Prosecution Insights
Last updated: August 17, 2026
Application No. 18/205,262

MONITORING OF ACOUSTIC EVENTS ON A SUBSTRATE

Non-Final OA §103
Filed
Jun 02, 2023
Priority
Jun 03, 2022 — provisional 63/348,997
Examiner
FORDJOUR, SARAH AKYAA
Art Unit
3723
Tech Center
3700 — Mechanical Engineering & Manufacturing
Assignee
Applied Materials Inc.
OA Round
2 (Non-Final)
52%
Grant Probability
Moderate
2-3
OA Rounds
0m
Est. Remaining
80%
With Interview

Examiner Intelligence

Grants 52% of resolved cases
52%
Career Allowance Rate
73 granted / 139 resolved
-17.5% vs TC avg
Strong +28% interview lift
Without
With
+28.0%
Interview Lift
resolved cases with interview
Typical timeline
3y 1m
Avg Prosecution
39 currently pending
Career history
191
Total Applications
across all art units

Statute-Specific Performance

§101
0.8%
-39.2% vs TC avg
§103
56.1%
+16.1% vs TC avg
§102
25.1%
-14.9% vs TC avg
§112
13.8%
-26.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 139 resolved cases

Office Action

§103
DETAILED ACTION MONITORING OF ACOUSTIC EVENTS ON A SUBSTRATE 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 . Response to Amendment The amendments filed 01-21-2026 has been entered. Claims 6,10-14,16-20 are currently pending and have been examined. Claims 1-5,7-9,15 have been cancelled. Claims 18-20 have been newly added. Applicant’s amendment overcome 101 rejection previously set forth in the Non-Final Office action mailed 10-01-2025. The previous rejection has been updated due to applicant’s amendments. Response to Arguments Applicant’s arguments filed 01-21-2026, with respect to the rejection(s) of claim(s) 6 and 14 their dependent claims under 35 U.S.C.103 have been fully considered but are moot because the new ground of rejection (as necessitated by amendment) relies on a different combination of prior art references, not applied in the prior rejection of record. 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 (i.e., changing from AIA to pre-AIA ) 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. Claim(s) 6,10-14,16 18 is/are rejected under 35 U.S.C. 103 as being unpatentable over Wang (US6488569B1) cited in IDS in view of Wang et al (2) (US20190143474A1) cited in IDS, Harada (JPH08082666A) cited in IDS, Underbrink (US20150346314A1) cited in IDS. Regarding claim 6, Wang teaches a platen (12, figure 1) to support a polishing pad (14, figure 1); a carrier head (16, figure 1) to hold a surface of a substrate against the polishing pad; a motor (32, figure 1; col 3 lines 44-47 and col 3 lines 49-52) to generate relative motion between the platen and the carrier head so as to polish an overlying layer on the substrate; an array of acoustic sensors (32, figure 1; col 3 lines 44-47 and col 3 lines 39-52) arranged within the carrier head to receive acoustic signals from the surface of the substrate; and Wang fails to teach a controller configured to repeatedly scan a region across the substrate by varying over time respective phase shifts applied to the received acoustic signals received from respective acoustic sensors of the array of acoustic sensors, sum the phase-shifted received acoustic signals to generate a summed signal that selectively represents acoustic activity at the region on the substrate, the varying over time of the respective phase shifts thus generating a plurality of summed signals that represent acoustic activity at the region as the region scans across the substrate, detect a position on the substrate at which a polishing endpoint has been reached based on the plurality of summed signals. Wang(2) discloses a system and method for monitoring chemical mechanical polishing of a wafer, a process controller that is configured to control the operation of the apparatus by using a set of microphones to detect sound and transmit an electrical signal based on the detected sound. The system includes a signal processor to process the electrical signal to detect the sound source position (see abstract, para 0035 and 0036). It would have been obvious to one of ordinary skill in the art before effective filing date of the claimed invention to have modified Wang to include a controller configured to detect a position on the substrate at which a polishing endpoint has been reached based on received acoustic signals based on the teachings of Wang(2). This modification reduces the need for periodic optical observation of the wafer during the CMP process, and periodically stop the process and inspect the wafer to determine an endpoint has been reached. (see para 0005, 0015 of Wang(2)). Harada discloses a method to improve estimation accuracy of the distance and direction of a signal source by using beamforming processing. (abstract; Next, the operation of the passive ranging apparatus will be described. Signal X received by each receiver element of receiver array AA1 (t) to X ANA (t) are beamforming processing units 1-A Is output to The beamforming processing unit 1-A performs beamforming on each of the input signals so as to have the maximum sensitivity in the signal direction, and outputs the signals as a signal S A (t) to the correlation time difference measurement processing unit 2-1. The signals X B1 (t) to X BNB (t) received by each of the receiver elements of the receiver array B are output to the beamforming processing unit 1-B. The beamforming processing unit 1-B performs beamforming on each of the input signals so as to have the maximum sensitivity in the signal direction, and obtains the correlation time difference measurement processing units 2-1 and 2- as the signal S B (t). Output to 2. The signals X C1 (t) to X CNC (t) received by the respective wave receiver elements of the wave receiver array C are beam forming processing unit 1. Output to -C. The beamforming processing unit 1-C performs