Sensor fusion enhancement via optimized stochastic resonance at local sensors
Bin Liu, Satish G. Iyengar, Hao Chen, James H. Michels, Pramod K. Varshney · 2007
This paper considers the decentralized fusion problem involving local sensor detection as well as the fusion of decisions transmitted over non-ideal transmission channels in a wireless sensor network. Prime emphasis is given to the enhancement of several fusion rules using a recently developed stochastic resonance methodology applied at the local sensors. Further, it is shown that the optimal form of the stochastic resonance probability mass density for the decentralized sensor fusion problem retains the same form as that previously developed for the single sensor case.