USPTO Examiner REFAI RAMSEY - Art Unit 3661

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
17251665METHOD, APPARATUS AND STORAGE MEDIUM FOR AUTONOMOUS OPERATION OF UNMANNED LOGISTICS VEHICLEDecember 2020September 2023Abandon3310NoNo
17107395Method and System for Controlling and Diagnosing a Climate Control SystemNovember 2020March 2023Allow2810NoNo
17056136CONTROL SYSTEM AND CONTROL METHOD FOR CONTROLLING WORK MACHINE IN ACCORDANCE WITH IMAGE DATANovember 2020July 2024Allow4430NoNo
17081554Systems and Methods for Transferring Routes Between Material Handling VehiclesOctober 2020April 2022Allow1800NoNo
17078543SYSTEMS AND METHODS FOR CAMERA-LIDAR FUSED OBJECT DETECTION WITH LIDAR-TO-IMAGE DETECTION MATCHINGOctober 2020October 2023Allow3510NoNo
17073646DRIVING CONSCIOUSNESS ESTIMATION DEVICEOctober 2020February 2023Allow2801NoNo
17047850ELECTROMECHANICAL OR ELECTROMAGNETIC WHEEL BRAKE CYLINDER AND PRODUCTION METHOD FOR THE SAME, BRAKE SYSTEM FOR A VEHICLE, AND METHOD FOR AUTONOMOUS BRAKING OF A VEHICLEOctober 2020September 2023Allow3500NoNo
17066394AIR TRANSPORTATION SYSTEMS AND METHODSOctober 2020August 2022Allow2200NoNo
17061010APPARATUS AND METHOD FOR THE AUTONOMOUS TRANSPORTATION OF GOODS AND/OR PEOPLEOctober 2020November 2023Abandon3801NoNo
17044613CONTROL METHOD AND APPARATUS FOR CONTROLLING OPERATION OF AN ACCESS CONTROL DEVICE FOR A VEHICLEOctober 2020January 2024Allow4010NoNo
17036024METHOD AND DEVICE FOR NAVIGATING IN DYNAMIC ENVIRONMENTSeptember 2020March 2023Allow2910YesNo
17025506SYSTEM AND METHOD FOR A WIRELESS MOBILE DEVICE INTERFACE INTEGRATED WITH A RESTAURANT POINT OF SALE SYSTEM AND WITH A CLOUD-ACCESSIBLE DATA CENTER FOR QUERYING A DATABASE OF CUSTOMER INFORMATIONSeptember 2020November 2023Allow3820NoNo
17011996MAPPING OF INTELLIGENT TRANSPORT SYSTEMS TO REMOTE SUPPORT AGENTSSeptember 2020January 2023Allow2910NoNo
17006445Providing Payment Account Information Associated with a Digital Wallet Account to a User at a Merchant Point of Sale DeviceAugust 2020February 2023Allow2910NoNo
17001377SITE LOCAL SERVERS FOR VEHICLE MANAGEMENTAugust 2020August 2022Allow2400NoNo
16987297AUTONOMOUS VEHICLE LOW BATTERY MANAGEMENTAugust 2020January 2023Allow3020YesNo
16918036ANOMALY DETECTION ELECTRONIC CONTROL UNIT, IN-VEHICLE NETWORK SYSTEM, AND ANOMALY DETECTION METHODJuly 2020April 2022Allow2200NoNo
16910554System and Methods for Controlling State Transitions Using a Vehicle ControllerJune 2020July 2022Allow2500NoNo
16896114IMAGING DEVICE, METHOD FOR CONTROLLING IMAGING DEVICE, AND SYSTEM INCLUDING IMAGING DEVICEJune 2020January 2023Abandon3110NoNo
16889334VEHICLE OPERATION WITH INTERCHANGEABLE DRIVE MODULESJune 2020March 2022Allow2100NoNo
16883253STABILIZED REAL TIME TRAJECTORY OPTIMIZATION FOR HYBRID ENERGY MANAGEMENT UTILIZING CONNECTED INFORMATION TECHNOLOGIESMay 2020October 2021Allow1600NoNo
16882161WEIGHT BASED ITEM MOVEMENT MONITORINGMay 2020October 2021Allow1700NoNo
16879442EARLY WARNING AND COLLISION AVOIDANCEMay 2020November 2021Allow1800NoNo
