Entropy-based sensor selection heuristic for target localization

@article{Wang2004EntropybasedSS,
  title={Entropy-based sensor selection heuristic for target localization},
  author={Hanbiao Wang and Kung Yao and Gregory J. Pottie and Deborah Estrin},
  journal={Third International Symposium on Information Processing in Sensor Networks, 2004. IPSN 2004},
  year={2004},
  pages={36-45}
}
We propose an entropy-based sensor selection heuristic for localization. Given 1) a prior probability distribution of the target location, and 2) the locations and the sensing models of a set of candidate sensors for selection, the heuristic selects an informative sensor such that the fusion of the selected sensor observation with the prior target location distribution would yield on average the greatest or nearly the greatest reduction in the entropy of the target location distribution. The… CONTINUE READING
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