DocumentCode :
3482061
Title :
A novel 5-Dimensional indoor localization algorithm based on RF signal strength
Author :
Tian, Longqiang ; Hu, Chao ; Wang, Lujia ; Chen, Dongmei ; Meng, Max Q H
Author_Institution :
Shenzhen Inst. of Adv. Integration Technol., Chinese Univ. of Hong Kong, Hong Kong, China
fYear :
2009
fDate :
5-7 Aug. 2009
Firstpage :
1495
Lastpage :
1500
Abstract :
This paper proposes a new localization algorithm, which can get the position and orientation of an object in the limited area, like indoor and in-vivo scenarios. The prototype of our localization model is based on the RF Signal Strength. Different from other indoor localization methods, our method can realize the 5-Dimensional (5D) localization and tracking for the target. To apply our method in real localization system and obtain the best performance, there are many problems to solve, e.g. setting the initial value for the algorithm, estimating the noises in the environment, modeling the absorption and reflection of the electromagnetic wave in special scenarios, and etc. We designed the appropriate algorithm and tested its anti-interference properties, and the simulation results show that our method is feasible and has good anti-interference property.
Keywords :
electromagnetic wave absorption; electromagnetic wave reflection; indoor radio; target tracking; 5D indoor localization algorithm; Levenberg-Marquardt method; RF signal strength; anti-interference properties; electromagnetic wave absorption; electromagnetic wave reflection; in-vivo scenario; indoor scenario; localization model; object orientation; object position; target tracking; Acoustic reflection; Algorithm design and analysis; Electromagnetic interference; Electromagnetic modeling; Electromagnetic reflection; Electromagnetic scattering; Electromagnetic wave absorption; Prototypes; Target tracking; Working environment noise; 5-Dimensional (5D) localization and tracking; Levenberg-Marquardt (LM) method; RF Signal Strength; indoor; position and orientation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation and Logistics, 2009. ICAL '09. IEEE International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-4794-7
Electronic_ISBN :
978-1-4244-4795-4
Type :
conf
DOI :
10.1109/ICAL.2009.5262735
Filename :
5262735
Link To Document :
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