传感技术学报2011,Vol.24Issue(3):376-381,6.DOI:10.3969/j.issn.1004-1699.2011.03.013
基于实时预测的传感器信号倍频算法
Frequency Multiplying Algorithm for Sensor Signal Based on Real-Time Predicting
摘要
Abstract
The Wearable Power Assist Robot is an autonomous device, which can drive itself according to the force information and the angle information from the sensors,and whose assist effect is closely related to the frequency of the sensor signal. In order to improve the assist effect, we propose an algorithm to multiply the response frequency of the sensor signal. The algorithm firstly gets the predictive signal by using the modified MWQAR predicting algorithm,and then uses cubic spline interpolation method to interpolate the compensation signal between the real signal and the predictive signal. In addition, the algorithm can meet the requirement of the real-time while exponentially improving the sensor signal's response frequency. Finally, some correlative experiments have been conducted and the results verify the feasibility and effectiveness of the proposed algorithm.关键词
传感器信号处理/传感器响应频率/预测算法/倍频/可穿戴助力机器人Key words
sensor signal processing/the sensor's response frequency/predicting algorithm /frequency multiplying/ the wearable power assist robot分类
信息技术与安全科学引用本文复制引用
姚俊章,余永,葛运建..基于实时预测的传感器信号倍频算法[J].传感技术学报,2011,24(3):376-381,6.基金项目
国家自然科学基金项目(60875047) (60875047)
国家自然科学基金项目(60874097) (60874097)
国家自然科学基金重大国际合作研究项目(60910005) (60910005)