Prosecution Insights
Last updated: August 17, 2026
Application No. 18/930,795

IMPEDANCE MATCHING USING A TRAFFIC PATTERN IN A WIRELESS COMMUNICATION SYSTEM

Non-Final OA §103
Filed
Oct 29, 2024
Examiner
ALAM, FAYYAZ
Art Unit
2646
Tech Center
2600 — Communications
Assignee
Qualcomm Incorporated
OA Round
1 (Non-Final)
83%
Grant Probability
Favorable
1-2
OA Rounds
8m
Est. Remaining
95%
With Interview

Examiner Intelligence

Grants 83% — above average
83%
Career Allowance Rate
854 granted / 1024 resolved
+21.4% vs TC avg
Moderate +11% lift
Without
With
+11.2%
Interview Lift
resolved cases with interview
Typical timeline
2y 6m
Avg Prosecution
16 currently pending
Career history
1033
Total Applications
across all art units

Statute-Specific Performance

§101
4.9%
-35.1% vs TC avg
§103
52.4%
+12.4% vs TC avg
§102
12.4%
-27.6% vs TC avg
§112
13.8%
-26.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1024 resolved cases

Office Action

§103
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 . Information Disclosure Statement The information disclosure statement submitted has been considered by the Examiner and made of record in the application file. 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. The factual inquiries for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. Claims 1-4, 7-11, 14-18, and 20 are rejected under 35 U.S.C. 103 as being unpatentable over Sammeta USPN 9774362 in view of Chang USPN 2006/0183431. Consider claim 1, Sammeta discloses an apparatus for wireless communication (see fig. 1), the apparatus comprising: a processing system including one or more processors and further including one or more memories coupled to the one or more processors, the processing system configured to: dynamically adjust antenna impedance matching circuitry in accordance with a codeword and as a function of a 650, one or more tuning parameters for the current tuner code of the user device are measured (i.e., a first set of one or more tuning parameter measurements). Exemplary tuning parameters that may be measure include an RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”; fig. 7: “TUNER CODE”); and perform a wireless communication operation associated with the However, Sammeta does not explicitly disclose traffic pattern. In the related field of endeavor, Chang discloses traffic pattern (see abstract; fig. 4: 228 “ENTER TRAFFIC STATE”; “…communication device antenna matching circuit tuning responsive to power control signals, and, optionally, responsive to received signal quality indicators in a traffic channel. Systems and methods are provided that increase the antenna efficiency in either the transmit frequency or the receive frequency as needed, based on fading and environmental conditions, non-ideal antenna efficiency balance, mobile station forward versus reverse link usage and system forward versus reverse link usage. The antenna efficiency may be changed incrementally or may be optimized completely for the transmit frequency or the receive frequency…”). Therefore, it would have been obvious to one of ordinary skill in the art at a time before the effective filing date of the claimed subject matter to combine the antenna tuning of Sammeta and communication based tuning of Chang in order to arrive at the instant recitation to provide optimized wireless communication. Consider claim 2 as applied to respective claim, Sammeta as modified discloses the processing system is further configured to select the codeword by optimizing an objective function (see fig. 6: “…block 650, one or more tuning parameters for the current tuner code of the user device are measured (i.e., a first set of one or more tuning parameter measurements). Exemplary tuning parameters that may be measure include an RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”; inherent, see e.g., Chen USPN 2025/0175175 “…adjustment modifies the antenna's impedance matching characteristics and radiation pattern, thereby improving performance metrics such as total radiated power (TRP) and total isotropic sensitivity…”). Consider claim 3 as applied to respective claim, Sammeta as modified discloses the objective function is associated with one or more of a bits-per-joule parameter, a latency parameter, a power consumption parameter, or another parameter (see fig. 6: “…block 650, one or more tuning parameters for the current tuner code of the user device are measured (i.e., a first set of one or more tuning parameter measurements). Exemplary tuning parameters that may be measure include an RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”; inherent, see e.g., Chen USPN 2025/0175175 “…adjustment modifies the antenna's impedance matching characteristics and radiation pattern, thereby improving performance metrics such as total radiated power (TRP) and total isotropic sensitivity…”). Consider claim 4 as applied to respective claim, Sammeta as modified discloses the processing system is further configured to identify a subset of codewords from a codebook based on one or more criteria and to sub-select the codeword from the subset by optimizing the objective function for the subset of codewords (see fig. 6: “…one or more tuning parameters improved based on a comparison of the measurements of the first set of tuning parameters (measured for the initial/current tuner code) to the second set of tuning parameters (measured for the modified tuner code). In an implementation, the comparison may indicate an improvement in the tuning parameters if the second set of tuning parameters are closer in value to one or more predetermined desired tuning parameter values than the first set of tuning parameters. In an implementation, the comparison may indicate a lack of improvement in the tuning parameters if the first set of tuning parameters are closer in value to the