Title :
Performance-driven resource management in layered sensing
Author :
Yang, Chun ; Kadar, Ivan ; Blasch, Erik
Author_Institution :
Sigtem Technol., Inc., San Mateo, CA, USA
Abstract :
Layered sensing provides a hierarchical net centric architecture for universal situational awareness with global coverage and persistent surveillance. Sensors in the layered hierarchy provide spatial, temporal, spectral, and polarization diversity with different scales and resolutions over different time horizons. Cooperative management of netted sensors is a successful strategy to achieve targeting performance and overall measures of merit (MOM) goals. After a brief introduction to issues in layered sensors, a resource management strategy based on geometry information is described so as to enhance performance in target detection (minimum detectable Doppler) and tracking accuracy (geometric dilution of precision). Preliminary simulation results are presented to illustrate this geometric approach to layered sensing (GALS) concept.
Keywords :
DP management; control engineering computing; cooperative systems; resource allocation; sensors; spatial reasoning; GALS; MOM goal; cooperative management; geometric approach to layered sensing; hierarchical net centric architecture; measures of merit goal; minimum detectable Doppler; performance driven resource management; universal situational awareness; Information geometry; Message-oriented middleware; Object detection; Polarization; Resource management; Sensor phenomena and characterization; Solid modeling; Spatial resolution; Surveillance; Target tracking; Geometric Approach; Layered Sensing; Measures of Merit (MOM); Performance-Driven; Resource Management;
Conference_Titel :
Information Fusion, 2009. FUSION '09. 12th International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
978-0-9824-4380-4