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Volumn 84, Issue 10, 1996, Pages 1442-1457

Neural network optimization for multi-target multi-sensor passive tracking

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION METHODS; GENETIC ALGORITHMS; HEURISTIC METHODS; INTEGER PROGRAMMING; LAGRANGE MULTIPLIERS; MATHEMATICAL MODELS; OPTIMIZATION; SENSORS; TRACKING (POSITION);

EID: 0030270910     PISSN: 00189219     EISSN: None     Source Type: Journal    
DOI: 10.1109/5.537110     Document Type: Article
Times cited : (38)

References (46)
  • 2
    • 33646929679 scopus 로고
    • Holographic neural networks based on multi-grating processes
    • B. Javidi and J. L. Honer, Eds. New York: Academic
    • Y. Owechko and B. H. Soffer, "Holographic neural networks based on multi-grating processes," in Real-Time Optical Information Processing, B. Javidi and J. L. Honer, Eds. New York: Academic, 1994.
    • (1994) Real-Time Optical Information Processing
    • Owechko, Y.1    Soffer, B.H.2
  • 4
    • 33646926315 scopus 로고    scopus 로고
    • Neural networks for combinatorial optimization
    • E. Fiesler and R. Beale, Eds. Oxford: Oxford Univ. Press
    • S. Shams, "Neural networks for combinatorial optimization," in Handbook of Neural Computation, E. Fiesler and R. Beale, Eds. Oxford: Oxford Univ. Press, 1996.
    • (1996) Handbook of Neural Computation
    • Shams, S.1
  • 5
    • 36149034729 scopus 로고
    • Statistical mechanics as the underlying theory of 'elastic' and 'neural' optimizations
    • P. D. Simic, "Statistical mechanics as the underlying theory of 'elastic' and 'neural' optimizations," Network, vol. 1, pp. 89-103, 1990.
    • (1990) Network , vol.1 , pp. 89-103
    • Simic, P.D.1
  • 6
    • 0029359429 scopus 로고
    • 2-D Multitarget angle tracking algorithm using sensor array
    • Y. H. Chen and Y. T. Lian, "2-D Multitarget angle tracking algorithm using sensor array," IEE Proc. Radar, Sonar, Navig., vol. 142, pp. 158-161, 1995.
    • (1995) IEE Proc. Radar, Sonar, Navig. , vol.142 , pp. 158-161
    • Chen, Y.H.1    Lian, Y.T.2
  • 7
    • 0025746171 scopus 로고
    • An efficient algorithm for tracking the angles of arrival of moving targets
    • C. R. Sastry, E. W. Kamen, and M. Simaan, "An efficient algorithm for tracking the angles of arrival of moving targets," IEEE Trans. Signal Process., vol. 39, pp. 242-246, 1991.
    • (1991) IEEE Trans. Signal Process , vol.39 , pp. 242-246
    • Sastry, C.R.1    Kamen, E.W.2    Simaan, M.3
  • 8
    • 33748162842 scopus 로고
    • Multiple target estimation using multiple angleonly sensors
    • Feb.
    • P. R. Williams, "Multiple target estimation using multiple angleonly sensors," Hughes Aircraft, Internal Rep., Feb. 1984.
    • (1984) Hughes Aircraft, Internal Rep.
    • Williams, P.R.1
  • 10
    • 11144231635 scopus 로고
    • Genetic algorithms in passive tracking
    • Claremont Grad. School, May
    • J. Angus et al., "Genetic algorithms in passive tracking," Claremont Grad. School, Math Clinic Rep., May 1993.
    • (1993) Math Clinic Rep.
    • Angus, J.1
  • 11
    • 0016552254 scopus 로고
    • Tracking in a cluttered environment with pobabilistic data association
    • Y. Bar-Shalom and E. Tse, 'Tracking in a cluttered environment with pobabilistic data association," Automatica, vol. 11, pp. 451-460, 1975.
    • (1975) Automatica , vol.11 , pp. 451-460
    • Bar-Shalom, Y.1    Tse, E.2
  • 12
    • 0017503505 scopus 로고
    • Application of 0-1 integer programming of multitarget tracking problems
    • C. L. Morefield, "Application of 0-1 integer programming of multitarget tracking problems," IEEE Trans. Auto. Contr., vol. 22, pp. 302-312, 1977.
    • (1977) IEEE Trans. Auto. Contr. , vol.22 , pp. 302-312
    • Morefield, C.L.1
  • 13
    • 0016473471 scopus 로고
    • A branching algorithm for discriminating and detecting multiple objects
    • P. Smith and G. Buechler, "A branching algorithm for discriminating and detecting multiple objects," IEEE Trans. Auto. Contr., vol. 20, pp. 101-104, 1975.
    • (1975) IEEE Trans. Auto. Contr. , vol.20 , pp. 101-104
    • Smith, P.1    Buechler, G.2
  • 15
    • 0004469897 scopus 로고
    • Neurons with graded response have collective computational properties like those of two-state neurons
    • J. J. Hopfield, "Neurons with graded response have collective computational properties like those of two-state neurons," Proc. Natl. Acad. Sci., vol. 81, pp. 3088-3092, 1984.
