Office Action Predictor
Last updated: April 15, 2026
Application No. 18/319,880

SOLE SENSOR SYSTEM

Non-Final OA §103§112
Filed
May 18, 2023
Examiner
QUIGLEY, KYLE ROBERT
Art Unit
2857
Tech Center
2800 — Semiconductors & Electrical Systems
Assignee
Unknown
OA Round
1 (Non-Final)
54%
Grant Probability
Moderate
1-2
OA Rounds
3y 9m
To Grant
85%
With Interview

Examiner Intelligence

Grants 54% of resolved cases
54%
Career Allow Rate
254 granted / 466 resolved
-13.5% vs TC avg
Strong +30% interview lift
Without
With
+30.5%
Interview Lift
resolved cases with interview
Typical timeline
3y 9m
Avg Prosecution
72 currently pending
Career history
538
Total Applications
across all art units

Statute-Specific Performance

§101
20.6%
-19.4% vs TC avg
§103
43.7%
+3.7% vs TC avg
§102
13.8%
-26.2% vs TC avg
§112
19.9%
-20.1% vs TC avg
Black line = Tech Center average estimate • Based on career data from 466 resolved cases

Office Action

§103 §112
DETAILED ACTION Notice of Pre-AIA or AIA Status 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 § 112 The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claims 9 and 10 are rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor (or for applications subject to pre-AIA 35 U.S.C. 112, the applicant), regards as the invention. Claims 9 and 10 recite “the sensor data is reported.” It is unclear as to which operation this phrase corresponds to. Is the reporting 1. the transmission from the sensor to the computing device or 2. the transmission from the computing device to the computer server? Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claims 1-6, 8, 9, and 12-19 is/are rejected under 35 U.S.C. 103 as being unpatentable over Reddy (US 20180169474 A1) and Ridenour et al. (US 20090204360 A1)[hereinafter “Ridenour”]. Regarding Claim 1, Reddy discloses a sole sensor system [See Fig. 8 and Paragraph [0059] – “With reference to FIG. 8, a preferred embodiment of the footwear system 100 described in the context of an exemplary computer network system illustrated.”] comprising: a computer server [See Fig. 8 and Paragraph [0059] – “The user mobile device 110 is, for example, a cellular or mobile telephone, smart watch, tablet, laptop or desktop computer, smart television or the like, that is linked via a communication medium, such as a network 114 (e.g., the Internet), to an electronic device or system, such as a server 116, that is part of an administrator system 123. It will be appreciated that this essentially means that the components in box 123 in FIG. 8 are part of a system operated by the company that owns or administers the software application 119 to users.”] having a memory [Paragraph [0059] – “The server 116 may further be coupled, or otherwise have access, to a database 118 or databases and other components, such as electronic storage, and computer systems (not shown).”] storing user data [Paragraph [0059] – “It will be appreciated that the database 118 is configured to store account information for all the users who are registered with the system. The database 118 (or a separate database) can also include all of the workout or exercise information thereon.”]; a user computing device coupled to the computer server [See Fig. 8 and Paragraph [0059] – “The user mobile device 110 is, for example, a cellular or mobile telephone, smart watch, tablet, laptop or desktop computer, smart television or the like, that is linked via a communication medium, such as a network 114 (e.g., the Internet), to an electronic device or system, such as a server 116, that is part of an administrator system 123. It will be appreciated that this essentially means that the components in box 123 in FIG. 8 are part of a system operated by the company that owns or administers the software application 119 to users.”]; and at least one sensor located in a sole of footwear worn by a user [Paragraph [0055] – “The pressure sensors 22 can be positioned on a printed circuit board or the like or otherwise sandwiched between the insole and outsole”], the at least one sensor coupled to the user computing device [Paragraph [0007] – “The wireless communication device is configured to communicate exercise performance data from the sensor system to the software application on the user mobile device. In a preferred embodiment, the shoe includes a toe region, a forefoot region, an arch region and a heel region, and the sensor system includes at least a first pressure sensor positioned in one of the toe region, forefoot region, arch region or heel region.”Paragraph [0059] – “As described herein, the first user mobile device 110 is in communication with the shoe(s) 10 (e.g., via Bluetooth or the like).”], wherein the user computing device is programmed to: receive from the at least one sensor a signal that comprises sensor data collected as the user exerts force on the at least one sensor [Paragraph [0007] – “The wireless communication device is configured to communicate exercise performance data from the sensor system to the software application on the user mobile device. In a preferred embodiment, the shoe includes a toe region, a forefoot region, an arch region and a heel region, and the sensor system includes at least a first pressure sensor positioned in one of the toe region, forefoot region, arch region or heel region.”] located in the sole of the footwear worn by the user [Paragraph [0055] – “The pressure sensors 22 can be positioned on a printed circuit board or the like or otherwise sandwiched between the insole and