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http://dx.doi.org/10.5391/JKIIS.2002.12.6.497

A DNA Coding-Based Interacting Multiple Model Method for Tracking a Maneuvering Target  

Lee, Bum-Jik (연세대학교 전기전자공학과)
Joo, Young-Hoon (군산대학교 전자정보공학부)
Park, Jin-Bae (연세대학교 전기전자공학과)
Publication Information
Journal of the Korean Institute of Intelligent Systems / v.12, no.6, 2002 , pp. 497-502 More about this Journal
Abstract
The problem of maneuvering target tracking has been studied in the field of the state estimation over decades. The Kalman filter has been widely used to estimate the state of the target, but in the presence of a maneuver, its performance may be seriously degraded. In this paper, to solve this problem and track a maneuvering target effectively, a DNA coding-based interacting multiple model (DNA coding-based W) method is proposed. The proposed method can overcome the mathematical limits of conventional methods by using the fuzzy logic based on DNA coding method. The tracking performance of the proposed method is compared with those of the adaptive IMM algorithm and the GA-based IMM method in computer simulations.
Keywords
기동표적 추적;칼만 필터;DNA 코딩 기반 상호작용 다중모델 기법;퍼지논리;
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