DocumentCode :
659831
Title :
Anchor-cum-Relay Nodes for Localizing a Mobile Source and Relaying Source Signals
Author :
Perez-Ramirez, Javier ; Borah, Deva K.
Author_Institution :
Klipsch Sch. of Electr. & Comput. Eng., New Mexico State Univ., Las Cruces, NM, USA
fYear :
2013
fDate :
2-5 Sept. 2013
Firstpage :
1
Lastpage :
6
Abstract :
The problem of selecting anchor-cum-relay (ACR) nodes for the dual purpose of tracking a mobile source as well as serving as relays for the source signal is considered. The proposed approach uses particle filters (PFs) with node selection based on the received signal-to-noise ratio (SNR) along with a localization constraint derived through the Fisher information matrix (FIM). The detail steps of implementation are given. A posterior Cramer-Rao lower bound approach is also explored to exploit information from previous node selections. Numerical results demonstrate that the proposed FIM-SNR approach achieves more than 16 dB in average source localization mean-squared error (MSE) over nearest node (NN) selection, while performing very close to FIM-based optimal localization. At the same time, the proposed FIM-SNR provides a received SNR nearly identical to NN selection but outperforming FIM-based selection´s SNR by more than 5.5 dB.
Keywords :
mean square error methods; mobile communication; particle filtering (numerical methods); FIM-SNR approach; Fisher information matrix; anchor-cum-relay nodes; localization constraint; mobile source localization; mobile source tracking; nearest node selection; particle filters; posterior Cramer-Rao lower bound approach; signal-to-noise ratio; source localization mean squared error; Acceleration; Estimation; Joints; Mobile communication; Position measurement; Relays; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2013 IEEE 78th
Conference_Location :
Las Vegas, NV
ISSN :
1090-3038
Type :
conf
DOI :
10.1109/VTCFall.2013.6692107
Filename :
6692107
Link To Document :
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