Title :
Modeling, identification, and control of large-scale dynamical systems
Author :
Haykin, Simon ; Hero, Alfred O., III ; Moulines, Eric
Author_Institution :
McMaster Univ., Hamilton, Ont., Canada
Abstract :
This paper highlights some fundamental issues involved in the study of large-scale dynamical systems. Two particular topics are discussed in some detail, one dealing with the management of active sensors via partially observable Markov decision processes, and the other dealing with the modeling, recognition and tracking of multi-function radars in an electronic warfare environment.
Keywords :
Markov processes; electronic warfare; identification; radar target recognition; radar tracking; sensors; target tracking; active sensors; electronic warfare; identification; large-scale dynamical systems control; modeling; multi-function radar recognition; partially observable Markov decision processes; radar tracking; Active noise reduction; Equations; Large-scale systems; Noise measurement; Optimal scheduling; Passive radar; Radar tracking; Sensor systems; State-space methods; Time measurement;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1416461