胸部的可穿戴加速计收集的数据集

未校准的加速计数据收集自15名参与者，他们执行7项活动。该数据集为使用运动模式识别和验证人员提供了挑战。 Data Set Information: ---数据集从安装在胸部的可穿戴加速计收集数据 ---加速度计的采样频率：52 Hz ---加速计数据未经校准 ---参加者人数：15人 ---活动数量：7 ---数据格式：CSV Attribute Information: ---数据由参与者分隔 ---每个文件都包含以下信息 ----序号，x加速度，y加速度，z加速度，标签 ---标签由数字编码 ---1：在电脑前工作 ---2：站着、走路、上下楼梯 ---3：站立 ---4：走路 ---5:上下楼梯 ---6：与某人散步和交谈 ---7：站着说话 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