16878532INPUT SIGNAL MANAGEMENT FOR VEHICLE PARK-ASSISTMay 2020August 2020Allow300NoNo
16872447METHODS AND SYSTEMS FOR CONTROLLING OPERATION OF AIRCRAFT ENGINESMay 2020September 2020Allow400NoNo
16870083TRAJECTORY CLASSIFICATIONMay 2020October 2022Allow2910NoNo
16760088VEHICLE HAVING A WHEEL-SELECTIVE DRIVE TORQUE ASSEMBLY AND ARTICULATED JOINT, AND METHOD FOR CONTROLLING THE VEHICLEApril 2020August 2023Abandon4011NoNo
16850945METHOD OF ASSISTING WITH THE DRIVING OF VEHICLES CARRIED OUT BY ASSOCIATED SYSTEM INCLUDING SENSORS INSTALLED ALONG SECTIONS OF ROADApril 2020September 2022Allow2910NoNo
16844004AUTONOMOUS MOVING BODY FOR MOVING BETWEEN FLOORS USING AN ELEVATOR,CONTROL PROGRAM OF AUTONOMOUS MOVING BODY, METHOD OF CONTROLLING AUTONOMOUS MOVING BODY, AND SYSTEM SERVER FOR CONTROLLING AUTONOMOUS MOVING BODY FROM REMOTE PLACEApril 2020June 2022Allow2610NoNo
16841804TRAVEL MODEL GENERATION SYSTEM, VEHICLE IN TRAVEL MODEL GENERATION SYSTEM, AND PROCESSING METHODApril 2020April 2023Abandon3610NoNo
16834974SYSTEMS AND METHODS FOR SENSOR CALIBRATIONMarch 2020May 2022Allow2510NoNo
16651139ENVIRONMENTAL INFORMATION UPDATE APPARATUS, ENVIRONMENTAL INFORMATION UPDATE METHOD, AND PROGRAM FOR UPDATING INFORMATION REGARDING AN OBSTACLE IN A SPACEMarch 2020February 2023Allow3510NoNo
16829122HYBRID VEHICLE AND METHOD OF CONTROLLING THE SAMEMarch 2020August 2021Allow1600NoNo
16823253SAFETY INTEGRATED SHARED VEHICLE SYSTEM AND METHODSMarch 2020April 2023Abandon3730NoNo
16819076GENERATING TRAINING DATA USING SIMULATED ENVIRONMENTS AND TRAINING MACHINE LEARNING MODELS FOR VEHICLE GUIDANCEMarch 2020February 2023Allow3510NoNo
16645853METHOD AND DEVICE FOR OPERATING AN AUTOMATED VEHICLE BASED ON A VALIDITY OF A PLANNING MAPMarch 2020December 2021Allow2110NoNo
16812162ARTIFICIAL INTELLIGENCE MOVING AGENTMarch 2020March 2022Allow2400NoNo
16643897INTEGRATED URBAN MOBILITY SYSTEMMarch 2020August 2021Allow1700NoNo
16806378DRIVER OFFSET REQUEST FOR AUTOMATED LANE FOLLOWINGMarch 2020October 2023Allow4422YesNo
16780451SYSTEMS AND METHODS FOR GENERATING USER OFFERINGS RESPONSIVE TO TELEMATICS DATAFebruary 2020August 2023Allow4230NoNo
16780191POWER MODING FOR REDUCTION OF VEHICLE POWER CONSUMPTIONFebruary 2020November 2022Allow3410YesNo
16778609METHOD AND APPARATUS FOR CONTROLLING SLEEP MAINTENANCE MOTIONJanuary 2020January 2022Allow2400NoNo
16635789METHOD AND SYSTEM FOR DETERMINING THE INTENTION OF A USER OF A VEHICLE TO BRAKE OR ACCELERATEJanuary 2020November 2022Allow3410NoNo
15929209INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM FOR SERVING FOOD AND DRINK AT APPROPRIATE TIMESJanuary 2020February 2022Allow2420NoNo
16748730SYSTEM, METHOD AND ASSOCIATED APPARATUS FOR AUTONOMOUS VEHICLE TRANSPORTATIONJanuary 2020February 2022Allow2500NoNo
16747898TIRE FORCE ESTIMATION SYSTEM AND TIRE FORCE ESTIMATION METHODJanuary 2020March 2024Allow5050YesNo
16738453SYSTEM AND METHOD FOR LEARNING DRIVER PREFERENCE AND ADAPTING LANE CENTERING CONTROLS TO DRIVER BEHAVIORJanuary 2020April 2022Allow2820YesNo
16725506VEHICLE INCLUDING INFORMATION PRESENTATION APPARATUS FOR PRESENTING INFORMATION TO DRIVERDecember 2019January 2022Allow2520NoNo
