OUTLIER DETECTION FOR SATELLITE POSITIONING SYSTEM USING VISUAL INERTIAL ODOMETRY

    公开(公告)号:US20170219716A1

    公开(公告)日:2017-08-03

    申请号:US15014009

    申请日:2016-02-03

    CPC classification number: G01S19/47 G01C21/165 G01S5/163 G01S19/22 G01S19/426

    Abstract: A method of determining a position of a mobile platform includes obtaining a plurality of pseudorange measurements from multiple time epochs of a satellite navigation system (SPS) and obtaining a plurality of visual-inertial odometry (VIO) velocity measurements from a VIO system. Each time epoch of the SPS includes at least one pseudorange measurement corresponding to a first satellite and at least one pseudorange measurement corresponding to a second satellite. The method also includes combining the plurality of pseudorange measurements with the plurality of VIO velocity measurements to identify one or more outlier pseudorange measurements in the plurality of pseudorange measurements. The one or more outlier pseudorange measurements are then discarded from the plurality of pseudorange measurements to generate a remaining plurality of pseudorange measurements. The position of the mobile platform is then computed based on the remaining plurality of pseudorange measurements and the plurality of VIO velocity measurements.

    RADAR-AIDED SINGLE IMAGE THREE-DIMENSIONAL DEPTH RECONSTRUCTION

    公开(公告)号:US20200286247A1

    公开(公告)日:2020-09-10

    申请号:US16809348

    申请日:2020-03-04

    Abstract: Disclosed are techniques for radar-aided single-image three-dimensional (3D) depth reconstruction. In an aspect, at least one processor of an on-board computer of an ego vehicle receives, from a radar sensor of the ego vehicle, at least one radar image of an environment of the ego vehicle, receives, from a camera sensor of the ego vehicle, at least one camera image of the environment of the ego vehicle, and generates, using a convolutional neural network (CNN), a depth image of the environment of the ego vehicle based on the at least one radar image and the at least one camera image.

    IN-MOTION INITIALIZATION OF ACCELEROMETER FOR ACCURATE VEHICLE POSITIONING

    公开(公告)号:US20200217873A1

    公开(公告)日:2020-07-09

    申请号:US16242135

    申请日:2019-01-08

    Abstract: Techniques provided herein are directed toward addressing these and other issues by providing robust means for initializing an accelerometer that can take place even while a vehicle is in motion. Specifically, linear acceleration and velocity data can be estimated from wheel speeds, and angular velocity can be estimated with a gyroscope. The vehicle's acceleration can then be computed from these estimates, and subtracted from a total acceleration measured by the accelerometer to determine gravitational acceleration, which can then be accounted for in subsequent measurements taken by the accelerometer. A vehicle velocity may also be determined based on the vehicle's estimated angular velocity and linear velocity. Embodiments may also employ techniques for translating measurements taken in one coordinate frame to another coordinate frame for estimate determination and/or outlier compensation.

    VEHICLE OPERATION BASED ON VEHICULAR MEASUREMENT DATA PROCESSING

    公开(公告)号:US20190286134A1

    公开(公告)日:2019-09-19

    申请号:US16121477

    申请日:2018-09-04

    Abstract: Methods, apparatuses, and computer-readable media are described. In one example, a method of controlling a vehicle comprises: receiving, using one or more sensors, a first set of measurements of a set of physical attributes of the vehicle in a motion; determining, based on a motion data model that defines a set of relationships among the set of physical attributes of the vehicle in the motion and based on the first set of measurements, a set of expected measurements of the set of physical attributes; determining whether to use an entirety of the first set of measurements to control an operation of the vehicle based on comparing the first set of measurements and the set of expected measurements; and responsive to determining not to use the entirety of the first set of measurements, controlling the operation of the vehicle based on a second set of measurements.

    FAST RECOVERY FROM INCORRECT CARRIER PHASE INTEGER LOCKING

    公开(公告)号:US20180074211A1

    公开(公告)日:2018-03-15

    申请号:US15264460

    申请日:2016-09-13

    CPC classification number: G01S19/44 G01S19/23 G01S19/426

    Abstract: Determining a position of a device using a signal received from a reference emitter includes: receiving the signal; determining a state of a first filter, the state of the first filter including a first carrier phase ambiguity estimate that includes a floating value; determining a state of a second filter, the state of the second filter including a second carrier phase ambiguity estimate that includes a fixed value; determining whether the state of the second filter is consistent with one other filter state or measurement; maintaining the state of the second filter in response to the device determining that the state of the second filter is consistent with the other filter state; changing the state of the second filter to the state of the first filter in response to the device determining that the state of the second filter is not consistent with the other filter state.

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