Prosecution Insights
Last updated: July 17, 2026
Application No. 16/034,250

EARLY-LATE PULSE COUNTING FOR LIGHT EMITTING DEPTH SENSORS

Final Rejection §103
Filed
Jul 12, 2018
Priority
Jul 13, 2017 — provisional 62/532,291
Examiner
HULKA, JAMES R
Art Unit
3645
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
Apple Inc.
OA Round
6 (Final)
76%
Grant Probability
Favorable
7-8
OA Rounds
0m
Est. Remaining
88%
With Interview

Examiner Intelligence

Grants 76% — above average
76%
Career Allowance Rate
746 granted / 976 resolved
+24.4% vs TC avg
Moderate +12% lift
Without
With
+11.6%
Interview Lift
resolved cases with interview
Typical timeline
3y 1m
Avg Prosecution
30 currently pending
Career history
1009
Total Applications
across all art units

Statute-Specific Performance

§101
2.2%
-37.8% vs TC avg
§103
87.5%
+47.5% vs TC avg
§102
4.8%
-35.2% vs TC avg
§112
3.2%
-36.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 976 resolved cases

Office Action

§103
DETAILED ACTION Response to Amendment Claims 1, 13, and 20 have been amended. Claims 1-21 are pending. Claim Rejections - 35 USC § 103 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. Claim(s) 1, 7, 9, 11-15, and 18-21 is/are rejected under 35 U.S.C. 103 as obvious over Russell (US 2018/0284231), in view of Sharma (US 2017/0052065), Halmos (US 2017/0356984) and Kostamovaara (US 2015/0369666). Regarding Claim 1, Russell teaches a method of operating a light emitting depth sensor [0038 – “The distance D from lidar system 100 to the target 130 may be referred to as a distance, depth, or range of the target 130”; 0066], comprising: emitting a sequence of emitted light pulses into a field of view [0025-6; 0061; 0064; 0066-67; 0088; 0096; 0112; 0128 – “when the light source 110 produces pulses at a pulse-repetition frequency”; 0144]; wherein the sequence of emitted light pulses is emitted across … [0022-23; 0049; 0086; 0091; 0125-32; 0139]; determining a first number of detected light pulses detected at a light sensing pixel of an array of light sensing pixels during the first time period [0023- “operating the pulse-detection circuit in a low-gain mode (e.g., having a gain below a threshold level) for a time period T1 after the light source emits a light pulse” ; 0025- “The detected light pulse as it is transmitted may be referred to as an "optical" t0. The clock for measuring the first and second time periods T1 and T2 may be initialized at electrical t0, at optical t0, or at a particular time interval after electrical t0 or optical t0.” ; 0091 – “each of the linear scan patterns 254A-N includes pixels associated with one or more laser pulses and distance measurements.”; 0116 – “ The APD 400 that is operated at or above a breakdown voltage may be referred to as a single-photon avalanche diode (SPAD) and may be referred to as operating in a Geiger mode or a photon-counting mode”; 0125-29; 0133-34; 0141-44]; determining a second number of detected light pulses detected at the light sensing pixel during the second time period [0023-25; 0125-28 “The threshold time period T2 may be configured to last from expiration of the threshold time period Tl until the time in which a subsequent pulse is transmitted”; 0129; 0133-34; 0141- “When the amount of time that has elapsed since t0 is within a threshold time period T2 after the threshold time period T1 has elapsed “; 0142--44]; and adjusting operation of the light emitting depth sensor based on the (determined difference between the) first number and the second number [0067; 0116; 0141 – “ the threshold time period T1 is dynamically adjustable based on characteristics of the detected light used to identify optical t0 . For example, the controller 150 may increase the threshold time period T1 when the pulse duration of the detected light exceeds a threshold duration. The characteristics may include the peak power … the average power … the pulse energy … the pulse duration…” ; 0144 – “the set of gain values in the low-gain (period T1) and high-gain modes (period T2) or the minimum and/or maximum gain values within an adjustable gain function may be adjusted downward. When the noise floor metric is below a certain threshold value, the set of gain values in the low-gain and high-gain modes or the minimum and/or maximum gain values within an adjustable gain function may be adjusted upward. The adjustment may be applied until the lidar system 100 recalibrates”]. Russell does not explicitly teach – but Halmos does teach wherein the sequence of emitted light pulses is emitted across a plurality of pulse repetition intervals that includes a first plurality of pulse repetition intervals during a first time period, and a second plurality of pulse repetition intervals during a second time period subsequent to the first time period [0027; 0034; 0043; 0053-55]. It would have been obvious to modify the system of Russell to include plural pulse repetition intervals in first and second transmission periods to reduce the measurement timeline because both range and Doppler can be extracted from the same single transmission/receipt