Title :
Detection with spatial and temporal optimization of search efforts involving multiple modes and multiple resources management
Author :
Dambreville, Frédéric ; Le Cadre, Jean-Pierre
Author_Institution :
Campus de Beaulieu, IRISA, Rennes, France
Abstract :
The paper deals with optimisation of splittable resources aimed at the detection of a moving target, following a Markovian movement or a conditionally deterministic motion. Our work extends S.S. Brown´s (1980) spatial optimisation method. By use of a generalised linear formalism, we developed a method for optimizing both spatially and temporally (modeling resource renew), with management of multiple resource types or multi-mode resources. Such optimisation also involves the fusion of several detection tools, in order to make them work together efficiently.
Keywords :
Markov processes; object detection; optimisation; resource allocation; search problems; sensor fusion; target tracking; Markovian movement; conditionally deterministic motion; detection tool fusion; generalised linear formalism; modeling resource renew; moving target detection; multi-mode resources; multiple modes; multiple resource management; multiple resource types; search efforts; spatial optimisation method; splittable resource optimization; temporal optimization; Equations; Instruments; Motion detection; Optimization methods; Resource management; Search problems;
Conference_Titel :
Information Fusion, 2000. FUSION 2000. Proceedings of the Third International Conference on
Conference_Location :
Paris, France
Print_ISBN :
2-7257-0000-0
DOI :
10.1109/IFIC.2000.859838
