Deterministic Sensor Selection for Centralized State Estimation Under Limited Communication Resource

@article{Yang2015DeterministicSS,
  title={Deterministic Sensor Selection for Centralized State Estimation Under Limited Communication Resource},
  author={Chao Yang and Junfeng Wu and Xiaoqiang Ren and Wen Yang and Hongbo Shi and Ling Shi},
  journal={IEEE Transactions on Signal Processing},
  year={2015},
  volume={63},
  pages={2336-2348}
}
This paper studies a sensor selection problem. A group of sensors measure the state of a process and send their measurements to a remote estimator. Due to communication constraints, only limited sensors are allowed to communicate with the estimator. The paper intends to answer which sensors should be chosen such that the estimation performance of the estimator is optimized. Both reliable and packet-dropping channels are considered. It is required to minimize the steady-state estimation error… CONTINUE READING

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