USPTO Examiner AKINYEMI AJIBOLA A - Art Unit 2649

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19198039CHIP-SCALE CONTROL OF RECONFIGURABLE RADIO FREQUENCY FILTERSMay 2025July 2025Allow200NoNo
19039257DIRECTION OF ARRIVAL ESTIMATION METHOD AND DEVICE BASED ON STEERING VECTOR MATRIX RECONSTRUCTIONJanuary 2025May 2025Allow400NoNo
18875562COMMUNICATION DEVICEDecember 2024June 2025Allow610NoNo
18825578MIMO Transceiver Array for Multi-Band Millimeter-Wave 5G CommunicationSeptember 2024November 2024Allow200NoNo
18744375WEARABLE ARTICLE WITH MULTI-FREQUENCY WIRELESS COMMUNICATIONJune 2024July 2025Allow1320NoNo
18675663Wireless deviceMay 2024March 2025Allow1010NoNo
18649847Do Not Disturb Feature for Audio NotificationsApril 2024June 2025Allow1310NoNo
18647004IMAGE PROCESSING APPARATUS, TRAINING APPARATUS, IMAGE PROCESSING METHOD, TRAINING METHOD, AND STORAGE MEDIUMApril 2024April 2025Allow1110NoNo
18637424RADIO FREQUENCY HIGH-SPEED SWITCHING CONTROL CIRCUIT AND DEVICEApril 2024June 2024Allow200NoNo
18626114SYSTEM, APPARATUS AND METHOD FOR PROVIDING REMOTE TUNER OPTIONS IN A VEHICLE ENTERTAINMENT SYSTEMApril 2024February 2025Allow1010NoNo
18583651METHODS AND SYSTEMS OF USING REMOTE SUBSCRIBER IDENTIFICATION MODULES AT A DEVICEFebruary 2024October 2024Allow810NoNo
18433704PREDICTING ATRIAL FIBRILLATION RECURRENCE AFTER PULMONARY VEIN ISOLATION USING SIMULATIONS OF PATIENT-SPECIFIC MAGNETIC RESONANCE IMAGING MODELS AND MACHINE LEARNINGFebruary 2024December 2024Allow1010NoNo
18434587Creating Diversity in Artificial Intelligence and Machine LearningFebruary 2024August 2024Allow700NoNo
18294877METHOD FOR PERFORMING FEDERATED LEARNING IN WIRELESS COMMUNICATION SYSTEM, AND APPARATUS THEREFORFebruary 2024March 2026Allow2500NoNo
18430059SYSTEMS AND METHODS FOR TRANSMITTING RADIO FREQUENCY SIGNALS IN MULTIPLE FREQUENCY BANDSFebruary 2024March 2026Allow2500NoNo
18405710Methods of Analyzing Microscopy Images Using Machine LearningJanuary 2024February 2025Allow1310NoNo
18398892A SYSTEM AND METHOD FOR RESOLVING CALL FAILURES IN A CELLULAR NETWORKDecember 2023January 2026Allow2400NoNo
18396022Media Sharing CommunityDecember 2023February 2025Allow1410NoNo
18531374LEVERAGING MULTIDIMENSIONAL SENSOR DATA FOR COMPUTATIONALLY EFFICIENT OBJECT DETECTION FOR AUTONOMOUS MACHINE APPLICATIONSDecember 2023October 2024Allow1120NoNo
18564273PREDICTIVE CHANNEL MODELING METHOD BASED ON GENERATIVE ADVERSARIAL NETWORK AND LONG SHORT-TERM MEMORY ARTIFICIAL NEURAL NETWORKNovember 2023December 2025Allow2500NoNo
18499378RADIO FREQUENCY MODULENovember 2023March 2026Allow2810NoNo
18488957REFERENCE TRANSISTOR CIRCUITS WITH NOISE SUPPRESSIONOctober 2023November 2025Allow2500NoNo
18378409Computer Vision Systems and Methods for Automatically Detecting, Classifying, and Pricing Objects Captured in Images or VideosOctober 2023July 2024Allow910NoNo
18484242RADIO TRANSMITTEROctober 2023February 2026Allow2810NoNo
18476493DIGITAL SIGNAL PROCESSING SYSTEM AND METHOD THEREOFSeptember 2023September 2025Allow2400NoNo
18470794RADIO FREQUENCY SIGNAL SPLITTING WITH DIFFERENTIAL FILTER AND LOW NOISE AMPLIFIERSSeptember 2023December 2025Allow2710NoNo
18550364CONFIGURABLE FILTER FOR SUBHARMONIC BLOCKERS IN MULTIBAND WIRELESS RECEIVERSSeptember 2023January 2026Allow2810NoNo
18278518METHOD AND USER EQUIPMENT FOR LOCATION MANAGEMENT IN OFF-NETWORKAugust 2023January 2026Allow2910NoNo
18236529Antenna System Architecture with Calibration Feedback Routing for Per Element Calibration with Digital BeamformerAugust 2023November 2025Allow2700NoNo
18450046Wireless deviceAugust 2023August 2024Abandon1210NoNo
18233074TEST AND/OR MEASUREMENT SYSTEMAugust 2023August 2025Allow2400NoNo
18232202MULTI-VIEW IMAGE ANALYSIS USING NEURAL NETWORKSAugust 2023August 2024Allow1210NoNo
