Title :
An Enhanced Approach of Indoor Location Sensing Using Active RFID
Author :
Jiang, Xuejing ; Liu, Ye ; Wang, Xiaolei
Author_Institution :
Dept. of Electron. Inf. Eng., Nanchang Univ., Nanchang, China
Abstract :
This paper aims to locate a tag position inside the building by using low cost device with minimal location error. The enhancement approach with received signal strength indication (RSSI) technique is proposed to achieve the target. In this paper, after introducing the existing LANDMARC system, we try to construct the relationship between RSSI and distance from reader to tag by experiment. Finally, an enhanced approach to reach higher accuracy of indoor localization is proposed. The proposed enhancement approach utilizes the strategy of putting the tracking tag and its k nearest reference tags in a set, then repeating to calibrate the target coordinate by the error corrections which obtained by members of this set. It is a recursive data processing approach. The calibration will continue until the tracking tag´s coordinate tend to be a stable value. Simulation and experimental comparison are also shown here to prove that the accuracy of localization is improved.
Keywords :
indoor radio; radio tracking; radiofrequency identification; wireless sensor networks; LANDMARC system; active RFID; enhancement approach; indoor location sensing; k-nearest reference tags; low cost device; minimal location error; received signal strength indication technique; recursive data processing approach; Active RFID tags; Buildings; Computer errors; Costs; Error correction; Global Positioning System; Information technology; Radiofrequency identification; Signal generators; Target tracking; Indoor Location; RFID; Signal Strength;
Conference_Titel :
Information Engineering, 2009. ICIE '09. WASE International Conference on
Conference_Location :
Taiyuan, Chanxi
Print_ISBN :
978-0-7695-3679-8
DOI :
10.1109/ICIE.2009.204