Title :
On the Maximum Coverage Area of Wireless Networked Control Systems With Maximum Cost-Efficiency Under Convergence Constraint
Author :
Kilinc, Deniz ; Ozger, Mustafa ; Akan, Ozgur B.
Author_Institution :
Dept. of Electr. & Electron. Eng., Koc Univ., Istanbul, Turkey
Abstract :
The integration of wireless communication and control systems revealed wireless networked control systems (WNCSs). One fundamental problem in WNCSs is to have a wide coverage area. For the first time in the literature, we address this problem and we obtain the maximum coverage area by solving an optimization problem. In this technical note, we consider a WNCS where the output sensor measurements are transmitted over separate heterogeneous multi-hop wireless ad-hoc subnetworks. The observation process is divided into N parts and the system state is estimated using the Kalman filter. We present the critical arrival probability for a sensor measurement packet such that if the packet arrival probability is larger than the critical value, it is guaranteed that the estimator of the WNCS converges. We derive the maximum total coverage area of the heterogeneous wireless subnetworks having maximum cost-efficiency under the constraint of the convergence of the WNCS estimator.
Keywords :
Kalman filters; networked control systems; optimisation; probability; radio networks; state estimation; telecommunication control; wireless mesh networks; Kalman filter; WNCS estimator; convergence constraint; critical arrival probability; heterogeneous multihop wireless ad-hoc subnetworks; maximum coverage area; optimization problem; output sensor measurements; packet arrival probability; system state estimation; wireless communication and control systems; wireless networked control systems; Ad hoc networks; Convergence; Kalman filters; Loss measurement; Optimized production technology; Wireless communication; Wireless sensor networks; Coverage area; Kalman filtering; Wireless networked control systems; coverage area; estimator convergence; multi-hop wireless networks; wireless networked control systems;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2014.2366611