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강석훈,구자곤 대전대학교 산업기술연구소 2000 산업기술연구소 論文集 Vol.11 No.2
Multi-sensor data fusion is an emerging technology applied to military applications such as automatic identification, analysis of battlefield situations, and threat assessments. We can obtain more accurate and efficient meaningful information through multi-sensor data fusion that may not be possible from a single sensor alone. Especially, identification fusion is very important in order to estimate and correspond battlefield situation as well as analyze threat assessments. In this paper we present a novel heuristic identification fusion method using fuzzy set theory, because fuzzy set can deal with imprecise concepts mathematically via an extension of boolean set. We adopt desirable properties from not only parametric classification technique but also cognitive-based models in order to meet the realtime processing requirements.