Title :
Intelligent temporal control
Author :
Choi, Seonho ; Agrawala, Ashok K. ; Shi, Leyuan
Author_Institution :
Dept. of Comput. Sci., Maryland Univ., College Park, MD, USA
Abstract :
Intelligent control systems usually consist of a number of concurrent processes competing for available resources. They have processes ranging from high-level reasoning processes to low-level control processes that directly control the hardware. In these systems CPU times can be regarded as another cost and an effort has to be sought to reduce this computation cost at system design time without sacrificing the system performance. However, traditional control systems have been designed to exercise control at regularly spaced time instants. When a discrete version of the system dynamics is used, a constant sampling interval is assumed and a new control value is calculated and exercised at each time instant. We propose a new control scheme, temporal control, in which we not only calculate the control value but also decide the time instants when the new values are to be used. Taking a discrete, linear, time-invariant system, and a cost function which reflects a cost for computation of the control values, as an example, we show the feasibility of using this scheme
Keywords :
closed loop systems; discrete systems; intelligent control; linear systems; optimal control; CPU times; LTI system; closed loop control; computation cost; concurrent processes; constant sampling interval; cost function; discrete system; high-level reasoning; intelligent temporal control; linear system; low-level control; optimal control; system design; system dynamics; system performance; time-invariant system; Central Processing Unit; Computational efficiency; Computer science; Concurrent computing; Control systems; Cost function; Hardware; Intelligent control; Process control; Sampling methods;
Conference_Titel :
Intelligent Information Systems, 1997. IIS '97. Proceedings
Conference_Location :
Grand Bahama Island
Print_ISBN :
0-8186-8218-3
DOI :
10.1109/IIS.1997.645370