基于MEMS加速度传感器的步数检测算法研究综述

Subjects: Computer Science >> Integration Theory of Computer Science submitted time 2018-05-20 Cooperative journals: 《计算机应用研究》

谢光强 黄向龙 李杨 徐峰

Abstract： With the rapid development of intelligent mobile terminal, smart wearable devices and the pedestrian navigation system based on inertial sensors, and for the demand of step counting in these devices and systems, a large number of researches on step detection algorithm with MEMS-based acceleration sensor have been carried out and achieved good results. For the existing technology in the field, the development of this field is firstly introduced, and the main research points, methods and applications of the field are pointed out. Then, the current research status in this field is reviewed, and the data pre-preprocessing methods and the validation methods of steps in different step detection algorithms are described and analyzed. And then, the main research points are discussed in detail, and the methods related to the main research points are summarized. Finally, for providing reference for follow-up researches, the possible developments of this field is discussed and prospected.

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