18358946MULTIPLEXER AND METHOD FOR COMBINING RADIO FREQUENCY DATAJuly 2023August 2025Allow2500NoNo
18263112SPECIFIC ABSORPTION RATE MITIGATIONSJuly 2023August 2025Allow2400NoNo
18353510SYSTEM, DEVICE AND METHOD FOR MASTER CLOCK AND COMPOSITE IMAGEJuly 2023April 2024Allow910YesNo
18219282SYSTEMS AND METHODS FOR SIGNAL COMMUNICATION WITH SCALABLE, MODULAR NETWORK NODESJuly 2023January 2024Allow610YesNo
18346333JEWELRY FORM FACTOR WITH EMBEDDED FUNCTIONALITY AND ADORNED WITH EMBELLISHMENTSJuly 2023November 2024Allow1621YesNo
18270269INPUT IMPEDANCE MATCHING NETWORK AND RADIO FREQUENCY FRONT-END MODULEJune 2023February 2026Allow3210NoNo
18270002RADIO FREQUENCY (RF) RECEIVER SYSTEM WITH ACTIVE DECOUPLINGJune 2023July 2025Allow2500NoNo
18339159Phase-Invariant Signal AttenuatorJune 2023January 2026Allow3100NoNo
18208983Computer Vision Systems and Methods for Automatically Detecting, Classifying, and Pricing Objects Captured in Images or VideosJune 2023October 2024Allow1610NoNo
18205979NOISE REDUCTION STRUCTUREJune 2023October 2024Allow1620YesNo
18324205TECHNIQUES FOR SELECTING AN UPLINK BEAMMay 2023March 2025Allow2120YesNo
18324585ADVANCED GAIN SHAPING FOR ENVELOPE TRACKING POWER AMPLIFIERSMay 2023October 2025Allow2910NoNo
18322248DIGITAL FREQUENCY DIFFERENCE ESTIMATOR FOR SIGNALS RECEIVED FROM DIFFERENT ANTENNASMay 2023January 2025Allow2000YesNo
18321723METHOD FOR PREDICTING ENVELOPE FEATURES AND GENERATING SWITCHING CONVERTER CONTROL SIGNAL IN ENVELOPE TRACKING POWER SUPPLY, STORAGE MEDIUM, AND ELECTRONIC DEVICEMay 2023August 2025Allow2710NoNo
18320382SYSTEMS AND METHODS FOR TRAINING A MODEL TO PREDICT SURVIVAL TIME FOR A PATIENTMay 2023April 2024Allow1110NoNo
18195596WEARABLE ARTICLE WITH MULTI-FREQUENCY WIRELESS COMMUNICATIONMay 2023March 2024Allow1010NoNo
18309533INPUT MATCHING NETWORK WITH HARMONIC TRAP FOR FREQUENCY MULTIPLIERApril 2023September 2025Allow2910NoNo
18034451DETERMINING CAUSE OF MISSING RF MESSAGESApril 2023May 2025Allow2410NoNo
18304005INFORMATION TRANSMISSION METHOD, RELATED APPARATUS, AND DEVICEApril 2023August 2025Allow2810NoNo
18031649Receiver CircuitApril 2023December 2025Allow3210NoNo
18192264DYNAMIC MAGNETIC PROTOCOLMarch 2023September 2025Allow2910NoNo
18190598WATERPROOF LID WITH BLUETOOTH SPEAKER INTEGRATIONMarch 2023May 2024Allow1410NoNo
18123895SYSTEM, APPARATUS AND METHOD FOR PROVIDING REMOTE TUNER OPTIONS IN A VEHICLE ENTERTAINMENT SYSTEMMarch 2023December 2023Allow910NoNo
18026501WIRELESS COMMUNICATION SYSTEM WITH OBJECT DETECTION FUNCTION, OBJECT DETECTION METHOD AND BASE STATION DEVICEMarch 2023November 2025Allow3220NoNo
18183769SUBSAMPLING TRANSCEIVER CONFIGURATION WITH IMPROVED OUT-OF-BAND (OOB) REJECTIONMarch 2023December 2025Abandon3310NoNo
18245057MINIMIZATION OF DRIVE TEST METHOD AND APPARATUS, COMMUNICATION DEVICE AND STORAGE MEDIUMMarch 2023September 2025Allow3010NoNo
18120151ANTENNA STRUCTURE INCLUDING POWER AND SIGNAL LINESMarch 2023February 2026Allow3630NoNo
18116984RADIO-FREQUENCY CIRCUIT AND COMMUNICATION DEVICEMarch 2023November 2025Allow3220YesNo
18116052RELIGHTING SYSTEM FOR SINGLE IMAGESMarch 2023October 2023Allow810YesNo
18115288BRIDGE COMBINERS WITH RESONATORS FOR RADIO-FREQUENCY APPLICATIONSFebruary 2023August 2024Allow1820NoNo
18172377CONFIGURABLE RADIO TRANSCEIVER AND METHOD THEREOFFebruary 2023April 2025Allow2600NoNo
18171899BANDWIDTH ADAPTATION IN A TRANSMISSION CIRCUITFebruary 2023October 2025Allow3110YesNo
18169973SEMICONDUCTOR DEVICE AND IMPEDANCE-MATCHING CIRCUITRYFebruary 2023August 2025Allow3010NoNo
18109617METHODS AND SYSTEMS OF USING REMOTE SUBSCRIBER IDENTIFICATION MODULES AT A DEVICEFebruary 2023August 2023Allow620YesNo
18167115FUNCTION MODULE AND ELECTRONIC DEVICE INCLUDING THE SAMEFebruary 2023December 2025Allow3520NoNo
18107364COMBINATION WATCH AND MULTI-CAR KEYFebruary 2023March 2025Allow2520NoNo
