Knowledge-Based Resource Management for Multifunction Radar

n recent years, phased array antenna technology has been maturing rapidly, and this form of transduction is set to become the norm in complex and advanced radar systems. Instantaneous, adaptive beam pointing enables the combination of functions such as tracking, surveillance, and weapons guidance, which previously were performed by separate , dedicated individual radar systems. However, while being able to instantaneously and adaptively position and control the beam has clear advantages, it also brings about a new set of challenges. In particular, this form of radar is able to adapt its parameters according to the way it perceives its environment. Thus, the interpretation of radar backscatter and the subsequent decisions as to what and how radar resources are to be allocated becomes vital to unleashing the full potential of a phased array system. This dynamic and interactive interplay between the setting of radar parameters to optimize the tasks to be carried out and perception of environment highlights the role in which knowledge and intelligence will be central in multifunction radar performance. For example, the system has to share its time between all the different types of functions that it has to perform. This means that in certain operating conditions, it may not have enough resources to perform all required tasks. In this instance, a control system has to evaluate the allocation of resources to provide the best solution. The radar resource

[1]  D. Stromberg Scheduling of track updates in phased array radars , 1996, Proceedings of the 1996 IEEE National Radar Conference.

[2]  W. K. Stafford Real time control of a multifunction electronically scanned adaptive radar (MESAR) , 1990 .

[3]  W. Komorniczak,et al.  The data fusion approach to the priority assignment in the multifunction radar , 2002, 14th International Conference on Microwaves, Radar and Wireless Communications. MIKON - 2002. Conference Proceedings (IEEE Cat.No.02EX562).

[4]  M. T. Vine Fuzzy logic in radar resource management , 2001 .

[5]  Chang-Gun Lee,et al.  Finite-horizon scheduling of radar dwells with online template construction , 2004, 25th IEEE International Real-Time Systems Symposium.

[6]  A. G. Huizing,et al.  An efficient scheduling algorithm for a multifunction radar , 1996, Proceedings of International Symposium on Phased Array Systems and Technology.

[7]  J.F. Pietrasinski,et al.  The priority assignment for detected targets in multi-function radar , 2000, 13th International Conference on Microwaves, Radar and Wireless Communications. MIKON - 2000. Conference Proceedings (IEEE Cat. No.00EX428).

[8]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[9]  A. Izquierdo-Fuente,et al.  Optimal radar pulse scheduling using a neural network , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).

[10]  D. Stromberg,et al.  Scheduling of tasks in phased array radar , 1996, Proceedings of International Symposium on Phased Array Systems and Technology.

[11]  Tei-Wei Kuo,et al.  Real-Time Dwell Scheduling of Component-Oriented Phased Array Radars , 2005, IEEE Trans. Computers.

[12]  A. P. Stoffel Heuristic energy management for active array multifunction radars , 1994, Proceedings of IEEE National Telesystems Conference - NTC '94.

[13]  G. V. Keuk,et al.  On phased-array radar tracking and parameter control , 1993 .

[14]  J. R. Casar Corredera,et al.  Fuzzy management of surveillance sensors , 1998 .

[15]  W. Komorniczak,et al.  Selected problems of MFR resources management , 2000, Proceedings of the Third International Conference on Information Fusion.

[16]  C.J. Baker,et al.  Phased array radar resource management: a comparison of scheduling algorithms , 2004, Proceedings of the 2004 IEEE Radar Conference (IEEE Cat. No.04CH37509).

[17]  E. R. Billam Parameter optimisation in phased array radar , 1992 .

[18]  Chris N. Potts,et al.  Scheduling for a multifunction phased array radar system , 1996 .

[19]  Young-Hun Jung,et al.  Optimal scheduling of track updates in phased array radars , 1998 .