Title :
Adaptive classification in integrated ATR/q system
Author :
Sims, S. Richard F ; Yang, Chun ; Lin, Ching-Fang ; Mills, Jonathan
Author_Institution :
US Army Missile Command, Redstone Arsenal, AL, USA
Abstract :
The design of an adaptive classifier for an integrated automatic target recognition and cuing (ATR/q) system using a passive sensor suite is presented. The system configuration and various functional subsystems are described. To achieve a significant performance level with a strictly passive suite of sensors, the effective fusion of available information is considered. Results of processing test data with an adaptive classifier based on fuzzy decision logic are given
Keywords :
adaptive systems; fuzzy logic; military computing; pattern recognition; sensor fusion; adaptive classification; automatic target recognition and cuing; fuzzy decision logic; integrated ATR/q system; passive sensor; sensor fusion; Acoustic sensors; Fuzzy logic; Infrared sensors; Laser radar; Logic testing; Meteorology; Sensor arrays; Sensor fusion; Sensor phenomena and characterization; Sensor systems;
Conference_Titel :
Control Applications, 1992., First IEEE Conference on
Conference_Location :
Dayton, OH
Print_ISBN :
0-7803-0047-5
DOI :
10.1109/CCA.1992.269755
