GAIT MEASUREMENT SYSTEM, GAIT MEASUREMENT METHOD, AND PROGRAM STORAGE MEDIUM

    公开(公告)号:US20210401325A1

    公开(公告)日:2021-12-30

    申请号:US17294490

    申请日:2018-11-20

    Abstract: A gait measurement system includes: a locus calculation device that detects at least one gait phase from acceleration data measured by an inertial measurement unit, calculates velocity data by subjecting the acceleration data to time integration, calculates correction amounts associated with each of the gait phases using the gait phases and the velocity data, calculates correction velocity data by subtracting the correction amounts from the velocity data associated with each of the gait phases, and calculates locus data by subjecting the calculated correction velocity data to time integration; and an index calculation device that calculates a gait index, using the locus data calculated by the locus calculation device.

    TRAINING DEVICE, ESTIMATION SYSTEM, TRAINING METHOD, AND RECORDING MEDIUM

    公开(公告)号:US20240256836A1

    公开(公告)日:2024-08-01

    申请号:US18570463

    申请日:2021-06-21

    CPC classification number: G06N3/0455

    Abstract: A training device includes an acquisition unit that acquires a data set of raw data and correct answer data, a feature amount calculation unit that calculates a feature amount using the raw data, a model construction unit that constructs an encoding model that outputs a code related to the feature amount in response to an input of the raw data and an estimation model that outputs an estimation result related to the raw data in response to an input of the code, and a training processing unit that trains the encoding model and the estimation model in such a way that the estimation result matches the correct answer data based on a relationship between the code and the feature amount.

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