DocumentCode :
134511
Title :
Improved range estimation method in WSN for human intruder localization
Author :
Abdullah, Hanim ; Khan, Imran ; Zainal, Mohd Shamian
Author_Institution :
Dept. of Comput. Eng., Univ. Tun Hussein Onn Malaysia, Batu Pahat, Malaysia
fYear :
2014
fDate :
7-9 March 2014
Firstpage :
87
Lastpage :
90
Abstract :
Considering wide applications of Wireless Sensor Networks (WSNs) this paper presents an improved range estimation method which can be used in WSNs to improve their efficiency while keeping low system requirements. Generally three range estimation methods are used Time of Arrival (ToA), Angle of Arrival (AoA) and Received signal strength Indicator (RSSI). RSSI requires minimum system requirement when compared with ToA and AoA but on the same time lacks in accuracy. In this research accuracy of RSSI in increased by introducing Virtual Reference Tags (VRTs) in the surveillance area. VRTs are previously used in Radio Frequency Identification (RFID) systems to increase their accuracy. Using Ultra Wide Band (UWB) frequencies, when VRTs are used with RSSI, the accuracy of localization increases from 2-4 meters to 0.2-0.4 meters. The integration of RSSI with VRTs, its design and accuracy are discussed in this research.
Keywords :
direction-of-arrival estimation; estimation theory; radio direction-finding; radiofrequency identification; surveillance; time-of-arrival estimation; ultra wideband communication; wireless sensor networks; AoA estimation method; RFID system; RSSI; ToA estimation method; UWB frequency; VRT; WSN; angle of arrival estimation method; distance 0.2 m to 0.4 m; distance 2 m to 4 m; human intruder localization; improved range estimation method; radiofrequency identification system; received signal strength indicator; surveillance; time of arrival estimation method; ultrawide band frequency; virtual reference tag; wireless sensor network; Accuracy; Estimation; Receivers; Signal processing; Surveillance; Wireless communication; Wireless sensor networks; Receiver; sensor; signal strength; surveillance area; target; transmitter; ultra wide band;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing & its Applications (CSPA), 2014 IEEE 10th International Colloquium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4799-3090-6
Type :
conf
DOI :
10.1109/CSPA.2014.6805726
Filename :
6805726
Link To Document :
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