Title :
Improved RSSI indoor location system based on fuzzy algorithm
Author :
Chen, Deng ; Yiyuan, Fang
Author_Institution :
Dept. of Electr. & Inf. Eng., Shanghai Univ. of Eng. Sci., Shanghai, China
Abstract :
With the Zigbee-based protocol, a system design scheme using improved RSSI ranging technology based on fuzzy algorithm for indoor localization is proposed. By fuzzy state classification to establish the fuzzy distribution parameters of climate and environmental obstacles, improve the “distance-loss” model, calculate the membership function, result in a more accurate distance formula to calculate the location information of mobile nodes. The results show that: the positioning algorithm proposed by the system for mobile nodes localization meets the actual needs in real time and accuracy, has application value.
Keywords :
Zigbee; fuzzy control; indoor radio; wireless sensor networks; RSSI indoor location system; Zigbee-based protocol; fuzzy algorithm; fuzzy state classification; indoor localization; mobile nodes localization; fuzzy control; indoor location; received signal strength; wireless sensor network;
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-8727-1
DOI :
10.1109/CSAE.2011.5952465