predetermined desired tuning parameter value than the second set of tuning parameters. In an implementation, a predetermined desired tuning parameter value (or range of values) may be maintained for each of the multiple tuning parameters (e.g., a RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”). Consider claim 7 as applied to respective claim, Sammeta as modified discloses the codeword is included in a codebook of candidate settings associated with the antenna impedance matching circuitry, and wherein the codeword corresponds to a particular setting of the candidate settings (see fig. 6: “…one or more tuning parameters improved based on a comparison of the measurements of the first set of tuning parameters (measured for the initial/current tuner code) to the second set of tuning parameters (measured for the modified tuner code). In an implementation, the comparison may indicate an improvement in the tuning parameters if the second set of tuning parameters are closer in value to one or more predetermined desired tuning parameter values than the first set of tuning parameters. In an implementation, the comparison may indicate a lack of improvement in the tuning parameters if the first set of tuning parameters are closer in value to the predetermined desired tuning parameter value than the second set of tuning parameters. In an implementation, a predetermined desired tuning parameter value (or range of values) may be maintained for each of the multiple tuning parameters (e.g., a RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”; fig. 7: “tuner code”). Consider claim 8, Stammeta discloses a method of wireless communication performed by a device, the method comprising: dynamically adjusting antenna impedance matching circuitry in accordance with a codeword and as a function of a traffic pattern (see fig. 6: “…block 650, one or more tuning parameters for the current tuner code of the user device are measured (i.e., a first set of one or more tuning parameter measurements). Exemplary tuning parameters that may be measure include an RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”; fig. 7: “TUNER CODE”); and performing a wireless communication operation associated with the traffic pattern and in accordance with the codeword (see fig. 1). However, Sammeta does not explicitly disclose traffic pattern. In the related field of endeavor, Chang discloses traffic pattern (see abstract; fig. 4: 228 “ENTER TRAFFIC STATE”; “…communication device antenna matching circuit tuning responsive to power control signals, and, optionally, responsive to received signal quality indicators in a traffic channel. Systems and methods are provided that increase the antenna efficiency in either the transmit frequency or the receive frequency as needed, based on fading and environmental conditions, non-ideal antenna efficiency balance, mobile station forward versus reverse link usage and system forward versus reverse link usage. The antenna efficiency may be changed incrementally or may be optimized completely for the transmit frequency or the receive frequency…”). Therefore, it would have been obvious to one of ordinary skill in the art at a time before the effective filing date of the claimed subject matter to combine the antenna tuning of Sammeta and communication based tuning of Chang in order to arrive at the instant recitation to provide optimized wireless communication. Consider claim 9 as applied to respective claim, Sammeta as modified discloses selecting the codeword by optimizing an objective function (see fig. 6: “…block 650, one or more tuning parameters for the current tuner code of the user device are measured (i.e., a first set of one or more tuning parameter measurements). Exemplary tuning parameters that may be measure include an RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”; inherent, see e.g., Chen USPN 2025/0175175 “…adjustment modifies the antenna's impedance matching characteristics and radiation pattern, thereby improving performance metrics such as total radiated power (TRP) and total isotropic sensitivity…”). Consider claim 10 as applied to respective claim, Sammeta as modified discloses the objective function is associated with one or more of a bits-per-joule parameter, a latency parameter, a power consumption parameter, or another parameter (see fig. 6: “…block 650, one or more tuning parameters for the current tuner code of the user device are measured (i.e., a first set of one or more tuning parameter measurements). Exemplary tuning parameters that may be measure include an RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”; inherent, see e.g., Chen USPN 2025/0175175 “…adjustment modifies the antenna's impedance matching characteristics and radiation pattern, thereby improving performance metrics such as total radiated power (TRP) and total isotropic sensitivity…”). Consider claim 11 as applied to respective claim, Sammeta as modified discloses identifying a subset of codewords from a codebook based on one or more criteria, wherein selecting the codeword includes sub-selecting the codeword from the subset by optimizing the objective function for the subset of codewords (see fig. 6: “…one or more tuning parameters improved based on a comparison of the measurements of the first set of tuning parameters (measured for the initial/current tuner code) to the second set of tuning parameters (measured for the modified tuner code). In an implementation, the comparison may indicate an improvement in the tuning parameters if the second set of tuning parameters are closer in value to one or more predetermined desired tuning parameter values than the first set of tuning parameters. In an implementation, the comparison may indicate a lack of improvement in the tuning parameters if the first set of tuning parameters are