Prosecution Insights
Last updated: August 17, 2026
Application No. 19/343,582

BED WITH FEATURES FOR ESTIMATING ENVIRONMENTAL TEMPERATURE

Non-Final OA §102
Filed
Sep 29, 2025
Priority
Sep 27, 2024 — provisional 63/700,465 +1 more
Examiner
GINES, GEORGE SAMUEL
Art Unit
3673
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
Sleep Number Corporation
OA Round
1 (Non-Final)
70%
Grant Probability
Favorable
1-2
OA Rounds
1y 7m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 70% — above average
70%
Career Allowance Rate
40 granted / 57 resolved
+18.2% vs TC avg
Strong +40% interview lift
Without
With
+40.2%
Interview Lift
resolved cases with interview
Typical timeline
2y 6m
Avg Prosecution
20 currently pending
Career history
82
Total Applications
across all art units

Statute-Specific Performance

§101
0.4%
-39.6% vs TC avg
§103
59.6%
+19.6% vs TC avg
§102
27.0%
-13.0% vs TC avg
§112
12.2%
-27.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 57 resolved cases

Office Action

§102
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 . Application Status Claims 1-20 are pending in this application. This communication is the first action on its merits. Claim Rejections - 35 USC § 102 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 the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. Claims 1-20 are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Karschnik (US 20230276948 A1). Regarding Claim 1, Karschnik discloses a system comprising: a bed (See Fig. 3, bed 302) having a mattress (“bed having a mattress”; [abstract]); a temperature sensor attached to the mattress (“sensor array 406 can be bed mounted sensors 900 such as temperature sensor 906”; [0160]), the temperature sensor configured to sense temperature and transmit temperature readings to computing hardware (See Fig. 4A, “system 400 includes a sensor array 406 that can include one or more sensors configured to sense physical phenomenon of the environment and/or bed, and to report such sensing back to the pump motherboard 402”; [0134]); a temperature modulating unit configured to adjust a microclimate temperature of a microclimate of the bed (See Fig. 4A, controller array 408 can adjust temperature parameter; [0135]); and the computing hardware configured to: receive a stream of temperature readings from the temperature sensor (“continuous stream of traffic”; [0136]); calculate an estimated environmental temperature based on the stream of temperature readings (See Fig. 4A, “system 400 includes a sensor array 406 that can include one or more sensors configured to sense physical phenomenon of the environment and/or bed, and to report such sensing back to the pump motherboard 402”; [0134]), wherein when the computing hardware determines that a user is present in the bed (“processor 136 can determine that the user is present on the bed 112”; [0061]), the estimated environmental temperature is calculated using at least one temperature reading in the stream of temperature readings detected before the user was determined to enter the bed (“user may desire the second side of the bed to be a certain temperature before the user enters the bed”; [0272]); determine a temperature adjustment setting based on the estimated environmental temperature reading; and activate the temperature modulating unit to adjust the microclimate temperature according to the temperature adjustment setting (See [0091], the user 308 can indicate a desired sleeping temperature wherein the desired microclimate temperature can be achieved using the ambient readings from the thermostat 316 or sensor array 406 and the bed 302 readings). PNG media_image1.png 549 744 media_image1.png Greyscale Regarding Claim 2, Karschnik discloses the system of claim 1, wherein the computing hardware determines the temperature adjustment that promotes higher sleep quality for the user (“the behavior analysis module 1700 can determine whether temperature adjustments should be made to the bed's environment and/or components of the bed in order to improve the user's sleep quality and overall comfortability”; [0201]). Regarding Claim 3, Karschnik discloses the system of claim 1, wherein the estimated environmental temperature is further based on a current time (“current environmental temperature”; [0090]). Regarding Claim 4, Karschnik discloses the system of claim 1, wherein the at least one temperature reading in the stream of temperature readings detected before the user was determined to enter the bed includes one or more temperature readings detected over a sliding time window before determining that the user has entered the bed. (See [0297], computer system 1904 using temperature sensors 1916A-N can detect a spike of temperature change leading to evidence a user has entered the bed, see [0298], system 1904 can determine an average temperature and determine if temperature is increasing/decreasing implying a sliding time window). Regarding Claim 5, Karschnik discloses the system of claim 1, wherein the computing hardware is further configured to activate a temperature modulating unit before the user is determined to be present in the bed (“heat routine can be activated at the second side of the bed 30 minutes before the user is expected to enter the bed”; [0265]); and wherein the at least one temperature reading in the stream of