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This paper is concerned with the energy-efficient filtering over wireless networked systems, and a Markovian system approach is proposed to achieve this goal. Firstly, the local measurement is stochastically sampled under nonuniform sampling periods, then the measurement size reduction scheme is applied and only one element of measurement is stochastically selected for quantization. Then, a stochastic...
This paper is concerned with the energy-efficient filtering for a class of wireless sensor networks (WSNs). Due to the power limitation of WSNs, the measurement signal is transmitted to the remote filter infrequently and stochastically. A stochastic framework is proposed to formulate the filtering problem for such systems. A sufficient condition is established such that the filtering error system...
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