会议专题

Research of An Adjacent Correction Positioning Algorithm Based on RSSI-Distance Measurement

Wireless node positioning technology is an internal demand of wireless sensor network, under this background, an improving localization algorithm which based on RSSI multilateral positioning has been researched in the paper. First, we established a mapping relationship between RSSI and distance based Log-distance Path Loss Model. Then utilized the weighted average recursive filtering algorithm and smooth factor to do a simple process for the RSSI signal which is collected from the front end of RF hardware, after so ,the interference from the noise signal had been effectively reduced. Through it, the system can provide more accurate source signal for distance ranging. Subsequently, in order to effectively reduce the influence caused by unilateral ranging error in the calculation of multilateral positioning and improve the positioning precision, we have proposed an adjacent correction positioning algorithm on the base of the multilateral positioning to decrease the influence of unilateral ranging error in the calculation of multilateral positioning. Simulation and actual test showed that the improved algorithm enhances the systems accuracy and stability.

wireless node position RSSI ranging filtering multilateral positioning adjacent correction algorithm

Zheng Zhang Guocheng Wan Min Jiang Guangyou Yang

Key Lab of Modern Manufacture Quality Engineering, School of Mechanical Engineering, Hubei University of Technology Wuhan 430068, P. R.China

国际会议

2011 Eighth International Conference on Fuzzy System and Knowledge Discovery(第八届模糊系统与知识发现国际会议 FSKD 2011)

上海

英文

2370-2374

2011-07-26(万方平台首次上网日期,不代表论文的发表时间)