beamforming on each input signal so that the signal direction has the maximum sensitivity, and outputs the signal S C (t) to the correlation time difference measurement processing unit 2-2. The correlation time difference measurement processing unit 2-1 calculates the arrival time difference τ 1 between the input signals S A (t) and S B (t) and outputs it to the range calculation unit 4. In the correlation time difference measurement processing unit 2-2, the input signal S The arrival time difference τ 2 between B (t) and S C (t) is calculated and output to the range calculation unit 4. The wave receiver position register 3 records the mounting position of each wave receiver array, and outputs the position information to the range calculator 4. The range calculator 4 calculates the signal) Underbrink (US20150346314A1) discloses a system and method of determining a characteristic of a noise source where method includes scanning a region, summing phase-shifted acoustic signals, (para 0035-0041). Based on the teachings of Harada and Underbrink, would have been obvious to one of ordinary skill in the art before effective filing date of the claimed invention to have further modified Wang to include a controller configured to repeatedly scan a region across the substrate by varying over time respective phase shifts applied to the received acoustic signals received from respective acoustic sensors of the array of acoustic sensors, sum the phase-shifted received acoustic signals to generate a summed signal that selectively represents acoustic activity at the region on the substrate, the varying over time of the respective phase shifts thus generating a plurality of summed signals that represent acoustic activity at the region as the region scans across the substrate detect a position on the substrate at which a polishing endpoint has been reached based on the plurality of summed signals. This modification would help improve the process of determining the specific position and characteristic of a sound source. (see Harada abstract and Underbrink para 0035-0045). Regarding claim 10, modified Wang teaches wherein the controller is configured to, for each respective position of a plurality of positions of the region as region is repeatedly scanned across the substrate, monitor summed signals for a change that represents a polishing endpoint at the respective position corresponding to the respective summed signal. (see Harada abstract and and Wang para 0035-0040) Regarding claim 11, modified Wang teaches wherein the polishing endpoint comprises removal of a layer being polished to expose an underlying layer (see Wang col 6 lines 55-64). Regarding claim 12, modified Wang teaches wherein the controller is further configured to, prior to detecting a polishing endpoint in a zone, denoise the received acoustic signals from the array of acoustic sensors (see Wang col 6 lines 27-40 discloses band pass filter to eliminate low frequency components related to background noise). Regarding claim 13, modified Wang teaches wherein the array of acoustic sensors includes five or more acoustic sensors (see Wang col 5 lines 60-65). Regarding claim 14, Wang holding a substrate (18, figure 1)with a carrier head (16, figure 1) and bringing the surface of a substrate into contact with a polishing pad (14, figure 1); generating relative motion between the substrate and the polishing pad (col 3 lines 35-55); monitoring acoustic signals from the substrate from a plurality of sensors in the carrier head (col 3 lines 18-27, col 4 lines 9-30,col 4 lines 55-65). Wang fails to teach repeatedly scanning a region across the substrate by varying over time respective phase shifts applied to respective acoustic signals received from respective acoustic sensors of the plurality of acoustic sensors; summing the phase-shifted acoustic signals to generate a summed signal that selectively represents acoustic activity at the region on the substrate, the varying over time of the respective phase shifts thus generating a plurality of summed signals that represent acoustic activity at the region as the region scans across the substrate; detecting a position on the substrate at which a polishing endpoint has been reached based the plurality of summed signals; and modifying one or more polishing parameters to adjust the polishing operation based on a position on the substrate at which a polishing endpoint has been reached. Wang(2) discloses a system and method for monitoring chemical mechanical polishing of a wafer, a process controller that is configured to control the operation of the apparatus by using a set of microphones to detect sound and transmit an electrical signal based on the detected sound. The system includes a signal processor to process the electrical signal to detect the sound source position (see abstract, para 0035 and 0036). It would have been obvious to one of ordinary skill in the art before effective filing date of the claimed invention to have modified Wang to include a step of calculating a position of an acoustic event on the surface of the substrate based on the acoustic signals received from the plurality of sensors based on the teachings of Wang(2). This modification reduces the need for periodic optical observation of the wafer during the CMP process, and periodically stop the process and inspect the wafer to determine an endpoint has been reached. (see para 0005, 0015 of Wang(2).) Harada discloses a method to improve estimation accuracy of the distance and direction of a signal source by using beamforming processing. (abstract; Next, the operation of the passive ranging apparatus will be described. Signal X received by each receiver element of receiver array AA1 (t) to X ANA (t) are beamforming processing units 1-A Is output