waveform. Russell does not explicitly teach – but Sharma does teach determining a first/second number of multiple detected light pulses… during the first/second time period [0010; 0023-25; 0035-36]. It would have been obvious to modify the system of Russell to include detection of multiple pulses in first and second time windows in order to improve the temporal resolution in each bin of the histogram. Russell does not explicitly teach – but Kostamovaara does teach determining a difference between the first number and second number [0020; 0033-37 – “having different time windows 300, 302, 304, 306 which may be used in post-processing during counting the detections; …counter 208 may count a number of detections in at least two different predetermined time windows 300 to 304 on the basis of the timing of the detections with respect to… “; 0043-46; 0054; 0057; Claim 25] – (a difference is merely a comparison and subtraction of the two count numbers, more simplistic and easier for post-processing operations). It would have been obvious to modify the method of Russell to include subtracting counts from different time periods as this would allow the controller to provide feedback to allow for more accurate dynamic adjustment of the depth sensor (see [0033-37] and [0043-46] of Kostamovaara and [0141] of Russell). Regarding Claim 13, Russell teaches an electronic device comprising: an electronic timing control system [0063-64 “The controller 150 may receive electrical trigger pulses or edges from the light source 110, where each pulse or edge corresponds to the emission of an optical pulse by the light source 110’ ; 0065-67; 0105-06; 0125; 0132-34; 0141]; at least one light emitter operably associated with the electronic timing control system [0063-64 “The controller 150 may provide instructions, a control signal, or a trigger signal to the light source 110 indicating when the light source 110 should produce optical pulses”; 0065-67; 0105-06; 0125; 0132-34; 0141]; and an array of light sensing pixels operably associated with the electronic timing control system [0044-48; 0091 – “each of the linear scan patterns 254A-N includes pixels associated with one or more laser pulses and distance measurements”]; wherein the electronic timing control system is configured to: provide a first set of timing control signals that cause the at least one light emitter to emit a sequence of light pulses into a field of view [0026; 0063-64 “the controller 150 may cause the light source 110 to adjust one or more of the frequency, period, duration, pulse energy, peak power, average power, or wavelength of the optical pulses produced by the light source 110”; 0065-67; 0086-8; 0091; 0096; 0112; 0125]; wherein the sequence of emitted light pulses is emitted across a plurality of pulse repetition intervals that includes a first plurality of pulse repetition intervals during a first time period, and a second plurality of pulse repetition intervals during a second time period subsequent to the first time period [0022-23 “By operating in a low-gain mode for a time period T1 after a light pulse is transmitted, the receiver reduces the likelihood of detecting noise for a time period T1 just after a light pulse is transmitted. For example, the time period T1 may occur when it is too early to receive a returned pulse from a distance that exceeds a minimum range. Additionally, low-gain may be applied to returned pulses scattered by remote targets at close range to prevent saturation at the photodetector. Moreover, switching from a low-gain mode to a high-gain mode and back minimizes recovery time and decreases the minimum range that may be detected”; 0049; 0086; 0091; 0125-32; 0139]; a first time period precedes an expected arrival time of reflections of the emitted sequence of light pulses at the activated light sensing pixel [0023; “; 0116 – “ The APD 400 that is operated at or above a breakdown voltage may be referred to as a single-photon avalanche diode (SPAD) and may be referred to as operating in a Geiger mode or a photon-counting mode”; 0125-29; 0133-34; 0139 – “to identify return light pulses corresponding to the emitted light pulses. The received light signals are then processed for example, by the pulse-detection circuit 504 as shown in FIG. 11, to identify characteristics of the received light signals. The characteristics of the return light pulses are then used to generate a point cloud having respective pixels”; 0141-44]; a second time period following the expected arrival time [0023; 0116; 0125-28 “The threshold time period T2 may be configured to last from expiration of the threshold time period Tl until the time in which a subsequent pulse is transmitted”; 0129; 0133-34; 0141-44]; activate a light sensing pixel of the array of light sensing pixels to detect light pulses [0026; 0063-67; 0088; 0091 – “each of the linear scan patterns 254A-N includes pixels associated with one or more laser pulses and distance measurements.”; 0096; 0112; 0125]; provide a second set of timing control signals that cause: a counter to count a