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Optimal sensor scheduling strategies in networked estimation

机译:网络估算中的最佳传感器调度策略

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Consider a remote sensing system where multiple pairs of stochastic subsystems and corresponding non-collocated estimators share a common wireless network. In order to avoid packet collisions, the access to the network is mediated by a manager that chooses, based on the realizations of the states, which one (if any) of the states will be transmitted over the network. Each estimator is interested solely on the state of its corresponding subsystem. This paper studies the jointly optimal design of scheduling and estimation strategies for a cost functional consisting of a mean-squared error and a communication cost in a one-shot problem formulation. The global optimality of a scheduling and estimation strategy pair for the unicast network model is established. A person-by-person optimal pair of strategies is obtained for a broadcast network model.
机译:考虑一个遥感系统,其中多对随机子系统和相应的非并发估算器共享普通无线网络。为了避免分组冲突,对网络的访问由根据状态的实现选择的管理员,该管理员将在网络上传输哪一个(如果有的话)。每个估算者都仅对其相应子系统的状态感兴趣。本文研究了由平均平均误差组成的成本函数的调度和估算策略的共同优化设计,以及一次性问题的沟通成本。建立了单播网络模型的调度和估计策略对的全局最优性。以广播网络模型获得一个人的最佳策略。

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