Title :
Enhanced RSS based location estimation with Disk Overlapping in wireless sensor networks
Author :
Nabaee, Mahdy ; Olfat, Ali
Author_Institution :
Sch. of Electr. & Comput. Eng., Univ. of Tehran, Tehran
Abstract :
To estimate the location of a node in a network of wireless sensors is one of the challenging problems. Different methods are previously proposed for this purpose in which the input data is the received signal strength (RSS) of nodes, angle of arrival of signal or its time of arrival. The accuracy of each method depends on physical parameters of the channel as well as the complexity of the method. One previously proposed method which is based on comparison of received signal strengths is called Disk Overlapping. In this paper, the accuracy of this method is improved by assigning mass coefficients to each point of the suspected region. Computer simulations are performed to verify the improved performance of the proposed method. It demonstrated that MSE of proposed method is half of the conventional disk overlapping method.
Keywords :
direction-of-arrival estimation; mean square error methods; wireless sensor networks; angle of arrival estimation; disk overlapping; location estimation; mean square error methods; received signal strength; wireless sensor networks; Antenna measurements; Computational complexity; Global Positioning System; Intelligent networks; Intelligent sensors; Maximum likelihood estimation; Mean square error methods; Process control; Signal processing; Wireless sensor networks; Location Estimation; Radio Irregularity Model; Received Signal Strength; Wireless Sensor Networks;
Conference_Titel :
Telecommunications, 2008. ICT 2008. International Conference on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4244-2035-3
Electronic_ISBN :
978-1-4244-2036-0
DOI :
10.1109/ICTEL.2008.4652708