first number of light pulses detected by the light sensing pixel during a first time period [0023; “; 0116; 0125-29; 0133-34; 0139; 0141-44]; and the counter to count a second number of light pulses detected by the light sensing pixel during a second time period [0023; 0116; 0125-28; 0129; 0133-34; 0141-44]; and adjust operation of the electronic device based on the (determined difference between the) first number and the second number [0022-23; 0067; 0125-32; 0139; 0141 – “ the threshold time period T1 is dynamically adjustable based on characteristics of the detected light used to identify optical t0 . For example, the controller 150 may increase the threshold time period T1 when the pulse duration of the detected light exceeds a threshold duration. The characteristics may include the peak power … the average power … the pulse energy … the pulse duration…” ; 0144 – “the set of gain values in the low-gain (period T1) and high-gain modes (period T2) or the minimum and/or maximum gain values within an adjustable gain function may be adjusted downward. When the noise floor metric is below a certain threshold value, the set of gain values in the low-gain and high-gain modes or the minimum and/or maximum gain values within an adjustable gain function may be adjusted upward. The adjustment may be applied until the lidar system 100 recalibrates”]. Russell does not explicitly teach – but Halmos does teach wherein the sequence of emitted light pulses is emitted across a plurality of pulse repetition intervals that includes a first plurality of pulse repetition intervals during a first time period, and a second plurality of pulse repetition intervals during a second time period subsequent to the first time period [0027; 0034; 0043; 0053-55]. It would have been obvious to modify the system of Russell to include plural pulse repetition intervals in first and second transmission periods to reduce the measurement timeline because both range and Doppler can be extracted from the same single transmission/receipt waveform. Russell does not explicitly teach – but Sharma does teach determining a first/second number of multiple detected light pulses… during the first/second time period [0010; 0023-25; 0035-36]. It would have been obvious to modify the system of Russell to include detection of multiple pulses in first and second time windows in order to improve the temporal resolution in each bin of the histogram. Russell does not explicitly teach – but Kostamovaara does teach determining a difference between the first number and second number [0020; 0033-37 – “having different time windows 300, 302, 304, 306 which may be used in post-processing during counting the detections; …counter 208 may count a number of detections in at least two different predetermined time windows 300 to 304 on the basis of the timing of the detections with respect to… “; 0043-46; 0054; 0057; Claim 25] – (a difference is merely a comparison and subtraction of the two count numbers, more simplistic and easier for post-processing operations). It would have been obvious to modify the method of Russell to include subtracting counts from different time periods as this would allow the controller to provide feedback to allow for more accurate dynamic adjustment of the depth sensor (see [0033-37] and [0043-46] of Kostamovaara and [0141] of Russell). Regarding Claim 20, Russell teaches a method of operating a light emitting depth sensor [0038 – “The distance D from lidar system 100 to the target 130 may be referred to as a distance, depth, or range of the target 130”; 0066] comprising: emitting a sequence of light pulses into a field of view during a counting time period [0026; 0061; 0063-67; 0088; 0091; 0096; 0112; 0125; 0128 – “when the light source 110 produces pulses at a pulse-repetition frequency”; 0144]; wherein the sequence of light pulses is emitted across a plurality of pulse repetition intervals during the counting period [0022-23; 0049; 0086; 0091; 0125-32; 0139]; receiving, at a subarray of light sensing pixels of an array light sensing pixels [0023; 0091 – “each of the linear scan patterns 254A-N includes pixels associated with one or more laser pulses and distance measurements”; 0125-29; 0133-34; 0141-44], reflected light pulses corresponding to reflections of a subset of the emitted light pulses from an object in the field of view [0023; 0038 – “The distance D from lidar system 100 to the target 130 may be referred to as a distance, depth, or range of the target 130”; 0125-29; 0133-34; 0141-44]; for each of the light sensing pixels in the subarray counting respective numbers of detected light pulses that are received during the counting time period [0023; 0063-67; 0088; 0091; 0096; 0112; 0116 – “ The APD 400 that is operated at or above a breakdown voltage may be referred to as a single-photon avalanche diode (SPAD) and may be referred to as operating in a Geiger mode or a photon-counting mode”; 0125-29; 0133-34; 0141-44], the detected light pulses including the reflected light pulses; and adjusting operation of the light emitting depth