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活动识别,从单个胸部加速计数据集进行活动识别

活动识别,从单个胸部加速计数据集进行活动识别

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Uncalibrated Accelerometer Data are collected from 15 participantes performing 7 activities. The dataset provides challe......

数据结构 ? 44.25M

    Data Structure ?

    * 以上分析是由系统提取分析形成的结果,具体实际数据为准。

    README.md

    Uncalibrated Accelerometer Data are collected from 15 participantes performing 7 activities. The dataset provides challenges for identification and authentication of people using motion patterns.

    Data Set Information:

    --- The dataset collects data from a wearable accelerometer mounted on the chest
    --- Sampling frequency of the accelerometer: 52 Hz
    --- Accelerometer Data are Uncalibrated
    --- Number of Participants: 15
    --- Number of Activities: 7
    --- Data Format: CSV

    Attribute Information:

    --- Data are separated by participant
    --- Each file contains the following information
    ---- sequential number, x acceleration, y acceleration, z acceleration, label
    --- Labels are codified by numbers
    --- 1: Working at Computer
    --- 2: Standing Up, Walking and Going updown stairs
    --- 3: Standing
    --- 4: Walking
    --- 5: Going UpDown Stairs
    --- 6: Walking and Talking with Someone
    --- 7: Talking while Standing

    Relevant Papers:

    --- Casale, P. Pujol, O. and Radeva, P.
    'BeaStreamer-v0.1: a new platform for Multi-Sensors Data Acquisition in Wearable Computing Applications',
    CVCRD09, ISBN: 978-84-937261-1-9, 2009
    available on [Web link]

    --- Casale, P. Pujol, O. and Radeva, P.
    'Human activity recognition from accelerometer data using a wearable device',
    IbPRIA'11, 289-296, Springer-Verlag, 2011
    available on [Web link]

    --- Casale, P. Pujol, O. and Radeva, P.
    'Personalization and user verification in wearable systems using biometric walking patterns'
    Personal and Ubiquitous Computing, 16(5), 563-580, 2012
    available on [Web link]

    Citation Request:

    Casale, P. Pujol, O. and Radeva, P.
    'Personalization and user verification in wearable systems using biometric walking patterns'
    Personal and Ubiquitous Computing, 16(5), 563-580, 2012


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