Title :
Advanced LANDMARC with adaptive k-nearest algorithm for RFID location system
Author :
Han, Kyuwon ; Cho, Sung Ho
Author_Institution :
Div. of Electr. & Comput. Eng., Hanyang Univ., Seoul, South Korea
Abstract :
This paper proposed advanced LANDMARC with adaptive k-nearest neighbor algorithm for RFID location system. LANDMARC was based on Received Signal Strength (RSS). It sometimes showed bad performance for fluctuation. Therefore, adaptive k-nearest neighbor algorithm was introduced for improving accuracy and was applied to original LANDMARC. In our simulation, we showed that the proposed method can achieve a better performance for location sensing.
Keywords :
radiofrequency identification; signal detection; LANDMARC; RFID location system; RSS; adaptive k-nearest neighbor algorithm; location sensing; received signal strength; Accuracy; Adaptation model; Computational modeling; Conferences; Estimation error; Radiofrequency identification; LANDMARC; Location Sensing; RFID; k-nearest algorithm;
Conference_Titel :
Network Infrastructure and Digital Content, 2010 2nd IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6851-5
DOI :
10.1109/ICNIDC.2010.5657852
