Deterministic Sensor Data Scheduling Under Limited Communication Resource

被引:60
作者
Yang, Chao [1 ]
Shi, Ling [1 ]
机构
[1] Hong Kong Univ Sci & Technol, Dept Elect & Comp Engn, Kowloon, Hong Kong, Peoples R China
关键词
Communication constraint; Kalman filter; remote state estimation; sensor data scheduling; NETWORKS; LIFETIME; SYSTEMS;
D O I
10.1109/TSP.2011.2160863
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We consider finite time-horizon sensor data scheduling under limited communication resource. A sensor can only send of its measurement data to a remote estimator within a time-horizon T >> d. When use the terminal estimation error covariance of the estimator as a performance metric, we provide an explicit form of the optimal data schedule; when use the average estimation error covariance as a performance metric, we provide a necessary condition for a schedule to be optimal for a general T. When T has a special form, the necessary condition allows us to construct an explicit optimal data schedule.
引用
收藏
页码:5050 / 5056
页数:7
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