 17, 2026

Application No. 18/678,706

QUANTUM-BASED GEOSPATIAL TIME SERIES ARCHETYPAL CLUSTERING FOR RADIO RESOURCE ALLOCATION

Non-Final OA

Filed

May 30, 2024

Examiner

ANWAR, MOHAMMAD S

Art Unit

2463

Tech Center

2400 — Computer Networks

Assignee

Dell Products L.P.

OA Round

1 (Non-Final)

Interview Optional

— +7.7% interview lift. Interview already conducted in this application's prosecution history. This examiner has a 85% grant rate with +7.7% interview lift. Since an interview has already been tried, recommend written response with narrowed claims based on precedent claim evolution patterns.

Based on 1146 resolved cases, 2023–2026

Examiner Intelligence

ANWAR, MOHAMMAD S View full profile →

Grants 85% — above average

Career Allowance Rate

979 granted / 1146 resolved

+27.4% vs TC avg

Moderate +8% lift

Without

With

+7.7%

Interview Lift

resolved cases with interview

Typical timeline

2y 7m

Avg Prosecution

17 currently pending

Career history

1159

Total Applications

across all art units

Statute-Specific Performance

§101

1.6%

-38.4% vs TC avg

§103

81.1%

+41.1% vs TC avg

§102

8.5%

-31.5% vs TC avg

§112

0.6%

-39.4% vs TC avg

Black line = Tech Center average estimate • Based on career data from 1146 resolved cases

Prosecution Timeline

May 30, 2024

Application Filed

Apr 30, 2026

Non-Final Rejection mailed

Jun 29, 2026

Interview Requested

Jul 07, 2026

Applicant Interview (Telephonic)

Jul 08, 2026

Examiner Interview Summary

Precedent Cases

Applications granted by this same examiner with similar technology

18/313,879

Patent 12677159

WLAN (WIRELESS LOCAL AREA NETWORK) RELAY DEVICE

3y 2m to grant Granted Jul 07, 2026

18/447,478

Patent 12671982

Reconfigured Trigger-Frame Response

2y 10m to grant Granted Jun 30, 2026

18/288,787

Patent 12666361

METHODS TO DETERMINE A CONFIGURATION FOR A USER EQUIPMENT IN MR-DC FOR ENERGY SAVING

2y 8m to grant Granted Jun 23, 2026

18/761,869

Patent 12666460

CHANNEL ACCESS IN MULTI-LINK

1y 11m to grant Granted Jun 23, 2026

18/535,860

Patent 12659774

METHOD AND APPARATUS FOR PERFORMING FREQUENCY MEASUREMENT AND SETTING FREQUENCY MEASUREMENT FOR NON-CONNECTION MODE TERMINAL

2y 6m to grant Granted Jun 16, 2026

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

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.

Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2

Expected OA Rounds

85%

Grant Probability

93%

With Interview (+7.7%)

2y 7m (~5m remaining)

Median Time to Grant

Low

PTA Risk

Based on 1146 resolved cases by this examiner. Grant probability derived from career allowance rate.