The HMM-based Modeling for the Energy Level Prediction in Wireless Sensor Networks

@article{Hu2007TheHM,
  title={The HMM-based Modeling for the Energy Level Prediction in Wireless Sensor Networks},
  author={Peng Fei Hu and Zude Zhou and Quan Liu and Fangmin Li},
  journal={2007 2nd IEEE Conference on Industrial Electronics and Applications},
  year={2007},
  pages={2253-2258}
}
The energy conservation is the intrinsic issue of the wireless sensor network (WSN). The lack of energy of some necessary sensor nodes will affect the accurate data aggregation as well as the effective lifetime of the network. In this paper, the problem of predicting which energy level the WSNs or nodes stay in is addressed. Since the primitive method that exchanges messages through nodes could not directly predict the energy level, the stochastic modeling based on hidden Markov model (HMM) is… CONTINUE READING

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