Patents by Inventor Isaac T. Miller
Isaac T. Miller has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Patent number: 12066344Abstract: Described herein are techniques to enable a mobile device to perform multi-source estimation of an altitude for a location. A baseline altitude may be determined at ground level for a location and used to calibrate a barometric pressure sensor on the mobile device. The calibrated barometric pressure sensor can then estimate changes in altitude relative to ground level based on detected pressure differentials, allowing a relative altitude to ground to be determined. Baseline calibration for the barometric sensor calibration can be performed to determine an ambient ground-level barometric pressure.Type: GrantFiled: January 29, 2021Date of Patent: August 20, 2024Assignee: Apple Inc.Inventors: Lei Wang, William J. Bencze, Kumar Gaurav Chhokra, Fatemeh Ghafoori, Stephen P. Jackson, Cheng Jia, Yi-Wen Liao, Glenn D. Macgougan, Isaac T. Miller, Alexandru Popovici, Christina Selle, Aditya Narain Srivastava, Richard Warren, Michael P. Dal Santo, Pejman Lotfali Kazemi
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Patent number: 12055403Abstract: A device implementing a system for estimating device orientation includes at least one processor configured to obtain a first estimate for a heading of a device, the first estimate being based on output from a magnetometer of the device. The at least one processor is further configured to capture image data using an image sensor of the device, and determine at least one second estimate of the heading based on correlating the image data with mapping data. The at least one processor is further configured to determine a bias associated with output of the magnetometer based on the first estimate and the at least one second estimate, and adjusting output of the magnetometer based on the determined bias.Type: GrantFiled: September 25, 2019Date of Patent: August 6, 2024Assignee: Apple Inc.Inventors: Saurabh Godha, Hyojoon Bae, Isaac T. Miller, Robert W. Mayor
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Patent number: 11943679Abstract: Location mapping and navigation user interfaces may be generated and presented via mobile computing devices. A mobile device may detect its location and orientation using internal systems, and may capture image data using a device camera. The mobile device also may retrieve map information from a map server corresponding to the current location of the device. Using the image data captured at the device, the current location data, and the corresponding local map information, the mobile device may determine or update a current orientation reading for the device. Location errors and updated location data also may be determined for the device, and a map user interface may be generated and displayed on the mobile device using the updated device orientation and/or location data.Type: GrantFiled: July 8, 2022Date of Patent: March 26, 2024Assignee: Apple Inc.Inventors: Robert William Mayor, Isaac T. Miller, Adam S. Howell, Vinay R. Majjigi, Oliver Ruepp, Daniel Ulbricht, Oleg Naroditsky, Christian Lipski, Sean P. Cier, Hyojoon Bae, Saurabh Godha, Patrick J. Coleman
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Publication number: 20230393285Abstract: In accordance with one or more implementations, a method includes receiving, with an electronic device, a first satellite signal and a second satellite signal and determining whether the first satellite signal is LOS. The determining is based on a signal strength of the first satellite signal. The method also includes determining whether the second satellite signal is non-LOS. The determining is based on a signal strength of the second satellite signal. The method further includes estimating a location of the electronic device based on the first satellite signal and the second satellite signal in response to determining that the first satellite signal is LOS and that the second satellite signal is non-LOS.Type: ApplicationFiled: January 26, 2023Publication date: December 7, 2023Inventors: Mark G. PETOVELLO, Qutub Salman SYED, Mojtaba BAHRAMI, Isaac T. MILLER
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Patent number: 11828857Abstract: A device implementing a system for estimating device position includes at least one processor configured to receive a first sensor measurement of a device at a first time, the first sensor measurement having a first variance in measurement error, and to receive a second sensor measurement of the device at a second time, the second sensor measurement having a second variance in measurement error. The at least one processor is further configured to determine a speed of the device based on at least one of the first or second sensor measurements, and adjust the second variance in measurement error based on the determined speed. The at least one processor is further configured to estimate a device position based at least in part on the first variance in measurement error and the adjusted second variance in measurement error.Type: GrantFiled: November 28, 2022Date of Patent: November 28, 2023Assignee: Apple Inc.Inventors: Mark G. Petovello, Isaac T. Miller, Kenneth M. Pesyna, Jr.
