Title :
Ecolocation: a sequence based technique for RF localization in wireless sensor networks
Author :
Yedavalli, Kiran ; Krishnamachari, Bhaskar ; Ravula, Sharmila ; Srinivasan, Bhaskar
Author_Institution :
Dept. of Electr. Eng.-Syst., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
In this paper we present a novel sequence-based RF localization algorithm called Ecolocation. Our algorithm determines the location of unknown nodes by examining the ordered sequence of received signal strength (RSS) measurements taken at multiple reference nodes. We employ a constraint-based approach that provides for robust location decoding even in the presence of random RSS fluctuations due to multi-path fading and shadowing. Through extensive systematic simulations, and a representative set of real mote experiments, we show that over a wide range of settings Ecolocation performs better than other state of the art approaches in terms of localization accuracy and precision.
Keywords :
decoding; error correction codes; fading channels; multipath channels; radio receivers; random sequences; sensor fusion; signal representation; wireless sensor networks; Ecolocation; constraint-based approach; decoding; error controlling localization technique; multipath fading channel; random RSS fluctuation; received signal strength measurement; sequence-based RF localization algorithm; signal representation; wireless sensor network; Decoding; Error correction; Fading; Fluctuations; Intelligent networks; Radio frequency; Redundancy; Robustness; Shadow mapping; Wireless sensor networks;
Conference_Titel :
Information Processing in Sensor Networks, 2005. IPSN 2005. Fourth International Symposium on
Print_ISBN :
0-7803-9201-9
DOI :
10.1109/IPSN.2005.1440937