sensor based on the respective numbers of detected light pulses [0022-23; 0125-32; 0139; 0141 – “ the threshold time period T1 is dynamically adjustable based on characteristics of the detected light used to identify optical t0 . For example, the controller 150 may increase the threshold time period T1 when the pulse duration of the detected light exceeds a threshold duration. The characteristics may include the peak power … the average power … the pulse energy … the pulse duration…” ; 0144 – “the set of gain values in the low-gain (period T1) and high-gain modes (period T2) or the minimum and/or maximum gain values within an adjustable gain function may be adjusted downward. When the noise floor metric is below a certain threshold value, the set of gain values in the low-gain and high-gain modes or the minimum and/or maximum gain values within an adjustable gain function may be adjusted upward. The adjustment may be applied until the lidar system 100 recalibrates”]. Russell does not explicitly teach – but Halmos does teach wherein the sequence of emitted light pulses is emitted across a plurality of pulse repetition intervals that includes a first plurality of pulse repetition intervals during a first time period, and a second plurality of pulse repetition intervals during a second time period subsequent to the first time period [0027; 0034; 0043; 0053-55]. It would have been obvious to modify the system of Russell to include plural pulse repetition intervals in first and second transmission periods to reduce the measurement timeline because both range and Doppler can be extracted from the same single transmission/receipt waveform. Russell does not explicitly teach – but Sharma does teach determining a first/second number of multiple detected light pulses… during the first/second time period [0010; 0023-25; 0035-36]. It would have been obvious to modify the system of Russell to include detection of multiple pulses in first and second time windows in order to improve the temporal resolution in each bin of the histogram. Russell does not explicitly teach – but Kostamovaara does teach determining a comparison of the respective number of detected light pulses [0020; 0033-37 – “having different time windows 300, 302, 304, 306 which may be used in post-processing during counting the detections; …counter 208 may count a number of detections in at least two different predetermined time windows 300 to 304 on the basis of the timing of the detections with respect to… “; 0043-46; 0054; 0057; Claim 25] – (a difference is merely a comparison and subtraction of the two count numbers, more simplistic and easier for post-processing operations). It would have been obvious to modify the method of Russell to include subtracting counts from different time periods as this would allow the controller to provide feedback to allow for more accurate dynamic adjustment of the depth sensor (see [0033-37] and [0043-46] of Kostamovaara and [0141] of Russell). Regarding Claim 7, Russell also teaches activating the light sensing pixel for detection of the first number of the light pulses and the second number of the light pulses during a time interval containing an expected on-center time of the reflections of the sequence of emitted light pulses at the activated light sensing pixel [0023; 0063-67; 0088; 0091; 0096; 0112; 0125-29; 0133-34]. Regarding Claim 9, Russell also teaches wherein: the light sensing pixel is a first light sensing pixel; the array of light sensing pixels comprises a second light sensing pixel adjacent to the first light sensing pixel [0091 – “each of the linear scan patterns 254A-N includes pixels associated with one or more laser pulses and distance measurements”; 0125-29; 0133-34; 0141-44]; and the emitted sequence of light pulses is emitted into the field of view to cause the reflections of the sequence of emitted light pulses to be received at the first light sensing pixel and subsequently at the second light sensing pixel [0023; 0091; 0125-29; 0133-34; 0141-44]. Regarding Claims 11 and 18, Russell also teaches discloses wherein adjusting operation the light emitting depth sensor comprises adjusting at least one of a first duration of the first time period or a second duration of the second time period [0022-23; 0067; 0125-32; 0139; 0141 – “ the threshold time period T1 is dynamically adjustable based on characteristics of the detected light used to identify optical t0 . For example, the controller 150 may increase the threshold time period T1 when the pulse duration of the detected light exceeds a threshold duration. The characteristics may include the peak power … the average power … the pulse energy … the pulse duration…” ; 0144 – “the set of gain values in the low-gain (period T1) and high-gain modes (period T2) or the minimum and/or maximum gain values within an adjustable gain function may be adjusted downward. When the noise floor metric is below a certain threshold value, the set of gain values in the low-gain and high-gain modes or the minimum and/or maximum gain values within an adjustable gain