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檢測數(shù)據(jù)觸合算法分析

闕渭焰 彭應(yīng)寧 陸大(纟金) 侯秀英

闕渭焰, 彭應(yīng)寧, 陸大(纟金), 侯秀英. 檢測數(shù)據(jù)觸合算法分析[J]. 電子與信息學(xué)報(bào), 1997, 19(3): 393-402.
引用本文: 闕渭焰, 彭應(yīng)寧, 陸大(纟金), 侯秀英. 檢測數(shù)據(jù)觸合算法分析[J]. 電子與信息學(xué)報(bào), 1997, 19(3): 393-402.
Que Weiyan, Peng Yingning, Lu Dajin, Hou Xiuying . ANALYSIS OF DATA FUSION ALGORITHMS FOR DETECTION PROBLEM[J]. Journal of Electronics & Information Technology, 1997, 19(3): 393-402.
Citation: Que Weiyan, Peng Yingning, Lu Dajin, Hou Xiuying . ANALYSIS OF DATA FUSION ALGORITHMS FOR DETECTION PROBLEM[J]. Journal of Electronics & Information Technology, 1997, 19(3): 393-402.

檢測數(shù)據(jù)觸合算法分析

ANALYSIS OF DATA FUSION ALGORITHMS FOR DETECTION PROBLEM

  • 摘要: 雷達(dá)組網(wǎng)反隱身目標(biāo)探測技術(shù)是現(xiàn)代軍事領(lǐng)域比較關(guān)注的一個(gè)問題,其中的多傳感器數(shù)據(jù)融合技術(shù)又是一熱點(diǎn)問題,因而有必要從概念和應(yīng)用上對(duì)其進(jìn)行了解并為檢測數(shù)據(jù)融合算法的研究提供一個(gè)可參照的框架。為此,本文首先說明了多傳感器下的檢測問題和經(jīng)典檢測問題的相互關(guān)系,進(jìn)而結(jié)合信息論的觀點(diǎn)就近年來出現(xiàn)的一些典型檢測融合算法進(jìn)行了分析和比較,同時(shí)提出了其它可能的一些算法類型。最后,通過計(jì)算說明數(shù)據(jù)融合技術(shù)對(duì)探測系統(tǒng)的影響和對(duì)反隱身系統(tǒng)的重要意義。
  • Waltz E, Llina J. Multisensor Data Fusion. Boston: Artech House, 1990, Charpter 1-12.[2]Blahut R E. Principles and Practice of Information Theory. Sydney: Addison-Wesley Publishing Company, 1987, Charpter 4.[3]Kailath T. The divergence and Bhattacharyya distance measure in signal selection. IEEE Trans. on COM, 1967, COM-15(1): 52-60.[4]Bahert W F. The beginning of stealth technology. IEEE Trans. on AES, 1993, AES-29(4): 1376-1385.[5]Srinivasan R. Distributed radar detection theory. IEE Proc: F,1986,133 (1)55-60.[6]Volstrom C W. Gradient algorithm for quantization levels in distributed detection systems. IEEE Trans. on AES, 1995, AES-31(1): 390-398.[7]Chair Z. Optimal data fusion in multiple sensor detection system. IEEE Trans. on AES, 1986, AES-22(1): 98-101.[8]Sadjadi F A. Hypotheses testing in a distributed environment. IEEE Trans. on AES, 1986, AES-22(2): 134-137.[9]Reibman A R. Optimal detection and performance of distributed sensor system. IEEE Trans. on AES, 1987, AES-23(1): 24-30.[10]Thomopoulos S C A. Optimal decision fusion in multiple sensor system. IEEE Trans. on AES,1987, AES-23(5): 644-653.[11]Lee C C. Optimal local decision space partitioning for distributed detection. IEEE Trans. on AES, 1989, AES-25(4): 536-544.[12]Tao Li. Optimal multiple level decision fusion with distributed sensors. IEEE Trans. on AES, 1989, AES-29(4): 1252-1259.[13]Thomopoulos S C A, Bougonlias D K, Wann C D. Dignet: An unsupervised-learning clustering algorithm for clustering and data fusion. IEEE Trans. on AES, 1995, AES-31(1): 21-38.[14]Jun Han. Distributed binary integration. IEEE Trans. on AES, 1993, AES-29(1): 2-8.[15]Papastavrou J D. Distributed detection by a large team of sensors in tandem. IEEE Trans. on AES, 1992, AES-28(3): 639-652.[16]Viswanathan R. Optimal serial distributed decision fusion. IEEE Trans. on AES, 1988, AES-24(4): 366-376.[17]Swaszek P F. On the performance of serial networks in distributed detection. IEEE Trans. on AES, 1992, AES-29(1): 254-259.[18]Veeravalli V V, Briar T, Poor H V. Decentralized sequential detection with a fusion center performing the sequential test. IEEE Trans. on IT, 1993, IT-39(2): 433-442.[19]Geraniotis E, Chau Y A. Robust data fusion for multisenaor detection systems. IEEE Trans. on IT, 1990, IT-36(6): 1265-1279.[20]Alhakeem S, Vershney P K. A unified approach to the design of decentralized detection systems. IEEE Trans. on AES, 1995, AES-31(1): 9-20.[21]Swaszek P F, Willett P. Parley as an approach to distributed detection. IEEE Trans. on AES, 1995, AES-31(1) : 446-457.[22]Klein L A. A Boolean algebra appoach to multiple seneor voting fusion. IEEE Trans. on AES, 1993, AES-29(2): 317-327.[23]Klein L A. Processing requirements for multisensor low-cost brilliant munitions, IEEE Trans. on AES, 1993, AES-29(4): 1084-1094.[24](due W, Peng Y, Lu D, Hou X. An approach to radar netting. 1996 CIE International Conference of Radar Proceedings, Beijing: 1996, IEEE Press, 1996, 573-577.
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出版歷程
  • 收稿日期:  1996-06-16
  • 修回日期:  1996-11-14
  • 刊出日期:  1997-05-19

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