closer in value to the predetermined desired tuning parameter value than the second set of tuning parameters. In an implementation, a predetermined desired tuning parameter value (or range of values) may be maintained for each of the multiple tuning parameters (e.g., a RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”). Consider claim 14 as applied to respective claim, Sammeta as modified discloses the codeword is included in a codebook of candidate settings associated with the antenna impedance matching circuitry, and wherein the codeword corresponds to a particular setting of the candidate settings (see fig. 6: “…one or more tuning parameters improved based on a comparison of the measurements of the first set of tuning parameters (measured for the initial/current tuner code) to the second set of tuning parameters (measured for the modified tuner code). In an implementation, the comparison may indicate an improvement in the tuning parameters if the second set of tuning parameters are closer in value to one or more predetermined desired tuning parameter values than the first set of tuning parameters. In an implementation, the comparison may indicate a lack of improvement in the tuning parameters if the first set of tuning parameters are closer in value to the predetermined desired tuning parameter value than the second set of tuning parameters. In an implementation, a predetermined desired tuning parameter value (or range of values) may be maintained for each of the multiple tuning parameters (e.g., a RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”; fig. 7: “tuner code”). Consider claim 15, Stammeta discloses a non-transitory computer-readable medium storing instructions executable by one or more processors to initiate, perform, or control operations, the operations comprising: dynamically adjusting antenna impedance matching circuitry in accordance with a codeword and as a function of a traffic pattern (see fig. 6: “…block 650, one or more tuning parameters for the current tuner code of the user device are measured (i.e., a first set of one or more tuning parameter measurements). Exemplary tuning parameters that may be measure include an RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”; fig. 7: “TUNER CODE”); and performing a wireless communication operation associated with the traffic pattern and in accordance with the codeword (see fig. 1). However, Sammeta does not explicitly disclose traffic pattern. In the related field of endeavor, Chang discloses traffic pattern (see abstract; fig. 4: 228 “ENTER TRAFFIC STATE”; “…communication device antenna matching circuit tuning responsive to power control signals, and, optionally, responsive to received signal quality indicators in a traffic channel. Systems and methods are provided that increase the antenna efficiency in either the transmit frequency or the receive frequency as needed, based on fading and environmental conditions, non-ideal antenna efficiency balance, mobile station forward versus reverse link usage and system forward versus reverse link usage. The antenna efficiency may be changed incrementally or may be optimized completely for the transmit frequency or the receive frequency…”). Therefore, it would have been obvious to one of ordinary skill in the art at a time before the effective filing date of the claimed subject matter to combine the antenna tuning of Sammeta and communication based tuning of Chang in order to arrive at the instant recitation to provide optimized wireless communication. Consider claim 16 as applied to respective claim, Sammeta as modified discloses the operations further comprise selecting the codeword by optimizing an objective function (see fig. 6: “…block 650, one or more tuning parameters for the current tuner code of the user device are measured (i.e., a first set of one or more tuning parameter measurements). Exemplary tuning parameters that may be measure include an RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”; inherent, see e.g., Chen USPN 2025/0175175 “…adjustment modifies the antenna's impedance matching characteristics and radiation pattern, thereby improving performance metrics such as total radiated power (TRP) and total isotropic sensitivity…”). Consider claim 17 as applied to respective claim, Sammeta as modified discloses the objective function is associated with one or more of a bits-per-joule parameter, a latency parameter, a power consumption parameter, or another parameter (see fig. 6: “…block 650, one or more tuning parameters for the current tuner code of the user device are measured (i.e., a first set of one or more tuning parameter measurements). Exemplary tuning parameters that may be measure include an RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”; inherent, see e.g., Chen USPN 2025/0175175 “…adjustment modifies the antenna's impedance matching characteristics and radiation pattern, thereby improving performance metrics such as total radiated power (TRP) and total isotropic sensitivity…”). Consider claim 18 as applied to respective claim, Sammeta as modified discloses the operations further comprise identifying a subset of codewords from a codebook based on one or more criteria, and wherein selecting the codeword includes sub-selecting the codeword from the subset by optimizing the objective function for the subset of codewords (see fig. 6: “…one or more tuning parameters improved based on a comparison of the measurements of the first set of tuning parameters (measured for the initial/current tuner code) to the second set of tuning parameters (measured for the modified tuner code). In an implementation, the comparison may indicate an improvement in the tuning parameters if the second set of tuning parameters are closer in value to one or more predetermined desired tuning parameter values