DocumentCode
2383100
Title
Application of radio frequency positioning technology in TDOA system based on improved genetic algorithm
Author
Zu, Qiaohong ; Wu, Ting
Author_Institution
Sch. of Logistics Eng., WHUT, Wuhan, China
fYear
2010
fDate
1-3 Dec. 2010
Firstpage
167
Lastpage
171
Abstract
Radio frequency identification is applied to the indoor location system of store environment in the paper. According to the radio frequency communication signal time difference between reader and merchandise tag, it can be easy to measure goods spatial position. In the research, we use smoothing method to construct the original measured data to degrade NLOS error. Then improved genetic algorithm is applied to solve the multi-dimensional nonlinear model as well. The experimental simulation results show a good performance. It is able to deal with large scale awaiting positioning target attribute data.
Keywords
genetic algorithms; radiocommunication; radiofrequency identification; NLOS error; RFID; TDOA system; data smoothing; genetic algorithm; merchandise positioning; non-line-of-sight propagation; radio frequency positioning technology; time difference of arrival; RFID; data smoothing; improved genetic algorithm; merchandise positioning; simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Pervasive Computing and Applications (ICPCA), 2010 5th International Conference on
Conference_Location
Maribor
Print_ISBN
978-1-4244-9144-5
Type
conf
DOI
10.1109/ICPCA.2010.5704092
Filename
5704092
Link To Document