outsole”] during an activity [Paragraphs [0009]-[0010]]; and automatically send the sensor data with user identification information to the computer server, wherein the computer server is programmed to: receive the sensor data and the user identification information from the user computing device and aggregate the sensor data as part of the user data associated with the user identification information received [See Fig. 8 and Paragraph [0059] – “The user mobile device 110 is, for example, a cellular or mobile telephone, smart watch, tablet, laptop or desktop computer, smart television or the like, that is linked via a communication medium, such as a network 114 (e.g., the Internet), to an electronic device or system, such as a server 116, that is part of an administrator system 123. … It will be appreciated that the database 118 is configured to store account information for all the users who are registered with the system. The database 118 (or a separate database) can also include all of the workout or exercise information thereon.”]. Although Reddy discloses that the server gathers the pressure information from the mobile device and processes it before sending back the results to the mobile device [Paragraph [0008] – “It will be appreciated by those of ordinary skill in the art that the database and the proper exercise performance data can reside on the user mobile device, a remote server or both. … In short, the system works in any situation where the sensor system can communicate the exercise performance data to a database that includes data about the proper form, the data can be compared to determine if the form is proper, and the user can be notified (via the notification component in the user mobile device or the shoe(s)) if the form is improper (or proper). Generally, the present invention provides the ability to monitor a user's workout and notify them via a software application (residing on a server or user mobile device) if they have improper form.”Paragraph [0009] – “The present invention includes a performance shoe incorporating a sensor array or system for collecting and relaying data relating to fitness activities, and a system for communicating the data to a smartphone app with a user-friendly graphical interface.”], Reddy fails to disclose that the server performs the step to automatically generate and send for display on the user computing device pressure data based on the sensor data received, the pressure data comprising amount of pressure of at least one portion of a foot exerting force on the at least one sensor located in the sole of the footwear worn by the user. However, Ridenour discloses the generation of such a display of foot pressure data in order to provide a person feedback about their athletic activity [See Fig. 4 and Paragraphs [0024]-[0032].]. It would have been obvious to have the server perform such a process and to provide such a display for the mobile device in order to allow a person to have that feedback regarding the activity they are performing. Regarding Claim 2, Reddy discloses that the sole is an insole [Paragraph [0055] – “The pressure sensors 22 can be positioned on a printed circuit board or the like or otherwise sandwiched between the insole and outsole”]. Regarding Claim 3, Reddy discloses that the insole is deformable [See Fig. 2]. Regarding Claim 4, Reddy discloses that the insole is formable to correspond foot shape of the user [Paragraph [0055] – “For description purposes, the shoes are divided into four regions between the heel and the toes; the toe region 21a, the forefoot region 21b, the arch region 21c and the heel region 21d.”]. Regarding Claim 5, Reddy discloses that the insole is coupled within the footwear [See Fig. 2]. Regarding Claim 6, Reddy discloses that the at least one sensor comprises a plurality of sensors [Paragraph [0055] – “The pressure sensors 22 can be positioned on a printed circuit board or the like or otherwise sandwiched between the insole and outsole”]. Regarding Claim 8, Reddy discloses that the sensor data comprises location information [Paragraph [0016] – “In a preferred embodiment, the present invention utilizes GPS and the user profile to determine which offset to use to get the best result of what the user needs.”Paragraph [0019] – “In a preferred embodiment, the system can be integrated with iPhone GPS”Paragraph [0024] – “Using GPS location and surface, auto smart GPS surface location calibration can be used to determine the surface offset during a run or workout. In another method the system can use pressure sensors in the shoe wearable device as a digital scale for weighting items that were picked up, such as weighted bars, luggage, bags, etc. This part of the system can also use GPS (internal or external signal from iPhone or watch) to auto configure the ground profile and improve weight pressure sensor accuracy based on the physical surface. Ground like pavement, sand, dirt, grass, and matted surface will offset the pressure reading from the sensor.”]. Regarding Claim 9, Reddy discloses that the sensor data is reported continuously [Paragraph [0062] – “The system 100 can sense the difference between each motion in order to keep track of good and bad reps, and then switch to a new motion to keep track of it while keeping track of the entire workout.”]. Regarding Claim 12, Reddy discloses that the footwear is ski boots [Paragraph [0013] – “In addition to a CrossFit like program, the inventive system can be used with other activities, such as in football to measure impact to the entire body, soccer, dancing, golfing, boxing, hockey, skiing, snowboarding, etc.”]