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Android手机传感器的桥梁振动检测试验
引用本文:刘志平,朱丹彤,杨磊,杨丁亮. Android手机传感器的桥梁振动检测试验[J]. 科技导报(北京), 2017, 35(10): 80-86. DOI: 10.3981/j.issn.1000-7857.2017.10.011
作者姓名:刘志平  朱丹彤  杨磊  杨丁亮
作者单位:中国矿业大学环境与测绘学院, 徐州 221116
基金项目:国家自然科学基金项目(41204011,41504032);2016年国家重点研发计划项目(2016YFC0803103)
摘    要: 针对Android智能手机传感器默认采样模式存在的采样率设置固化、欠采样和过采样问题,开发了能够自定义采样率和采样精度,具有采样历元、时间间隔和数据等同步记录功能的手机传感器信号采集软件。模拟加速度信号的功率谱分析和位移积分重构研究表明,L-S谱分析法和频域位移积分法能够有效处理含噪声和非均匀采样的手机加速度信号。利用谷歌Nexus 5(NX 5)、小米3(Mi 3)两个Android手机和SPAN-IGM-A1惯性组合导航系统进行徐州汉桥加速度信号采集和振动检测对比试验,试验结果有效验证了便携式、低成本Android智能手机进行桥梁振动检测的可行性。

关 键 词:Android手机传感器  振动检测  非均匀时序  功率谱分析  频域积分  
收稿时间:2016-12-29

Experiments on bridge vibration detection using Android smartphone sensors
LIU Zhiping,ZHU Dantong,YANG Lei,YANG Dingliang. Experiments on bridge vibration detection using Android smartphone sensors[J]. Science & Technology Review, 2017, 35(10): 80-86. DOI: 10.3981/j.issn.1000-7857.2017.10.011
Authors:LIU Zhiping  ZHU Dantong  YANG Lei  YANG Dingliang
Affiliation:School of Environment Science and Spatial Informatics, China University of Mining Technology, Xuzhou 221116, China
Abstract:In view of the fixed sampling rate setting, the problems of under sampling and over sampling in the default sampling mode of Android smartphone sensors are discussed in this paper, and a smartphone sensor signal acquisition software with a custom sampling rate and sampling precision is developed, which can synchronously record the data of the sampling epoch, the time interval and the sensor values. Then, both two power spectrum analysis methods and two displacement signal reconstruction methods of analog acceleration signals are compared and analyzed, and the results show that the L-S method and the frequency-domain integral method can effectively process the non-uniform sampling signal of smartphone sensors with noise. At the end, the acceleration signals of Xuzhou Han Bridge are collected from both smartphones (NX 5 and Mi 3) and a high precision inertial integrated navigation system (SPAN-IGM-A1) used for comparison experiments, and the bridge vibration detection and analysis results verify that the portable and low-cost Android smartphone can be used to conduct the bridge vibration detection.
Keywords:Android smartphone sensors  vibration detection  non-uniform time series  power spectrum analysis  frequency-domain integral  
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