16723175SITE LOCAL SERVERS FOR VEHICLE MANAGEMENTDecember 2019May 2020Allow510YesNo
16721435SYSTEM AND METHOD FOR UPDATING VEHICLE OPERATION BASED ON REMOTE INTERVENTIONDecember 2019September 2022Allow3320YesNo
16719609PREDICTING YIELDING LIKELIHOOD FOR AN AGENTDecember 2019October 2022Allow3410YesNo
16719165VEHICLE CONTROL AND TRIP PLANNING SYSTEMDecember 2019March 2023Allow3920NoNo
16717364MOBILE OBJECT SYSTEM THAT PROVIDES A COMMODITY OR SERVICEDecember 2019July 2022Allow3130NoNo
16622300GENERATING POINT OF INTEREST COPY BASED ON NEURAL NETWORK MODELDecember 2019April 2022Allow2910NoNo
16712429METHOD FOR DETERMINING RIDE STABILITY OF AN AUTONOMOUS DRIVING SYSTEM CONTROLLING AN AUTONOMOUS DRIVING VEHICLEDecember 2019December 2021Allow2410NoNo
16710590METHODS AND SYSTEMS FOR SELECTING MACHINE LEARNING MODELS TO PREDICT DISTRIBUTED COMPUTING RESOURCESDecember 2019October 2022Allow3410YesNo
16708824Asset Tracking SystemDecember 2019July 2022Abandon3110NoNo
16708727INFORMATION PROCESSING DEVICE TO GENERATE A NAVIGATION COMMAND FOR A VEHICLEDecember 2019June 2022Allow3110YesNo
16709633FORMALLY SAFE SYMBOLIC REINFORCEMENT LEARNING ON VISUAL INPUTSDecember 2019August 2022Allow3210NoNo
16707813NAVIGATION AIDS FOR UNMANNED AERIAL SYSTEMS IN A GPS-DENIED ENVIRONMENTDecember 2019April 2021Allow1610NoNo
16707408Scenic Route-Based Navigation DirectionsDecember 2019June 2022Allow3010YesNo
16701247INFORMATION PROCESSOR, VEHICLE MANAGEMENT SYSTEM, AND INFORMATION PROCESSING METHODDecember 2019July 2022Abandon3120YesNo
16701058METHOD FOR RECOMMENDING LOCATION OF CHARGING STATION AND MOVING ROBOT PERFORMING THE SAMEDecember 2019August 2021Allow2000NoNo
16699015SYSTEMS AND METHODS FOR SELF-DRIVING VEHICLE COLLISION PREVENTIONNovember 2019March 2022Allow2710NoNo
16617321Data Fusion SystemNovember 2019May 2022Allow3000NoNo
16614210APPARATUS AND METHOD FOR WAREHOUSE ZONINGNovember 2019November 2021Allow2410NoNo
16679512COORDINATION OF MINING AND CONSTRUCTION VEHICLES VIA SCRIPTING CONTROLNovember 2019February 2022Allow2710NoNo
16659040DYNAMIC MODEL WITH LEARNING BASED LOCALIZATION CORRECTION SYSTEMOctober 2019October 2021Allow2400NoNo
16604576Method for Controlling Motion of Robot Based on Map PredictionOctober 2019August 2021Allow2200NoNo
16604096SYSTEM AND METHOD TO CONTROL A TARGET OBJECT BASED ON A TRAVELING STATE OF A PERIPHERAL OBJECTOctober 2019February 2022Allow2910NoNo
16595126MERGING EVENTS IN INTERACTIVE DATA PROCESSING SYSTEMSOctober 2019February 2021Allow1610YesNo
16588757DRONE AUTHENTICATION SYSTEMSeptember 2019February 2021Allow1710YesNo
16578775INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY STORAGE MEDIUM FOR GENERATING A GUIDANCE ROUTE BASED ON A LIST OF GOODSSeptember 2019December 2022Abandon3920NoNo
16576091AIR TRANSPORTATION SYSTEMS AND METHODSSeptember 2019August 2020Allow1110YesNo
16565858METHOD OF AND SERVER FOR PRESENTING POINTS OF INTEREST TO USER ON MAPSeptember 2019June 2022Allow3310NoNo
16557389CENTRAL CONTROL METHOD AND SYSTEMAugust 2019June 2022Allow3410NoNo