18157937Do Not Disturb Feature for Audio NotificationsJanuary 2023December 2023Allow1110YesNo
18154511SYSTEMS AND METHODS FOR OPTIMIZED PROPAGATION OF SHARED POLICY DATAJanuary 2023February 2026Allow3710YesNo
18095458FILTER MODULE FOR MULTIPLE CARRIER AGGREGATION WITH GROUND PLANEJanuary 2023October 2025Allow3310NoNo
18087315Wireless deviceDecember 2022November 2023Abandon1110NoNo
18068871AUTOMATED ORGAN SEGMENTATION OUTPUT QUALITY ASSESSMENTDecember 2022November 2025Allow3410YesNo
18065934RADIO-FREQUENCY CIRCUIT FOR PHASED ARRAY ANTENNADecember 2022November 2025Allow3510NoNo
18080607VOLTAGE BOOSTER INCLUDING CIRCUITRY TO REDUCE OVERVOLTAGE STRESS ON DISCHARGE PROTECTION DEVICEDecember 2022January 2026Allow3710NoNo
17906556HIGH-SPEED WIRELESS DATA TRANSFER DEVICE FOR DATA MANAGEMENT DEVICESDecember 2022February 2026Allow4110NoNo
18009009FILTER TOPOLOGY FOR IMPROVED MATCHINGDecember 2022September 2025Abandon3310NoNo
18060635JUGULAR VENOUS PRESSURE (JVP) MEASUREMENTDecember 2022July 2023Allow710NoNo
17992203SYSTEMS AND METHODS FOR SIGNAL COMMUNICATION WITH SCALABLE, MODULAR NETWORK NODESNovember 2022March 2023Allow410NoNo
17985724METHODS AND SYSTEMS OF USING REMOTE SUBSCRIBER IDENTIFICATION MODULES AT A DEVICENovember 2022April 2023Allow610NoNo
17985564METHODS AND SYSTEMS OF USING REMOTE SUBSCRIBER IDENTIFICATION MODULES AT A DEVICENovember 2022July 2023Allow810NoNo
17923158DEVICE FOR CONTROLLING THE OPERATION OF A WIRELESS FDD COMMUNICATION DEVICE, AND ASSOCIATED CONTROL METHODNovember 2022May 2025Allow3110NoNo
18049841SHORT DETECTION AND PROTECTION CIRCUIT FOR ACCESS POINTOctober 2022September 2025Allow3510NoNo
17968046METHOD AND APPARATUS FOR DETERMINING OPERATIONAL ASPECTS OF NETWORK EQUIPMENT AND DEVICESOctober 2022November 2025Allow3710YesNo
18046937CHIP, SYSTEM OF NOISE ANALYSIS AND METHOD OF NOISE ANALYSISOctober 2022May 2025Allow3100NoNo
18045342Methods of Analyzing Microscopy Images Using Machine LearningOctober 2022October 2023Allow1210YesNo
17960389GROUP DELAY DETERMINATION IN A COMMUNICATION CIRCUITOctober 2022April 2025Allow3000NoNo
17933469SYSTEMS AND METHODS FOR RECONSTRUCTING CARDIAC IMAGESSeptember 2022October 2023Allow1310NoNo
17947674SYSTEMS AND METHODS TO REDUCE INTERFERENCE IN A RADIO FREQUENCY DEVICESeptember 2022August 2025Allow3410NoNo
17946683DUAL-BAND RF MIXER CHAIN USING DUAL-BAND MATCHING NETWORK AND SHARED LOCAL OSCILLATORSeptember 2022August 2025Allow3510YesNo
17941993SYSTEMS AND METHODS FOR RADIOLOGIC AND PHOTOGRAPHIC IMAGING OF PATIENTSSeptember 2022April 2023Allow710NoNo
17942026SYSTEMS AND METHODS FOR RADIOLOGIC AND PHOTOGRAPHIC IMAGING OF PATIENTSSeptember 2022August 2023Allow1210YesNo
17942052SYSTEMS AND METHODS FOR RADIOLOGIC AND PHOTOGRAPHIC IMAGING OF PATIENTSSeptember 2022April 2024Allow2030YesNo
17900068METHODS AND SYSTEMS OF USING REMOTE SUBSCRIBER IDENTIFICATION MODULES AT A DEVICEAugust 2022November 2023Allow1520NoNo
17897652INITIALIZATION OF CONFIGURABLE RECEIVER FRONT END MODULE INTO A SELECTED MODEAugust 2022October 2023Allow1300NoNo
17891648ELECTRONIC DEVICES INCLUDING COLORED GLASS-BASED COMPONENTSAugust 2022October 2025Allow3710NoNo
17800743SYSTEMS, METHODS, AND DEVICES FOR DETECTING ANATOMICAL FEATURESAugust 2022July 2025Allow3510NoNo
17889046CONTACTLESS SENSOR-DRIVE DEVICE, SYSTEM, AND METHOD ENABLING ASSESSMENT OF PULSE WAVE VELOCITYAugust 2022September 2024Allow2520NoNo
17886543REAL-TIME AND ADAPTIVE RADIO-FREQUENCY POWER PROTECTIONAugust 2022March 2023Allow710NoNo
17798452DEVICE AND METHOD FOR DETECTING THE MEDICAL STATUS OF A PERSONAugust 2022December 2024Allow2900NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner AKINYEMI, AJIBOLA A.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
13
Examiner Affirmed
8
(61.5%)
Examiner Reversed
5
(38.5%)
Reversal Percentile
60.0%
Higher than average