    • (1984) Proc. Natl. Acad. Sci. , vol.81 , pp. 3088-3092
    • Hopfield, J.J.1
  • 16
    • 0021835689 scopus 로고
    • 'Neural' computation of decisions in optimization problems
    • J. J. Hopfield and D. W. Tank, "'Neural' computation of decisions in optimization problems," Biol. Cybern., vol. 52, pp. 141-152, 1985.
    • (1985) Biol. Cybern. , vol.52 , pp. 141-152
    • Hopfield, J.J.1    Tank, D.W.2
  • 17
    • 0023657610 scopus 로고
    • An analogue approach to the traveling salesman problem using an elastic net method
    • R. Durbin and D. Willshaw, "An analogue approach to the traveling salesman problem using an elastic net method," Nature, vol. 326, pp. 689-691, 1987.
    • (1987) Nature , vol.326 , pp. 689-691
    • Durbin, R.1    Willshaw, D.2
  • 20
    • 0000155356 scopus 로고
    • An analysis of the elastic net approach to the traveling salesman problem
    • R. Durbin, R. Szeliski, and A. Yuille, "An analysis of the elastic net approach to the traveling salesman problem," Neur. Comp., vol. 1, pp. 348-358, 1989.
    • (1989) Neur. Comp. , vol.1 , pp. 348-358
    • Durbin, R.1    Szeliski, R.2    Yuille, A.3
  • 22
    • 0000440915 scopus 로고
    • Constrained nets for graph matching and other quadratic assignment problems
    • P. D. Simic, "Constrained nets for graph matching and other quadratic assignment problems," Neur. Computation, vol. 3, pp. 268-281, 1991.
    • (1991) Neur. Computation , vol.3 , pp. 268-281
    • Simic, P.D.1
  • 23
    • 0025489075 scopus 로고
    • The self-organizing map
    • T. Kohonen, "The self-organizing map," Proc. IEEE, vol. 78, pp. 1464-1480, 1990.
    • (1990) Proc. IEEE , vol.78 , pp. 1464-1480
    • Kohonen, T.1
  • 24
    • 33646916498 scopus 로고
    • A new self-organizing model for angle-only target deghosting and tracking
    • Washington, DC
    • S. Shams, "A new self-organizing model for angle-only target deghosting and tracking," in Proc. World Cong. Neur. Networks '95, Washington, DC, 1995, vol. 2, pp. 646-651.
    • (1995) Proc. World Cong. Neur. Networks '95 , vol.2 , pp. 646-651
    • Shams, S.1
  • 25
    • 84947460474 scopus 로고
    • Simultaneous recognition of multiple objects using the MEM model
    • Malaga, Spain
    • _, "Simultaneous recognition of multiple objects using the MEM model," in Proc. Int. Workshop on Artificial Neur. Networks '95, Malaga, Spain, 1995, pp. 919-925.
    • (1995) Proc. Int. Workshop on Artificial Neur. Networks '95 , pp. 919-925
  • 26
    • 0029589366 scopus 로고
    • Multiple elastic modules for visual pattern recognition
    • _, "Multiple elastic modules for visual pattern recognition," Neur. Networks, vol. 8, no. 9, pp. 1439-1456, 1995.
    • (1995) Neur. Networks , vol.8 , Issue.9 , pp. 1439-1456
  • 27
    • 33646918207 scopus 로고
    • DNA sequence alignment using the MEM model
    • Hughes Res. Labs, Mar.
    • _, "DNA sequence alignment using the MEM model," Hughes Res. Labs, Internal Rep., Mar. 1994.
    • (1994) Internal Rep.
  • 29
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C. D. Gelatt, Jr., and M. P. Vecchi, "Optimization by simulated annealing," Science, vol. 220, pp. 671-680, 1983.
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt Jr., C.D.2    Vecchi, M.P.3
  • 30
    • 0005350056 scopus 로고
    • Suboptimum solutions obtained by the Hopfield tank neural network algorithm
    • D. Kunz, "Suboptimum solutions obtained by the Hopfield tank neural network algorithm," Biol. Cybern., vol. 65, pp. 129-133, 1991.
    • (1991) Biol. Cybern. , vol.65 , pp. 129-133
    • Kunz, D.1
  • 31
    • 0000719901 scopus 로고
    • Scaling the neural network TSP algorithm
    • R. Cuykendall and R. Reese, "Scaling the neural network TSP algorithm," Biol. Cybern., vol. 60, pp. 365-371, 1989.
    • (1989) Biol. Cybern. , vol.60 , pp. 365-371
    • Cuykendall, R.1    Reese, R.2
  • 32
    • 0027259668 scopus 로고
    • An analytical framework for optimizing neural networks
    • A. H. Gee, S. V. B. Aiyer, and R. W. Prager, "An analytical framework for optimizing neural networks," Neur. Networks, vol. 6, pp. 79-97, 1993.