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Publication number: 20230314624Abstract: A device implementing a system for device orientation initialization includes at least one processor configured to determine that the device is within or coupled to a vehicle in motion. The at least one processor is configured to employ, in response to the determining, a first position estimation model to estimate a position of the device, and detect occurrence of a predefined condition with respect to employing the first position estimation model. The at least one processor is further configured to switch, in response to detecting occurrence of the predefined condition, from employing the first position estimation model to employing a second position estimation model to estimate the position of the device. The first and second position estimation model apply different respective error state metrics in estimating the position of the device.Type: ApplicationFiled: June 9, 2023Publication date: October 5, 2023Inventors: Isaac T. MILLER, Mark G. PETOVELLO
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Patent number: 11709279Abstract: A device implementing a system for device orientation initialization includes at least one processor configured to determine that the device is within or coupled to a vehicle in motion. The at least one processor is configured to employ, in response to the determining, a first position estimation model to estimate a position of the device, and detect occurrence of a predefined condition with respect to employing the first position estimation model. The at least one processor is further configured to switch, in response to detecting occurrence of the predefined condition, from employing the first position estimation model to employing a second position estimation model to estimate the position of the device. The first and second position estimation model apply different respective error state metrics in estimating the position of the device.Type: GrantFiled: December 12, 2019Date of Patent: July 25, 2023Assignee: Apple Inc.Inventors: Isaac T. Miller, Mark G. Petovello
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Patent number: 11711565Abstract: A device implementing a system for estimating device location includes at least one processor configured to receive a first estimated position of the device at a first time. The at least one processor is further configured to capture, using an image sensor of the device, images during a time period defined by the first time and a second time, and determine, based on the images, a second estimated position of the device, the second estimated position being relative to the first estimated position. The at least one processor is further configured to receive a third estimated position of the device at the second time, and estimate a location of the device based on the second estimated position and the third estimated position.Type: GrantFiled: January 19, 2022Date of Patent: July 25, 2023Assignee: Apple Inc.Inventors: Hyojoon Bae, Isaac T. Miller, Robert W. Mayor
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Publication number: 20230114527Abstract: A device implementing a system for estimating device position includes at least one processor configured to receive a first sensor measurement of a device at a first time, the first sensor measurement having a first variance in measurement error, and to receive a second sensor measurement of the device at a second time, the second sensor measurement having a second variance in measurement error. The at least one processor is further configured to determine a speed of the device based on at least one of the first or second sensor measurements, and adjust the second variance in measurement error based on the determined speed. The at least one processor is further configured to estimate a device position based at least in part on the first variance in measurement error and the adjusted second variance in measurement error.Type: ApplicationFiled: November 28, 2022Publication date: April 13, 2023Inventors: Mark G. PETOVELLO, Isaac T. MILLER, Kenneth M. PESYNA, JR.
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Patent number: 11513234Abstract: A device implementing a system for estimating device position includes at least one processor configured to receive a first sensor measurement of a device at a first time, the first sensor measurement having a first variance in measurement error, and to receive a second sensor measurement of the device at a second time, the second sensor measurement having a second variance in measurement error. The at least one processor is further configured to determine a speed of the device based on at least one of the first or second sensor measurements, and adjust the second variance in measurement error based on the determined speed. The at least one processor is further configured to estimate a device position based at least in part on the first variance in measurement error and the adjusted second variance in measurement error.Type: GrantFiled: May 1, 2020Date of Patent: November 29, 2022Assignee: Apple Inc.Inventors: Mark G. Petovello, Isaac T. Miller, Kenneth M. Pesyna, Jr.
