Journal of National Security and Military Science (안보군사학연구)
- Serial No. 1
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- Pages.191-229
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- 2003
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- 2713-704X(pISSN)
A Study on the Multi-sensor Data Fusion System for Ground Target Identification
지상표적식별을 위한 다중센서기반의 정보융합시스템에 관한 연구
Abstract
Multi-sensor data fusion techniques combine evidences from multiple sensors in order to get more accurate and efficient meaningful information through several process levels that may not be possible from a single sensor alone. One of the most important parts in the data fusion system is the identification fusion, and it can be categorized into physical models, parametric classification and cognitive-based models, and parametric classification technique is usually used in multi-sensor data fusion system by its characteristic. In this paper, we propose a novel heuristic identification fusion method in which we adopt desirable properties from not only parametric classification technique but also cognitive-based models in order to meet the realtime processing requirements.