function may be adjusted upward. The adjustment may be applied until the lidar system 100 recalibrates”]. Regarding Claim 12, Russell also teaches wherein adjusting operation of the light emitting depth sensor comprises adjusting one of altering a direction at which a light source emits the sequence of emitted light pulses and altering how the reflections of the sequence of emitted light pulses are directed onto the array [0022-23; 0060; 0067; 0088; 0125-32; 0139; 0141; 0144]. Regarding Claim 14, Russell also teaches discloses wherein the emitted sequence of light pulses is emitted into the field of view according to a line scan pattern, and a set of the reflections of the emitted sequence of light pulses are directed across a row of the array of light sensing pixels [0060; 0067; 0088; 0091 – “each of the linear scan patterns 254A-N includes pixels associated with one or more laser pulses and distance measurements”; 0125-32; 0139; 0141]. Regarding Claim 15, Russell also teaches wherein adjusting operation of the light emitting depth sensor comprises altering an expected on-center/arrival time of the reflections of the sequence of emitted light pulses at the light sensing pixel [0022-23; 0067; 0125-32; 0139; 0141; 0144]. Regarding Claim 19, Russell also teaches wherein at least one light sensing pixel of the array of light sensing pixels includes a single photon avalanche diode [0031; 0062; 0106; 0116 – “ The APD 400 that is operated at or above a breakdown voltage may be referred to as a single-photon avalanche diode (SPAD) and may be referred to as operating in a Geiger mode or a photon-counting mode”]. Regarding Claim 21, Russell also teaches adjusting operation of the light emitting depth sensor includes adjusting at least one of: an emission of the sequence of light pulses into the field of view, or a directing of the reflected light pulses onto the subarray of light sensing pixels [0022-23; 0063-7; 0125-34; 0139; 0141; 0144]. Claims 2, 3 is/are rejected under 35 U.S.C. 103 as being unpatentable over Russell (US 2018/0284231), Sharma (US 2017/0052065), Halmos (US 2017/0356984), and Kostamovaara (US 2015/0369666), as applied to claim 1 above, and further in view of Borowski (US 2013/0300840). Regarding Claim 2, Russell does not explicitly teach – but Borowski does teach wherein a first duration of the first time period and a second duration of the second time period are each a fixed multiple of a pulse repetition interval of the sequence of emitted light pulses [0013-18; 0114]. It would have been obvious to modify the method of Russell to include adjustable receive time periods to validate the reflections off the target surface were from the transmitted signal and produce detected data on the basis of the measured round-trip delay of the pulses and using the precise timing of the pulse trains for efficiently detecting faint signals at each SPAD detector cell. Regarding Claim 3, Russell also teaches wherein adjusting operation of the light emitting depth sensor comprises altering an expected on-center/arrival time of the reflections of the sequence of emitted light pulses at the light sensing pixel [0022-23; 0067; 0125-32; 0139; 0141; 0144]. Claims 4-6 and 17 is/are rejected under 35 U.S.C. 103 as being unpatentable over Russell (US 2018/0284231), Sharma (US 2017/0052065), Halmos (US 2017/0356984), and Kostamovaara (US 2015/0369666), as applied to claims 1 and 13 above, and further in view of Niclass (US 2012/0075615). Regarding Claims 4 and 17, Russell does not explicitly teach – but Niclass does teach forming a histogram of time of flight values of the light pulses detected during both the first time period and the second time period; and estimating a distance to a portion of the object based on the histogram [0004; 0013; 0024; 0039; 0041-44; 0059-64]. Sharma additionally teaches using histograms to determine time of flight in [0020; 0035; 0046]. It would have been obvious to modify the method of Russell to include histogram analysis in order to select the best pulse repetition rate, quickly estimate the range of the object, change the direction of the transmitter to obtain a better depth image, or expanding dynamic range without additional optical components, because it controls photon detection probability based on output of the receiver. Regarding Claim 5, Russell does not explicitly teach – but Niclass does teach weighting a first time of flight value corresponding to a first detected light pulse in the histogram based on a proximity of a first time of detection of the first detected light pulse to an expected on-center time at the light sensing pixel [0004; 0013; 0024; 0039; 0041-44; 0059-64]. It would have been obvious to modify the method of Russell to include histogram analysis with weighting in order to select the best pulse repetition rate, quickly estimate the range of the object, change the direction of the transmitter to obtain a better depth image, or expanding dynamic range without additional optical components, because it controls photon detection probability based on output of the