目標(biāo)數(shù)據(jù)關(guān)聯(lián)的分布式推理判決研究
THE RESEARCH FOR TARGET DATA ASSOCIATION BASED ON THE PRINCIPLE OF DISTRIBUTED INFERENCE AND DECISION
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摘要: 分布式分類系統(tǒng)理論是用來解決分布式纏繞判決分類問題(DID)的理論。本文首次把分布式推理判決理論引入數(shù)據(jù)融合中的目標(biāo)數(shù)據(jù)關(guān)聯(lián)問題,詳細(xì)描述了分布式目標(biāo)數(shù)據(jù)關(guān)聯(lián)推理判決系統(tǒng)的基本原理和系統(tǒng)結(jié)構(gòu),并在此基礎(chǔ)上設(shè)計了相應(yīng)的算法。該算法分為兩個階段即初步推理判決階段和分布式推理判決階段,最后對算法進(jìn)行了討論。Abstract: The theory of distributed inference and decision is a kind of theory to be used to solve the distributed interwound decision problems. This theory is first presented to solve the problem of target data association in this paper. The basic principle and structure of distributed target data association decision system are formulated and a algorithm for this problem is designed based on the principle and structure. The algorithm is divided into two stages , the one is initial inference and decision stage, another is distributed inference and decision stage. In the end of this paper the algorithm is discussed.
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Waltz E, Llinas J. Multisensor data fusion. Chicago IL: Arteh House 1990, 19-136.[2]Casnev P G, Prengan R J. Integration and automation of multiple co-located radars. Proc. IEEE EASCON. Florida: 1977. 10-IA-lE.[3]Bar Shalom Y, Tse E. Tracking in a cluttered environment with probabilistic data association Automatic, 1975, 2(9): 451-460.[4]Fortmann T E, Bar Shalom Y, Scheffe M. Multi-target tracking using joint probabilistic data association. Proc.1980 IEEE Conf, Decision and Control, Chicagto: December 1980,807-812.[5]Sittler R W. An optimal data association problem in surveillance theory. IEEE Tans. on Military Electronics, 1984, MIL-8(2): 125-139.[6]Dempster A P. A generalization of Bayesian inference. J. Royal Statistical Soc., Series B, 1986, 30(6): 27-38.[7]郭雷, 郭寶龍. 視覺神經(jīng)系統(tǒng)與分布式推理理論. 西安: 西安電子科技大學(xué)出版社, 1995,113-169.[8]Zeki S. 頭腦中的視象與腦. 科學(xué), 1993, 18(1): 20-27.[9]Alhakeem, Vershney P K. A unified approach to the design of decentralized detection systems. IEEE Trans. on AES, 1995, AES-31(1): 9-20. -
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