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Estimation under uncontrolled and controlled communications in Networked Control Systems

机译:网络控制系统中不受控制和受控通信下的估计

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An LTI estimation framework is proposed for networked control systmes (NCS), in which local Kalman filter estimates are sent to the remote estimator. Both controlled and uncontrolled data communications are considered. For uncontrolled communication, minimum rate requirements are given for stochastic moment stability, which depend only on the least stable poles. For controlled communication. Sufficient stability conditions are formulated. The framework also makes it possible to improve the trade-off between estimation performance and communication cost.
机译:提出了一种用于网络控制系统(NCS)的LTI估计框架,其中将本地卡尔曼滤波器估计发送到远程估计器。受控和非受控数据通信均被考虑。对于不受控制的通信,给出了随机力矩稳定性的最小速率要求,该速率仅取决于最不稳定的极点。用于受控通信。制定了足够的稳定性条件。该框架还可以改善估计性能和通信成本之间的权衡。

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