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Publication number: 20220345849Abstract: Location mapping and navigation user interfaces may be generated and presented via mobile computing devices. A mobile device may detect its location and orientation using internal systems, and may capture image data using a device camera. The mobile device also may retrieve map information from a map server corresponding to the current location of the device. Using the image data captured at the device, the current location data, and the corresponding local map information, the mobile device may determine or update a current orientation reading for the device. Location errors and updated location data also may be determined for the device, and a map user interface may be generated and displayed on the mobile device using the updated device orientation and/or location data.Type: ApplicationFiled: July 8, 2022Publication date: October 27, 2022Applicant: Apple Inc.Inventors: Robert William Mayor, Isaac T. Miller, Adam S. Howell, Vinay R. Majjigi, Oliver Ruepp, Daniel Ulbricht, Oleg Naroditsky, Christian Lipski, Sean P. Cier, Hyojoon Bae, Saurabh Godha, Patrick J. Coleman
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Patent number: 11441906Abstract: A device implementing a system for estimating device location includes at least one processor configured to receive a first and second set of signals, each set corresponding to location data and being received based on a sampling interval. The at least one processor is configured to, for each sampling period defined by the sampling interval, obtain sensor data corresponding to device motion during the sampling period, determine an orientation of the device relative to that of the vehicle based on the sensor data, calculate a non-holonomic constraint based on the orientation of the device relative to that of the vehicle such that the non-holonomic constraint is iteratively updated, and estimate a device state based on the non-holonomic constraint.Type: GrantFiled: July 8, 2020Date of Patent: September 13, 2022Assignee: Apple Inc.Inventors: Changlin Ma, Isaac T. Miller
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Patent number: 11412350Abstract: Location mapping and navigation user interfaces may be generated and presented via mobile computing devices. A mobile device may detect its location and orientation using internal systems, and may capture image data using a device camera. The mobile device also may retrieve map information from a map server corresponding to the current location of the device. Using the image data captured at the device, the current location data, and the corresponding local map information, the mobile device may determine or update a current orientation reading for the device. Location errors and updated location data also may be determined for the device, and a map user interface may be generated and displayed on the mobile device using the updated device orientation and/or location data.Type: GrantFiled: September 19, 2019Date of Patent: August 9, 2022Assignee: Apple Inc.Inventors: Robert William Mayor, Isaac T. Miller, Adam S. Howell, Vinay R. Majjigi, Oliver Ruepp, Daniel Ulbricht, Oleg Naroditsky, Christian Lipski, Sean P. Cier, Hyojoon Bae, Saurabh Godha, Patrick J. Coleman
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Publication number: 20220137237Abstract: A device implementing a system for estimating device location includes at least one processor configured to receive a first estimated position of the device at a first time. The at least one processor is further configured to capture, using an image sensor of the device, images during a time period defined by the first time and a second time, and determine, based on the images, a second estimated position of the device, the second estimated position being relative to the first estimated position. The at least one processor is further configured to receive a third estimated position of the device at the second time, and estimate a location of the device based on the second estimated position and the third estimated position.Type: ApplicationFiled: January 19, 2022Publication date: May 5, 2022Inventors: Hyojoon BAE, Isaac T. MILLER, Robert W. MAYOR
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Patent number: 11249197Abstract: A device implementing a system for estimating device location includes at least one processor configured to receive a first estimated position of the device at a first time. The at least one processor is further configured to capture, using an image sensor of the device, images during a time period defined by the first time and a second time, and determine, based on the images, a second estimated position of the device, the second estimated position being relative to the first estimated position. The at least one processor is further configured to receive a third estimated position of the device at the second time, and estimate a location of the device based on the second estimated position and the third estimated position.Type: GrantFiled: September 25, 2019Date of Patent: February 15, 2022Assignee: Apple Inc.Inventors: Hyojoon Bae, Isaac T. Miller, Robert W. Mayor
