On platform-based sensor management
Proceedings of the Fifth International Conference on Information Fusion. FUSION 2002. (IEEE Cat.No.02EX5997) - Tập 1 - Trang 600-607 vol.1
Tóm tắt
The design of a generic mechanism for platform-based data fusion and sensor management is described. It is based on the duality between two types of agents, task agents and sensor agents. Task agents buy information from sensor agents that sell it, and sensors produce information that tasks consume. These buy and sell interactions occur very frequently for systems involving sensors that work with small action durations. When several sensors are available, the sell/buy interaction involve selection and scheduling of sensors. The task concept is similar to the old decision or OODA (observe/orient/decide/act) loop that has since long been used for understanding human participation in complex command and control problems. A task might be described as a tiny OODA loop, with predefined purpose and processing capability. There are numerous task types, each dedicated to a certain skill or sensor process. The design is evaluated in single and multiplatform applications.
Từ khóa
#Sensor fusion #Samarium #Sensor systems #Humans #Modems #Sensor phenomena and characterization #Multiagent systems #Programmable control #Adaptive control #RadarTài liệu tham khảo
10.1518/001872095779049499
fourikis, 1997, Phased Array-Based Systems and Applications
boyd, 1987, A Discourse on Winning and Losing
10.1109/NAECON.1996.517630
10.1109/NAECON.1989.40451
dodin, 2000, Analysis of the multisensor multitarget tracking resource allocation problem, Proceedings of the 3rd International Conference on Information Fusion, 10.1109/IFIC.2000.859839
10.1109/CDC.1997.657615
benameur, 2001, On the determination of active and passive measurements strategies, Proceedings of the International Conference on Information Fusion
10.1109/AERO.1998.685785
weiss, 2000, Multi-Agent Systems
roy, 1998, Conflict management in the shipboard integration of multiple sensors, Proc of the Int Conf on Multisource-Multisensor Information Fusion, 381
10.2514/6.1987-2380
10.1109/ACC.1997.609105
manyika, 1994, Data Fusion and Sensor Management A Decentralized Information-Theoretic Approach
10.1109/NRC.1996.510683
mclntyre, 1996, An information theoretic approach to sensor scheduling, Proceedings of SPIE the International Society for Optical Engineering, 2755, 304
10.1109/NAECON.1994.332850
le cadre, 2000, Scheduling active and passive measurement, Proc 3rd Int Conf Inform Fusion, 10.1109/IFIC.2000.859824
10.1016/S1566-2535(00)00016-6
denton, 1994, Towards modern sensor management systems, Science of Command and Control, 119
komorniczak, 2000, Selected problems ofmfr resource management, Proc 3rd Int Conf Inform Fusion, 10.1109/IFIC.2000.859837
ng, 2000, Sensor management-control and cue, Proc 3rd Int Conf Inform Fusion, 10.1109/IFIC.2000.859823
blackman, 1999, Design and Analysis of Modern Tracking Systems
10.1016/S1566-2535(00)00009-9
10.1109/NAECON.1995.521917