temperature readings detected before the user was determined to enter the bed includes one or more temperature readings detected over a sliding time window before the activation of the temperature modulating unit (See [0297], computer system 1904 using temperature sensors 1916A-N can detect a spike of temperature change leading to evidence a user has entered the bed, see [0298], system 1904 can determine an average temperature and determine if temperature is increasing/decreasing implying a sliding time window). Regarding Claim 6, Karschnik discloses the system of claim 5, wherein a mean value of the temperature readings detected over the sliding time window is used to calculate the estimated environmental temperature (“The behavior analysis module 1700 can also access the temperature sensor 906 to detect a temperature in the bed's environment and/or one or more microclimates in the bed. Using this data, the behavior analysis module 1700 can determine whether temperature adjustments should be made to the bed's environment and/or components of the bed in order to improve the user's sleep quality and overall comfortability”; [0201]). Regarding Claim 7, Karschnik discloses the system of claim 5, wherein to calculate the estimated environmental temperature includes to provide the one or more temperature readings in the stream of temperature readings as an input to a machine learning model that outputs the estimated environmental temperature (“The behavior analysis module 1700 can also access the temperature sensor 906 to detect a temperature in the bed's environment and/or one or more microclimates in the bed. Using this data, the behavior analysis module 1700 can determine whether temperature adjustments should be made to the bed's environment and/or components of the bed in order to improve the user's sleep quality and overall comfortability”; [0201]). Regarding Claim 8, Karschnik discloses the system of claim 1, wherein to determine the temperature adjustment setting includes to: calculate a duration to activate the temperature modulating unit in order to adjust the microclimate temperature of the bed to a target temperature based on the estimated environmental temperature (“can accordingly send control signals to a heating pad located on the user 308's side of the bed to raise the temperature of the portion of the surface of the bed 302 where the user 308 is located until the user 308's desired temperature is achieved”; [0091]). Regarding Claim 9, Karschnik discloses the system of claim 1, wherein the temperature modulating unit includes a fan assembly (“the fan can provide the ambient air into the second user's side of the mattress until the microclimate of this side of the mattress reaches user-desired temperature preferences, the microclimate maintains a constant temperature for a predetermined amount of time, the second user enters the bed system, and/or a heat or cool routine is activated on the second user's side of the mattress”; [0006]). Regarding Claim 10, Karschnik discloses the system of claim 9, wherein the fan assembly is configured to introduce air from an environment of the bed to the microclimate of the bed to decrease the microclimate temperature of the bed (“the fan can provide the ambient air into the second user's side of the mattress until the microclimate of this side of the mattress reaches user-desired temperature preferences, the microclimate maintains a constant temperature for a predetermined amount of time, the second user enters the bed system, and/or a heat or cool routine is activated on the second user's side of the mattress”; [0006]). Regarding Claim 11, Karschnik discloses the system of claim 9, wherein the fan assembly is configured to introduce heated air into the microclimate of the bed to increase the microclimate temperature of the bed (“the fan can provide the ambient air into the second user's side of the mattress until the microclimate of this side of the mattress reaches user-desired temperature preferences, the microclimate maintains a constant temperature for a predetermined amount of time, the second user enters the bed system, and/or a heat or cool routine is activated on the second user's side of the mattress”; [0006]). Regarding Claim 12, Karschnik discloses the system of claim 1, wherein the temperature sensor is the temperature sensor in a temperature sensor array (“array 1918A of temperature sensors 1916A-N”; [0228]) that is closest to an edge of the bed (“midpoint of the bed system 1902 to a lateral edge of the respective first and second sides 1914A and 1914B”; [0231]). Regarding Claim 13, Karschnik discloses the system of claim 1, wherein the temperature sensor includes multiple sensors in a temperature sensor array (“at least one sensor 1912A-N can be an ambient air thermocouple configured to detect temperature in an environment surrounding the bed system 1902”; [0236]). Regarding Claim 14, Karschnik discloses the system of claim 1, wherein the computing hardware is configured to determine that the user has entered the bed by detecting a change of temperature using temperature readings from the temperature sensor (See [0297], computer system 1904 using temperature sensors 1916A-N can detect a spike of temperature change leading to evidence a user has entered the bed). Regarding Claim 15, Karschnik