Title :
Practical robust localization over obstructed interferences in wireless sensor networks
Author :
Kong, Young-Bae ; Kwon, Young-Goo ; Park, Gwi-Tae
Author_Institution :
Dept. of Electron. Eng., Korea Univ., Seoul
Abstract :
In this paper, we propose a practical and robust localization algorithm over the obstructed interferences in the wireless sensor networks (WSNs). The proposed algorithm uses the Maximum Likelihood Estimation (MLE) method on the position probability grid. In addition, the proposed algorithm detects and compensates the large RSS measurement errors by using the Min-Max algorithm in obstructed environments. Simulation results show that the proposed algorithm takes the advantages of the range-based and the range-free algorithms simultaneously to handle the obstructed interferences in the wireless sensor networks.
Keywords :
maximum likelihood estimation; wireless sensor networks; maximum likelihood estimation; min-max algorithm; position probability grid; practical robust localization algorithm; wireless sensor networks; Error correction; Estimation error; Interference; Maximum likelihood estimation; Measurement errors; Phase detection; Phase estimation; Probability distribution; Robustness; Wireless sensor networks;
Conference_Titel :
Consumer Electronics, 2009. ICCE '09. Digest of Technical Papers International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-4701-5
Electronic_ISBN :
978-1-4244-2559-4
DOI :
10.1109/ICCE.2009.5012335