than the first set of tuning parameters. In an implementation, the comparison may indicate a lack of improvement in the tuning parameters if the first set of tuning parameters are closer in value to the predetermined desired tuning parameter value than the second set of tuning parameters. In an implementation, a predetermined desired tuning parameter value (or range of values) may be maintained for each of the multiple tuning parameters (e.g., a RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”). Consider claim 20 as applied to respective claim, Sammeta as modified discloses the codeword is included in a codebook of candidate settings associated with the antenna impedance matching circuitry, and wherein the codeword corresponds to a particular setting of the candidate settings (see fig. 6: “…one or more tuning parameters improved based on a comparison of the measurements of the first set of tuning parameters (measured for the initial/current tuner code) to the second set of tuning parameters (measured for the modified tuner code). In an implementation, the comparison may indicate an improvement in the tuning parameters if the second set of tuning parameters are closer in value to one or more predetermined desired tuning parameter values than the first set of tuning parameters. In an implementation, the comparison may indicate a lack of improvement in the tuning parameters if the first set of tuning parameters are closer in value to the predetermined desired tuning parameter value than the second set of tuning parameters. In an implementation, a predetermined desired tuning parameter value (or range of values) may be maintained for each of the multiple tuning parameters (e.g., a RSSI value, a transmission level value, a return loss value, an antenna input impedance value…”; fig. 7: “tuner code”). Allowable Subject Matter Claims 5-6, 12-13, and 19 are objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. The following is a statement of reasons for the indication of allowable subject matter: See respective instant recitations. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. See Notice of Reference Cited for state of the art. Calzolari USPN 2023/0061864 discloses adaptively tuning a wireless data transmission system in an electronic device, including receiving one or more operating characteristics of a wireless data transmission system of a device; determining, using a wireless data transmission system configuration model, a target wireless data transmission system configuration based on the one or more operating characteristics; and implementing the target wireless data transmission system configuration in the wireless data transmission system. Yu USPN 11218181 discloses wireless communication device (UE) may conduct wireless communications using one or more antennas according to multiple radio access technologies (RAT) associated with corresponding operating frequency bands. The UE may perform adaptive antenna tuning, for example, application-based antenna tuning for increasing the operating efficiency of the UE, which may improve user experience. The UE may periodically identify one or more applications running on the UE, the respective RATs that support the (running) applications, and which of the corresponding frequency bands are used by the (running) applications. The UE may determine the tuner device settings for tuning the one or more antenna(s) based on the (running) applications or the type and/or priority of the (running) applications, which RATs support the running applications, which of the corresponding frequency bands are used by the (running) applications, and operating conditions associated with the frequency bands used by the (running) applications. Any response to this Office Action should be faxed to (571) 273-8300 or mailed to: Commissioner for Patents P.O. Box 1450 Alexandria, VA 22313-1450 Hand-delivered responses should be brought to Customer Service Window Randolph Building 401 Dulany Street Alexandria, VA 22314 Any inquiry concerning this communication or earlier communications from the Examiner should be directed to Fayyaz Alam whose telephone number is (571) 270-1102. The Examiner can normally be reached on Monday-Friday from 9:30am to 7:00pm. If attempts to reach the Examiner by telephone are unsuccessful, the Examiner’s supervisor, Jeanette Parker can be reached on (571) 270-3647. The fax phone number for the organization where this application or proceeding is assigned is (571) 273-8300. Information regarding the status of an application may be obtained from the Patent Application Information Retrieval (PAIR) system. Status information for published applications may be obtained from either Private PAIR or Public PAIR. Status information for unpublished applications is available through Private PAIR only. For more information about the PAIR system, see http://pair-direct.uspto.gov. Should you have questions on access to the Private PAIR system, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free) or 703-305-3028. Any inquiry of a general nature or relating to the status of this application or proceeding should be directed to the receptionist/customer service whose telephone number is (571) 272-2600. Fayyaz Alam July 25, 2026 /FAYYAZ ALAM/ Primary Examiner, Art Unit 2646
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Prosecution Timeline

Oct 29, 2024
Application Filed
Jul 29, 2026
Non-Final Rejection mailed — §103 (current)

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Prosecution Projections

1-2
Expected OA Rounds
83%
Grant Probability
95%
With Interview (+11.2%)
2y 6m (~8m remaining)
Median Time to Grant
Low
PTA Risk
Based on 1024 resolved cases by this examiner. Grant probability derived from career allowance rate.

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