receiver. Regarding Claim 6, Russell does not explicitly teach – but Niclass does teach determining that the distance is above a first threshold and below a second threshold, wherein the adjusting operation of the light emitting depth sensor is performed when the estimated distance is above the first threshold and below the second threshold [0004; 0113; 0024; 0039; 0041-44; 0059-64]. It would have been obvious to modify the method of Russell to include histogram analysis with thresholds in order to select the best pulse repetition rate, quickly estimate the range of the object, change the direction of the transmitter to obtain a better depth image, or expanding dynamic range without additional optical components, because it controls photon detection probability based on output of the receiver. Claim 8 is/are rejected under 35 U.S.C. 103 as being unpatentable over Russell (US 2018/0284231), Sharma (US 2017/0052065), Halmos (US 2017/0356984), and Kostamovaara (US 2015/0369666), as applied to claim 13 above, and further in view of Kita (US 2012/0105688). Regarding Claim 8, Russell does not explicitly teach - but Kita does teach estimating distortions in how the reflections of the sequence of emitted light pulses are received at the array [0102; 0267]. It would have been obvious to modify the method of Russell to estimate distortions to correct for relative motion of the instrument or target object during scanning. Claim(s) 10 is/are rejected under 35 U.S.C. 103 as being unpatentable over Russell (US 2018/0284231), Sharma (US 2017/0052065), Halmos (US 2017/0356984), and Kostamovaara (US 2015/0369666), as applied to claim 1 above, and further in view of Lee (US 2016/0349369). Regarding Claim 10, Russell does not explicitly teach – but Lee does teach determining a third number of the detected light pulses detected at the second light sensing pixel during a third time period; and determining a fourth number of the reflected light pulses that are received at the second light sensing pixel during a fourth time period following the third time period; wherein adjusting operation of the light emitting depth sensor is further based on the third number and the fourth number [0016-18; 0043-48; 0060; 0088-91; 0120-0123]. It would have been obvious to modify the system and method of Russell to include determining light pulses at third and fourth light periods, and using a second pixel, because a motion in the partial region based on the time of flights extracts depth information according to a result of the motion estimation. After capturing the partial region from T1 to Tn, time of flight at each time may be calculated to estimate relative motion over time. In addition, the estimated motions may be compensated using the interpolation technique and restored, and noise may be reduced therefrom. Claim 16 is/are rejected under 35 U.S.C. 103 as being unpatentable over Russell (US 2018/0284231), Sharma (US 2017/0052065), Halmos (US 2017/0356984), and Kostamovaara (US 2015/0369666), as applied to claim 13 above, and further in view of Kalscheur (US 2016/0245903). Regarding Claim 16, Russell does not explicitly teach – but Kalscheur does teach wherein the correction is determined using a feedback loop [0051]. It would have been obvious to modify the system of Lee to use a feedback loop in order to more quickly apply the corrections and adjustments as soon as they were calculated to either the transmitter or receiver. Response to Arguments Applicant’s arguments with respect to claim 1, 13, and 20 have been considered but are moot because the arguments do not apply to the specific combination of the references being used in the current rejection. Applicant's remaining arguments filed 14 April 2026 have been fully considered but they are not persuasive. The rejections under 35 USC 103 are thus updated, as applicant has presented minimal amendments to the claims. No allowable subject matter can be indicated at this time. Conclusion Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to JAMES R HULKA whose telephone number is (571)270-7553. The examiner can normally be reached M-R: 9am-6pm, F: 10am-2pm. 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, Helal Algahaim can be reached on 5712705227. 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. JAMES R. HULKA Primary Examiner Art Unit 3645 /JAMES R HULKA/Primary Examiner, Art Unit 3645
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Prosecution Timeline

Show 34 earlier events
Nov 26, 2024
Response after Non-Final Action
Oct 08, 2025
Response after Non-Final Action
Dec 09, 2025
Request for Continued Examination
Dec 11, 2025
Response after Non-Final Action
Jan 14, 2026
Non-Final Rejection mailed — §103
Apr 08, 2026
Examiner Interview Summary
Apr 14, 2026
Response Filed
Jul 02, 2026
Final Rejection mailed — §103 (current)

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Prosecution Projections

7-8
Expected OA Rounds
76%
Grant Probability
88%
With Interview (+11.6%)
3y 1m (~0m remaining)
Median Time to Grant
High
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