16554966METHOD OF VEHICLE LOCALIZATION USING PASSIVE ROADWAY DETECTION DURING A MINIMUM RISK MANEUVERAugust 2019July 2022Abandon3420NoNo
16489316METHOD OF REDEFINING POSITION OF ROBOT USING ARTIFICIAL INTELLIGENCE AND ROBOT OF IMPLEMENTING THEREOFAugust 2019January 2022Allow2910NoNo
16547859METHOD AND APPARATUS WITH EGO MOTION INFORMATION ESTIMATIONAugust 2019January 2022Allow2910YesNo
16538476SYSTEMS AND METHODS FOR TRANSFERRING A GIFT USING AN INFORMATION STORAGE AND COMMUNICATION SYSTEMAugust 2019October 2020Allow1400NoNo
16535270ENHANCED TRANSPORTATION ROUTING FOR COMMUNICATION WITH DEVICES OF VEHICLES AND PASSENGERSAugust 2019February 2022Allow3020NoNo
16522783SYSTEMS AND METHODS FOR MANIFOLDS LEARNING OF AIRLINE NETWORK DATAJuly 2019October 2022Allow3910NoNo
16521330Driver Behavior Based Propulsion Control Strategy Using Artificial IntelligenceJuly 2019December 2021Allow2920NoNo
16459020METHODS AND SYSTEMS OF POLLING WITH LINKED POST-VOTE ACTIONSJuly 2019March 2021Abandon2010NoNo
16442908INFORMATION PROCESSING METHOD AND INFORMATION PROCESSING DEVICEJune 2019June 2022Allow3610NoNo
16440009AIR CONDITIONER CUT CONTROL SYSTEM AND METHOD THEREOFJune 2019July 2022Allow3710NoNo
16439243METHOD FOR PREDICTING TRAVEL TIME USING SPATIO-TEMPORAL MODEL AND APPARATUS THEREOFJune 2019May 2022Allow3510NoNo
16439698GLOBAL PLANE IDENTIFICATION NUMBER GENERATION AND APPLICATIONSJune 2019April 2022Allow3510NoNo
16429348DRIVING FORCE CONTROL DEVICEJune 2019September 2021Allow2820YesNo
16424960METHOD AND SYSTEM FOR CONTROLLING AN AUTONOMOUS VEHICLE IN RESPONSE TO A FAULT CONDITIONMay 2019November 2021Allow3010NoNo
16463817ITEM TRANSPORT SYSTEM AND METHOD COMBINING STORAGE WITH PICKINGMay 2019April 2022Allow3510NoNo
16463556INFORMATION PROVISION SYSTEM FOR ROUTE PROPOSITION BASED ON EMOTION INFORMATIONMay 2019December 2021Allow3110NoNo
16463021SYSTEMS AND APPARATUSES FOR IMPROVING LAW ENFORCEMENT INTERACTIONS WITH THE PUBLICMay 2019December 2021Allow3111NoNo
16461311SYSTEM AND METHOD FOR ROUTING AND REORGANIZATION OF A VEHICLE PLATOON IN A SMART CITYMay 2019November 2021Allow3110NoNo
16401933OPERATING MODES USING A BRAKING SYSTEM FOR AN ALL TERRAIN VEHICLEMay 2019October 2021Allow2901NoNo
16400874SYSTEMS AND METHODS FOR USING RISK PROFILES BASED ON PREVIOUSLY DETECTED VEHICLE EVENTS TO QUANTIFY PERFORMANCE OF VEHICLE OPERATORSMay 2019November 2022Allow4250NoNo
16399272ENHANCED USABILITY AND FUNCTIONALITY OF VEHICLE ONBOARD HARDWARE AND SOFTWAREApril 2019August 2022Abandon4011NoNo
16395827REGENERATIVE BRAKING CONTROL METHOD OF HYBRID VEHICLEApril 2019March 2021Allow2300NoNo
16394058SENSOR MOUNTING HEIGHT ESTIMATION USING LOAD SENSORSApril 2019April 2021Allow2300NoNo
16394044STABILIZATION GRID FOR SENSORS MOUNTED ON INFRASTRUCTUREApril 2019December 2021Allow3110NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner REFAI, RAMSEY.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
13
Examiner Affirmed
10
(76.9%)
Examiner Reversed
3
(23.1%)
Reversal Percentile
37.1%
Lower than average