What This Means

With a 38.5% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
81
Allowed After Appeal Filing
29
(35.8%)
Not Allowed After Appeal Filing
52
(64.2%)
Filing Benefit Percentile
58.9%
Higher than average

Understanding Appeal Filing Strategy

Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.

In this dataset, 35.8% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.

Strategic Recommendations

Appeals to PTAB show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.

Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Examiner AKINYEMI, AJIBOLA A - Prosecution Strategy Guide

Executive Summary

Examiner AKINYEMI, AJIBOLA A works in Art Unit 2649 and has examined 694 patent applications in our dataset. With an allowance rate of 86.5%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 26 months.

Allowance Patterns

Examiner AKINYEMI, AJIBOLA A's allowance rate of 86.5% places them in the 64% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.

Office Action Patterns

On average, applications examined by AKINYEMI, AJIBOLA A receive 1.94 office actions before reaching final disposition. This places the examiner in the 48% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by AKINYEMI, AJIBOLA A is 26 months. This places the examiner in the 76% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +10.1% benefit to allowance rate for applications examined by AKINYEMI, AJIBOLA A. This interview benefit is in the 43% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 29.0% of applications are subsequently allowed. This success rate is in the 54% percentile among all examiners. Strategic Insight: RCEs show above-average effectiveness with this examiner. Consider whether your amendments or new arguments are strong enough to warrant an RCE versus filing a continuation.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 32.1% of cases where such amendments are filed. This entry rate is in the 47% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 87.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 66% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 81.9% of appeals filed. This is in the 75% percentile among all examiners. Of these withdrawals, 50.8% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.

Petition Practice

When applicants file petitions regarding this examiner's actions, 78.7% are granted (fully or in part). This grant rate is in the 83% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 21% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 27% percentile). This examiner issues Quayle actions less often than average. Allowances may come directly without a separate action for formal matters.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Appeal filing as negotiation tool: This examiner frequently reconsiders rejections during the appeal process. Filing a Notice of Appeal may prompt favorable reconsideration during the mandatory appeal conference.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

Important Disclaimer

Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.

No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.

Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.

Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.