    • (1993) Neur. Networks , vol.6 , pp. 79-97
    • Gee, A.H.1    Aiyer, S.V.B.2    Prager, R.W.3
  • 33
    • 0024800155 scopus 로고
    • Improving the performance of the Hopfield-Tank neural network through normalization and annealing
    • D. E. Van den Bout and T. K. Miller, "Improving the performance of the Hopfield-Tank neural network through normalization and annealing," Biol. Cybern., vol. 62, pp. 129-139, 1989.
    • (1989) Biol. Cybern. , vol.62 , pp. 129-139
    • Van Den Bout, D.E.1    Miller, T.K.2
  • 34
    • 0024127287 scopus 로고
    • Self-organizing feature maps and the traveling salesman problem
    • B. Angeniol, G. D. L. C. Vaubois, and J.-Y. L. Texier, "Self-organizing feature maps and the traveling salesman problem," Neur. Networks, vol. 1, pp. 289-293, 1988.
    • (1988) Neur. Networks , vol.1 , pp. 289-293
    • Angeniol, B.1    Vaubois, G.D.L.C.2    Texier, J.-Y.L.3
  • 35
    • 0013423462 scopus 로고
    • Design of competition-based neural networks for combinatorial optimization
    • L. Fang and T. Li, "Design of competition-based neural networks for combinatorial optimization," Int. J. Neur. Syst., vol. 1, pp. 221-235, 1990.
    • (1990) Int. J. Neur. Syst. , vol.1 , pp. 221-235
    • Fang, L.1    Li, T.2
  • 36
    • 0010357963 scopus 로고
    • Dynamical random neural network approach to the traveling salesman problem
    • E. Gelenbe, V. Koubi, and F. Pekergin, "Dynamical random neural network approach to the traveling salesman problem," Elektrik, vol. 2, pp. 1-9, 1994.
    • (1994) Elektrik , vol.2 , pp. 1-9
    • Gelenbe, E.1    Koubi, V.2    Pekergin, F.3
  • 37
    • 0026290245 scopus 로고
    • FLEXMAP - A neural network for the traveling salesman problem with linear time and space complexity
    • Singapore
    • B. Fritzke and P. Wilke, "FLEXMAP - A neural network for the traveling salesman problem with linear time and space complexity," presented at Int. Joint Conf. Neur. Networks, Singapore, 1991.
    • (1991) Int. Joint Conf. Neur. Networks
    • Fritzke, B.1    Wilke, P.2
  • 38
    • 0027540270 scopus 로고
    • A hybrid neural network model for solving optimization problems
    • K. T. Sun and H. C. Fu, "A hybrid neural network model for solving optimization problems," IEEE Trans. Computer, vol. 42, pp. 218-227, 1993.
    • (1993) IEEE Trans. Computer , vol.42 , pp. 218-227
    • Sun, K.T.1    Fu, H.C.2
  • 39
    • 0025894223 scopus 로고
    • Effective neural algorithms for the traveling salesman problem
    • X. Xu and W. T. Tsai, "Effective neural algorithms for the traveling salesman problem," Neur. Networks, vol. 4, pp. 193-205, 1991.
    • (1991) Neur. Networks , vol.4 , pp. 193-205
    • Xu, X.1    Tsai, W.T.2
  • 40
    • 0002595644 scopus 로고
    • Generalized deformable models, statistical physics, and matching problems
    • A. L. Yuille, "Generalized deformable models, statistical physics, and matching problems," Neur. Comp., vol. 2, pp. 1-24, 1990.
    • (1990) Neur. Comp. , vol.2 , pp. 1-24
    • Yuille, A.L.1
  • 41
    • 38249010798 scopus 로고
    • A new mapping heuristic based on mean field annealing
    • T. Bultan and C. Aykanat, "A new mapping heuristic based on mean field annealing," J. Parallel and Dist. Comp., vol. 16, pp. 292-305, 1992.
    • (1992) J. Parallel and Dist. Comp. , vol.16 , pp. 292-305
    • Bultan, T.1    Aykanat, C.2
  • 42
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images," IEEE Trans. Patt. Anal. Mach. Intell., vol. PAMI-6, pp. 721-741, 1984.
    • (1984) IEEE Trans. Patt. Anal. Mach. Intell. , vol.PAMI-6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 43
    • 0009574868 scopus 로고
    • A comparative study of the Kohonen self-organizing map and the elastic net
    • S. J. Hanson, T. Petsche, M. Kearns, and R. L. Rivest, Eds.
    • Y.-F. Wong, "A comparative study of the Kohonen self-organizing map and the elastic net," in Computational Learning Theory and Natural Learning Systems, S. J. Hanson, T. Petsche, M. Kearns, and R. L. Rivest, Eds., 1994, vol. 2.
    • (1994) Computational Learning Theory and Natural Learning Systems , vol.2
    • Wong, Y.-F.1
  • 46
    • 33646923037 scopus 로고    scopus 로고
    • Dynamic binding through self-organizing focus of attention in a novel integrate-fire neural network
    • Hughes Res. Lab.
    • S. Shams, "Dynamic binding through self-organizing focus of attention in a novel integrate-fire neural network," Int. Rep. No. 600, Hughes Res. Lab., 1996.
    • (1996) Int. Rep. No. 600 , vol.600
    • Shams, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.