What This Means

With a 23.1% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
20
Allowed After Appeal Filing
5
(25.0%)
Not Allowed After Appeal Filing
15
(75.0%)
Filing Benefit Percentile
37.2%
Lower 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, 25.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.

Strategic Recommendations

Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner REFAI, RAMSEY - Prosecution Strategy Guide

Executive Summary

Examiner REFAI, RAMSEY works in Art Unit 3661 and has examined 197 patent applications in our dataset. With an allowance rate of 79.2%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 31 months.

Allowance Patterns

Examiner REFAI, RAMSEY's allowance rate of 79.2% places them in the 50% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by REFAI, RAMSEY receive 1.66 office actions before reaching final disposition. This places the examiner in the 31% 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 REFAI, RAMSEY is 31 months. This places the examiner in the 57% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a -4.5% benefit to allowance rate for applications examined by REFAI, RAMSEY. This interview benefit is in the 7% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 20.0% of applications are subsequently allowed. This success rate is in the 24% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 12.5% of cases where such amendments are filed. This entry rate is in the 14% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 18% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 38.1% of appeals filed. This is in the 7% percentile among all examiners. Of these withdrawals, 12.5% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner rarely withdraws rejections during the appeal process compared to other examiners. If you file an appeal, be prepared to fully prosecute it to a PTAB decision. Per MPEP § 1207, the examiner will prepare an Examiner's Answer maintaining the rejections.

Petition Practice

When applicants file petitions regarding this examiner's actions, 64.3% are granted (fully or in part). This grant rate is in the 68% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 35% percentile). This examiner makes examiner's amendments less often than average. You may need to make most claim amendments yourself.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 41% 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:

  • Plan for RCE after final rejection: This examiner rarely enters after-final amendments. Budget for an RCE in your prosecution strategy if you receive a final rejection.

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.