to The beamforming processing unit 1-A performs beamforming on each of the input signals so as to have the maximum sensitivity in the signal direction, and outputs the signals as a signal S A (t) to the correlation time difference measurement processing unit 2-1. The signals X B1 (t) to X BNB (t) received by each of the receiver elements of the receiver array B are output to the beamforming processing unit 1-B. The beamforming processing unit 1-B performs beamforming on each of the input signals so as to have the maximum sensitivity in the signal direction, and obtains the correlation time difference measurement processing units 2-1 and 2- as the signal S B (t). Output to 2. The signals X C1 (t) to X CNC (t) received by the respective wave receiver elements of the wave receiver array C are beam forming processing unit 1. Output to -C. The beamforming processing unit 1-C performs beamforming on each input signal so that the signal direction has the maximum sensitivity, and outputs the signal S C (t) to the correlation time difference measurement processing unit 2-2. The correlation time difference measurement processing unit 2-1 calculates the arrival time difference τ 1 between the input signals S A (t) and S B (t) and outputs it to the range calculation unit 4. In the correlation time difference measurement processing unit 2-2, the input signal S The arrival time difference τ 2 between B (t) and S C (t) is calculated and output to the range calculation unit 4. The wave receiver position register 3 records the mounting position of each wave receiver array, and outputs the position information to the range calculator 4. The range calculator 4 calculates the signal) Underbrink (US20150346314A1) discloses a system and method of determining a characteristic of a noise source where method includes scanning a region, summing phase-shifted acoustic signals. (para 0007-0012 0035-0042). Based on the teachings of Harada and Underbrink, it would have been obvious to one of ordinary skill in the art before effective filing date of the claimed invention to have further modified Wang to include repeatedly scanning a region across the substrate by varying over time respective phase shifts applied to respective acoustic signals received from respective acoustic sensors of the plurality of acoustic sensors; summing the phase-shifted acoustic signals to generate a summed signal that selectively represents acoustic activity at the region on the substrate, the varying over time of the respective phase shifts thus generating a plurality of summed signals that represent acoustic activity at the region as the region scans across the substrate; detecting a position on the substrate at which a polishing endpoint has been reached based the plurality of summed signals; and modifying one or more polishing parameters to adjust the polishing operation based on a position on the substrate at which a polishing endpoint has been reached. This modification would help improve the process of determining the specific position and characteristic of a sound source. (see Harada abstract and Underbrink para 0035-0045). Regarding claim 16, modified Wang teaches wherein the plurality of sensors monitor acoustic signals in a frequency range from 10 kHz to 200 kHz (see Wang col 6 lines 35-40). Regarding claim 18, modified Wang teaches wherein the array of acoustic sensors includes three or more acoustic sensors (see Wang col 5 lines 60-65). Claim(s) 17 and 19-20 is/are rejected under 35 U.S.C. 103 as being unpatentable over Wang (US6488569B1) cited in IDS in view of Wang et al (2) (US20190143474A1) cited in IDS , Harada (JPH08082666A) cited in IDS, Underbrink (US20150346314A1) cited in IDS as applied to claim 6 and 14 further in view Yavelberg (US 20150360343 A1) Regarding claims 17 and 19, modified Wang teaches all limitations stated above, but fails to teach wherein the acoustic sensor is a passive acoustic sensor. Yavekverg teaches chemical mechanical polishing carrier that has a passive acoustic sensor (para 0041). It would have been obvious to one of ordinary skill in the art before effective filing date of the claimed invention to have further modified Wang wherein the acoustic sensor is a passive acoustic sensor based on the teachings of Yavekverg. This modification would help ensure the sensor can perform in-situ detection/measurement. (see Yavekverg para 0041). Regarding claim 20, modified Wang teaches wherein the controller is configured to monitor acoustic signals from the acoustic sensors in a frequency range from 10 kHz to 200 kHz. (see Wang col 6 lines 35-40) Conclusion THIS ACTION IS MADE FINAL. 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 SARAH AKYAA FORDJOUR whose telephone number is (571)272-0390. The examiner can normally be reached Monday - Thursday 9:30am - 5:30pm and Friday 6:00am-3:00pm. 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, Monica Carter can be reached at 571-272-4475. 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. /SARAH AKYAA FORDJOUR/ Examiner, Art Unit 3723 /MONICA S CARTER/ Supervisory Patent Examiner, Art Unit 3723
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Prosecution Timeline

Jun 02, 2023
Application Filed
Feb 24, 2025
Response after Non-Final Action
Oct 01, 2025
Non-Final Rejection mailed — §103
Jan 21, 2026
Response Filed
May 27, 2026
Final Rejection mailed — §103
Jul 24, 2026
Response after Non-Final Action

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Prosecution Projections

2-3
Expected OA Rounds
52%
Grant Probability
80%
With Interview (+28.0%)
3y 1m (~0m remaining)
Median Time to Grant
Moderate
PTA Risk
Based on 139 resolved cases by this examiner. Grant probability derived from career allowance rate.

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