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Publication number: 20210396619Abstract: Described herein are techniques to enable a mobile device to perform multi-source estimation of an altitude for a location. A baseline altitude may be determined at ground level for a location and used to calibrate a barometric pressure sensor on the mobile device. The calibrated barometric pressure sensor can then estimate changes in altitude relative to ground level based on detected pressure differentials, allowing a relative altitude to ground to be determined. Baseline calibration for the barometric sensor calibration can be performed to determine an ambient ground-level barometric pressure.Type: ApplicationFiled: January 29, 2021Publication date: December 23, 2021Inventors: Lei Wang, William J. Bencze, Kumar Gaurav Chhokra, Fatemeh Ghafoori, Stephen P. Jackson, Cheng Jia, Yi-Wen Liao, Glenn D. Macgougan, Isaac T. Miller, Alexandru Popovici, Christina Selle, Aditya Narain Srivastava, Richard Warren, Michael P. Dal Santo, Pejman Lotfali Kazemi
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Patent number: 11109192Abstract: A device implementing a system for estimating device location includes at least one processor configured to estimate a first position of a device based on a first set of parameters, the first set of parameters derived from first sensor data obtained on the device, the first set of parameters corresponding to device motion. The at least one processor is configured to estimate a second position of a user of the device based on a second set of parameters, the second set of parameters derived from second sensor data obtained on the device, the second set of parameters corresponding to user motion. Estimating the first and second positions is constrained by a predefined relationship between the device motion and the user motion. The at least one processor is configured to provide at least one of the first position of the device or the second position of the user.Type: GrantFiled: May 20, 2019Date of Patent: August 31, 2021Assignee: Apple Inc.Inventors: Isaac T. Miller, Benjamin A. Werner, Changlin Ma, Christina Selle, Saurabh Godha, Mark G. Petovello
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Publication number: 20210092555Abstract: Location mapping and navigation user interfaces may be generated and presented via mobile computing devices. A mobile device may detect its location and orientation using internal systems, and may capture image data using a device camera. The mobile device also may retrieve map information from a map server corresponding to the current location of the device. Using the image data captured at the device, the current location data, and the corresponding local map information, the mobile device may determine or update a current orientation reading for the device. Location errors and updated location data also may be determined for the device, and a map user interface may be generated and displayed on the mobile device using the updated device orientation and/or location data.Type: ApplicationFiled: September 19, 2019Publication date: March 25, 2021Inventors: Robert William Mayor, Isaac T. Miller, Adam S. Howell, Vinay R. Majjigi, Oliver Ruepp, Daniel Ulbricht, Oleg Naroditsky, Christian Lipski, Sean P. Cier, Hyojoon Bae, Saurabh Godha, Patrick J. Coleman
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Publication number: 20210080594Abstract: A device implementing a system for estimating device position includes at least one processor configured to receive a first sensor measurement of a device at a first time, the first sensor measurement having a first variance in measurement error, and to receive a second sensor measurement of the device at a second time, the second sensor measurement having a second variance in measurement error. The at least one processor is further configured to determine a speed of the device based on at least one of the first or second sensor measurements, and adjust the second variance in measurement error based on the determined speed. The at least one processor is further configured to estimate a device position based at least in part on the first variance in measurement error and the adjusted second variance in measurement error.Type: ApplicationFiled: May 1, 2020Publication date: March 18, 2021Inventors: Mark G. PETOVELLO, Isaac T. MILLER, Kenneth M. PESYNA, JR.
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Publication number: 20210048541Abstract: A device implementing a system for device orientation initialization includes at least one processor configured to determine that the device is within or coupled to a vehicle in motion. The at least one processor is configured to employ, in response to the determining, a first position estimation model to estimate a position of the device, and detect occurrence of a predefined condition with respect to employing the first position estimation model. The at least one processor is further configured to switch, in response to detecting occurrence of the predefined condition, from employing the first position estimation model to employing a second position estimation model to estimate the position of the device. The first and second position estimation model apply different respective error state metrics in estimating the position of the device.Type: ApplicationFiled: December 12, 2019Publication date: February 18, 2021Inventors: Isaac T. MILLER, Mark G. PETOVELLO