DocumentCode
568567
Title
Performance Study of Localization Techniques in Wireless Body Area Sensor Networks
Author
Rehman, Obaid Ur ; Javaid, Nadeem ; Bibi, Ayesha ; Khan, Zahoor Ali
Author_Institution
Dept. of Electr. Eng., COMSATS Inst. of Inf. Technol., Islamabad, Pakistan
fYear
2012
fDate
25-27 June 2012
Firstpage
1968
Lastpage
1975
Abstract
One of the major issues in Wireless Body Area Sensor Networks (WBASNs) is efficient localization. There are various techniques for indoor and outdoor environments to locate a person. This study evaluating and compares performance of optimization schemes in indoor environments for optimal placement of wireless sensors, where patients can perform their daily activities. In indoor environments, the performance comparison between Distance Vector-Hop algorithm, Ring Overlapping Based on Comparison Received Signal Strength Indicator (ROCRSSI), Particle filtering and Kalman filtering based location tracking techniques, in terms of localization accuracy is estimated. Results show that particle filtering outperforms all. GPS and several techniques based on GSM location tracking schemes are proposed for outdoor environments. Hidden Markov GSM based location tracking scheme efficiently performs among all, in terms of location accuracy and computational overheads.
Keywords
Global Positioning System; Kalman filters; body area networks; body sensor networks; cellular radio; hidden Markov models; particle filtering (numerical methods); GPS; Kalman filtering; ROCRSSI; WBASN; computational overheads; distance vector-hop algorithm; hidden Markov GSM based location tracking scheme; indoor environments; localization accuracy; optimal placement; optimization schemes; outdoor environments; particle filtering; performance study; ring overlapping based on comparison received signal strength indicator; wireless body area sensor networks; Accuracy; GSM; Hidden Markov models; Kalman filters; Tracking; Wireless sensor networks; GPS; GSM; Kalman Filtering; Localization; Particle Filtering; ROCRSSI; WBAN;
fLanguage
English
Publisher
ieee
Conference_Titel
Trust, Security and Privacy in Computing and Communications (TrustCom), 2012 IEEE 11th International Conference on
Conference_Location
Liverpool
Print_ISBN
978-1-4673-2172-3
Type
conf
DOI
10.1109/TrustCom.2012.220
Filename
6296231
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