. Regarding Claim 13, the combination of Reddy and Ridenour would disclose that the pressure data shows how the user adjusts weight when skiing downhill [See Fig. 4 and Paragraphs [0024]-[0032] of Ridenour.]. Regarding Claim 14, Reddy discloses that the footwear is golf shoes [Paragraph [0013] – “In addition to a CrossFit like program, the inventive system can be used with other activities, such as in football to measure impact to the entire body, soccer, dancing, golfing, boxing, hockey, skiing, snowboarding, etc.”]. Regarding Claim 15, the combination of Reddy and Ridenour would disclose that the pressure data shows how the user adjusts weight when swinging a golf club [See Fig. 4 and Paragraphs [0024]-[0032] of Ridenour.]. Regarding Claim 16, Reddy fails to disclose that the footwear is skateboard shoes. However, such an application of the teachings of Reddy would have been obvious in light of Reddy teaching that the system can be used to monitor snowboarders, which is substantially similar to skateboarding [Paragraph [0013] – “In addition to a CrossFit like program, the inventive system can be used with other activities, such as in football to measure impact to the entire body, soccer, dancing, golfing, boxing, hockey, skiing, snowboarding, etc.”]. Regarding Claim 17, the combination of Reddy and Ridenour (and further application to skateboarding) would disclose that the pressure data shows how the user adjusts weight to balance [See Fig. 4 and Paragraphs [0024]-[0032] of Ridenour.]. Regarding Claim 18, Reddy fails to disclose that the footwear is wake board shoes. However, such an application of the teachings of Reddy would have been obvious in light of Reddy teaching that the system can be used to monitor snowboarders, which is substantially similar to wake boarding [Paragraph [0013] – “In addition to a CrossFit like program, the inventive system can be used with other activities, such as in football to measure impact to the entire body, soccer, dancing, golfing, boxing, hockey, skiing, snowboarding, etc.”]. Regarding Claim 19, the combination of Reddy and Ridenour (and further application to wake boarding) would disclose that the pressure data shows how the user adjusts weight to balance [See Fig. 4 and Paragraphs [0024]-[0032] of Ridenour.]. Claim 7 is/are rejected under 35 U.S.C. 103 as being unpatentable over Reddy (US 20180169474 A1), Ridenour et al. (US 20090204360 A1)[hereinafter “Ridenour”], and Alounani et al. (US 8525668 B1)[hereinafter “Alouani”]. Regarding Claim 7, Reddy fails to disclose that the pressure data comprises the force to the footwear that is applied to a gas pedal or a brake pedal. However, Alounani discloses monitoring the foot pressures of a user while they are driving a car [See Column 5 line 61 to Column 6 line 18]. It would have been obvious to apply the teachings of Reddy to such an activity in order to evaluate the impact of driving on a user’s foot. Claim 10 is/are rejected under 35 U.S.C. 103 as being unpatentable over Reddy (US 20180169474 A1), Ridenour et al. (US 20090204360 A1)[hereinafter “Ridenour”], and Takeyama et al. (US 20190329604 A1)[hereinafter “Takeyama”]. Regarding Claim 10, Reddy fails to disclose that the sensor data is reported at predetermined time intervals. However, Takeyama discloses such a data reporting scheme [See Paragraph [0035]]. It would have been obvious to report the sensor data in such a fashion in order to free up the computational resources of the mobile device and server to perform other operations. Claim 11 is/are rejected under 35 U.S.C. 103 as being unpatentable over Reddy (US 20180169474 A1), Ridenour et al. (US 20090204360 A1)[hereinafter “Ridenour”], and Edwards (US 20170244676 A1). Regarding Claim 11, Reddy fails to disclose that the identification information comprises a name. However, Edwards discloses that a user’s name is a known type of identification/account information [See Paragraph [0034]]. It would have been obvious to include a person’s name in the account information so that it could easily be determined who the account information belongs to. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure: US 7493230 B2 – Method And Apparatus For Customizing Insoles For Footwear US 20200253320 A1 – SMART FOOTWEAR WITH WIRELESS CHARGING US 20200093438 A1 – SMART SHOES WITH ADAPTIVE SAMPLING FOR REHABILITATION AND HEALTH MONITORING Any inquiry concerning this communication or earlier communications from the examiner should be directed to KYLE ROBERT QUIGLEY whose telephone number is (313)446-4879. The examiner can normally be reached 11AM-9PM EST. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Arleen Vazquez can be reached at (571) 272-2619. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /KYLE R QUIGLEY/Primary Examiner, Art Unit 2857
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Prosecution Timeline

May 18, 2023
Application Filed
Sep 26, 2025
Non-Final Rejection — §103, §112
Apr 01, 2026
Response Filed

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

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Prosecution Projections

1-2
Expected OA Rounds
54%
Grant Probability
85%
With Interview (+30.5%)
3y 9m
Median Time to Grant
Low
PTA Risk
Based on 466 resolved cases by this examiner. Grant probability derived from career allow rate.

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