Title :
Optimal control of networked systems via asynchronous communication channels with irregular delays
Author :
Matveev, Alexey S. ; Savkin, Andrey V.
Author_Institution :
Dept. of Math. & Mech., St. Petersburg Univ., Russia
Abstract :
The paper is directed towards development of a new chapter of control theory that deals with networked systems in which control and communication issues are combined together, and all the delays and limitations of the communication channels between sensors, actuators, and controllers are taken into account. We consider a situation where a single decision-maker both receives the sensor data and controls many linear discrete-time partially observed subsystems perturbed by white noises via randomly delayed communication channels with finite capacities. Neither these delays nor their statistics are known in advance, but each message transmitted is equipped with a "time stamp" indicating the time of the transfer beginning. Under certain assumptions, a finite horizon linear-quadratic optimal control problem is solved
Keywords :
Kalman filters; actuators; controllers; decentralised control; delays; distributed control; linear quadratic control; matrix algebra; sensors; state estimation; telecommunication channels; white noise; actuators; asynchronous communication channels; controllers; finite horizon linear-quadratic optimal control; irregular delays; linear discrete-time partially observed subsystems; networked systems; randomly delayed communication channels; sensors; single decision-maker; white noises; Actuators; Asynchronous communication; Capacitive sensors; Communication channels; Communication system control; Control systems; Control theory; Delay; Optimal control; Sensor systems;
Conference_Titel :
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-7061-9
DOI :
10.1109/.2001.980607