Hakimi, Saeed, A. Hodtani, Ghosheh (2013). Power Allocation for Distributed Detection in Wireless Sensor Networks Using Jensen Shannon Divergence. , 13(2), 11-19.
Saeed Hakimi; Ghosheh A. Hodtani. "Power Allocation for Distributed Detection in Wireless Sensor Networks Using Jensen Shannon Divergence". , 13, 2, 2013, 11-19.
Hakimi, Saeed, A. Hodtani, Ghosheh (2013). 'Power Allocation for Distributed Detection in Wireless Sensor Networks Using Jensen Shannon Divergence', , 13(2), pp. 11-19.
Hakimi, Saeed, A. Hodtani, Ghosheh Power Allocation for Distributed Detection in Wireless Sensor Networks Using Jensen Shannon Divergence. , 2013; 13(2): 11-19.

Power Allocation for Distributed Detection in Wireless Sensor Networks Using Jensen Shannon Divergence

The Modares Journal of Electrical Engineering
Article 2, Volume 13, Issue 2, 2013, Pages 11-19    PDF (789.54 K)
Authors
Saeed Hakimi1; Ghosheh A. Hodtani2
1, Ph.D. Student, Ferdowsi University of Mashhad, Mashhad
2, Associate Professor, Ferdowsi University of Mashhad
Abstract
The problem of power allocation for distributed detection in a power constrained wireless sensor network is considered. The sensors are assumed to have independent observations and send their local decisions to a fusion center over multiple access channels. The Jensen-Shannon divergence between the distributions of the detection statistic under different hypotheses is used as a performance criterion. It is demonstrated that by applying the proposed measure power allocation is more efficient comparing to other criteria like mean square error or Jeffry divergence.
Keywords
distance measures; distributed detection; power allocation; wireless sensor networks (WSNs)
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