discloses the system of claim 1, wherein the computing hardware is configured to determine that the user has entered the bed based on a current time and a predetermined bedtime for the user (See [0109], control circuitry can determine a typical bed time range, create a buffer, and when bed presence is sensed, can assume the user is going to bed for the evening). Regarding Claim 16, Karschnik discloses the system of claim 1, wherein the computing hardware includes at least one processor and at least one memory (See Fig. 2, processor 136 and memory 137). PNG media_image2.png 794 528 media_image2.png Greyscale Regarding Claim 17, Karschnik discloses the system of claim 1, wherein the computing hardware includes a server (See Fig. 12, server hardware 1204). PNG media_image3.png 539 645 media_image3.png Greyscale Regarding Claim 18, Karschnik discloses the system of claim 1, wherein the computing hardware includes a bed system controller (See Fig. 4A, controller array 408). Regarding Claim 19, Karschnik discloses a method comprising: receiving, at computing hardware, a stream of temperature readings from a temperature sensor positioned in or on a mattress of a bed; calculating, by the computing hardware, an estimated environmental temperature based on the stream of temperature readings (See Fig. 4A, “system 400 includes a sensor array 406 that can include one or more sensors configured to sense physical phenomenon of the environment and/or bed, and to report such sensing back to the pump motherboard 402”; [0134], “continuous stream of traffic”; [0136]), wherein when the computing hardware determines that a user is present in the bed (“processor 136 can determine that the user is present on the bed 112”; [0061]), the estimated environmental temperature is calculated using at least one temperature reading in the stream of temperature readings detected before the user was determined to enter the bed (“user may desire the second side of the bed to be a certain temperature before the user enters the bed”; [0272]); determining, by the computing hardware, a temperature adjustment setting based on the estimated environmental temperature reading; and activating, by the computing hardware, the temperature modulating unit to adjust a microclimate temperature of the bed according to the temperature adjustment setting (See [0091], the user 308 can indicate a desired sleeping temperature wherein the desired microclimate temperature can be achieved using the ambient readings from the thermostat 316 or sensor array 406 and the bed 302 readings). Regarding Claim 20, Karschnik discloses the method of claim 19, wherein calculating the estimated environmental temperature includes providing the one or more temperature readings in the stream of temperature readings as an input to a machine learning model that outputs the estimated environmental temperature (“The behavior analysis module 1700 can also access the temperature sensor 906 to detect a temperature in the bed's environment and/or one or more microclimates in the bed. Using this data, the behavior analysis module 1700 can determine whether temperature adjustments should be made to the bed's environment and/or components of the bed in order to improve the user's sleep quality and overall comfortability”; [0201]). Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure: US 11241100 B2: Chapin discloses a temperature regulating mattress system providing dynamic adjustment of temperature, further configured to model a thermal relationship between a microclimate and a mattress surface. US 20230084941 A1: Tsern discloses a bed including components to control temperature of a sleep surface dependant on various inputs such as ambient room temperature. Any inquiry concerning this communication or earlier communications from the examiner should be directed to GEORGE SAMUEL GINES whose telephone number is (571)270-0968. The examiner can normally be reached Monday - Friday 7:30am - 5:00pm. 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, Justin Mikowski can be reached at (571) 272-8525. 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. /GEORGE SAMUEL GINES/Examiner, Art Unit 3673 /JUSTIN C MIKOWSKI/Supervisory Patent Examiner, Art Unit 3673
Read full office action

Prosecution Timeline

Sep 29, 2025
Application Filed
Jul 13, 2026
Non-Final Rejection mailed — §102 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12690690
FOLDABLE AND ADJUSTABLE FRAME
2y 9m to grant Granted Jul 28, 2026
Patent 12690997
Infant Limited Movement Restrainer Device
1y 11m to grant Granted Jul 28, 2026
Patent 12685604
ROBOTIC SURGICAL STATION
3y 2m to grant Granted Jul 21, 2026
Patent 12678358
CONTACT AND SUPPORT STRUCTURES COMPRISING A PLURALITY OF FINGERS
2y 5m to grant Granted Jul 14, 2026
Patent 12661029
MAGNETIC RESONANCE SYSTEMS HAVING ULTRA-WIDE BORES AND PATIENT SUPPORT ASSEMBLIES WITH PRECISE POSITIONING
3y 5m to grant Granted Jun 23, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.
Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2
Expected OA Rounds
70%
Grant Probability
99%
With Interview (+40.2%)
2y 6m (~1y 7m remaining)
Median Time to Grant
Low
PTA Risk
Based on 57 resolved cases by this examiner. Grant probability derived from career allowance rate.

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month