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Volumn 55, Issue 5 II, 2007, Pages 2203-2214

Nonstationary hidden Markov models for multiaspect discriminative feature extraction from radar targets

Author keywords

Feature extraction; High range resolution profile (HRRP); Markov chain Monte Carlo (MCMC); Nonstationary hidden Markov model (NSHMM); Radar target recognition

Indexed keywords

COMPUTER SIMULATION; FEATURE EXTRACTION; HIDDEN MARKOV MODELS; MONTE CARLO METHODS; SYNTHETIC APERTURE RADAR;

EID: 34247860645     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2007.892708     Document Type: Article
Times cited : (58)

References (27)
  • 1
    • 0036999089 scopus 로고    scopus 로고
    • Radar target recognition based on peak location of HRR profile and HMMs classifiers
    • B. Pei and Z. Bao, "Radar target recognition based on peak location of HRR profile and HMMs classifiers," in Proc. Radar, 2002, pp. 414-418.
    • (2002) Proc. Radar , pp. 414-418
    • Pei, B.1    Bao, Z.2
  • 2
    • 0035670849 scopus 로고    scopus 로고
    • A Gabor atom network for signal classification with application in radar target recognition
    • Dec
    • Y. Shi and X. D. Zhang, "A Gabor atom network for signal classification with application in radar target recognition," IEEE Trans. Signal Process., vol. 49, no. 12, pp. 2994-3004, Dec. 2001.
    • (2001) IEEE Trans. Signal Process , vol.49 , Issue.12 , pp. 2994-3004
    • Shi, Y.1    Zhang, X.D.2
  • 3
    • 0034250773 scopus 로고    scopus 로고
    • Model-based classification of radar images
    • Aug
    • H.-C. Chiang, R. L. Moses, and L. C. Potter, "Model-based classification of radar images," IEEE Trans. Inf. Theory, vol. 46, no. 5, pp. 1842-1854, Aug. 2000.
    • (2000) IEEE Trans. Inf. Theory , vol.46 , Issue.5 , pp. 1842-1854
    • Chiang, H.-C.1    Moses, R.L.2    Potter, L.C.3
  • 4
    • 0033155668 scopus 로고    scopus 로고
    • Robust statistical feature based aircraft identification
    • Jul
    • R. A. Mitchell and J. J. Westerkamp, "Robust statistical feature based aircraft identification," IEEE Trans. Aerosp. Electron. Syst., vol. 35, no. 3, pp. 1077-1094, Jul. 1999.
    • (1999) IEEE Trans. Aerosp. Electron. Syst , vol.35 , Issue.3 , pp. 1077-1094
    • Mitchell, R.A.1    Westerkamp, J.J.2
  • 5
    • 0030127593 scopus 로고    scopus 로고
    • Radar target classification of commercial aircraft
    • Apr
    • A. Zyweck and R. E. Bogner, "Radar target classification of commercial aircraft," IEEE Trans. Aerosp. Electron. Syst., vol. 32, no. 2, pp. 598-606, Apr. 1996.
    • (1996) IEEE Trans. Aerosp. Electron. Syst , vol.32 , Issue.2 , pp. 598-606
    • Zyweck, A.1    Bogner, R.E.2
  • 6
    • 0027558183 scopus 로고
    • Using range profiles as feature vectors to identify aerospace objects
    • Mar
    • H. J. Li and S. H. Yang, "Using range profiles as feature vectors to identify aerospace objects," IEEE Trans. Antennas Propag., vol. 41, no. 3, pp. 261-268, Mar. 1993.
    • (1993) IEEE Trans. Antennas Propag , vol.41 , Issue.3 , pp. 261-268
    • Li, H.J.1    Yang, S.H.2
  • 7
    • 0027623868 scopus 로고
    • Correlation filters for aircraft identification from radar range profiles
    • Jul
    • S. Hudson and D. Psaltis, "Correlation filters for aircraft identification from radar range profiles," IEEE Trans. Aerosp. Electron. Syst., vol. 29, no. 3, pp. 741-748, Jul. 1993.
    • (1993) IEEE Trans. Aerosp. Electron. Syst , vol.29 , Issue.3 , pp. 741-748
    • Hudson, S.1    Psaltis, D.2
  • 8
    • 0036465092 scopus 로고    scopus 로고
    • Properties of high-resolution range profiles
    • Feb
    • M. Xing, Z. Bao, and N. Pei, "Properties of high-resolution range profiles," Opt. Eng., vol. 41, pp. 493-504, Feb. 2002.
    • (2002) Opt. Eng , vol.41 , pp. 493-504
    • Xing, M.1    Bao, Z.2    Pei, N.3
  • 9
    • 0033718011 scopus 로고    scopus 로고
    • On the aspect sensitivity of high resolution range profiles and its reduction methods
    • X. Liao, Z. Bao, and M. Xing, "On the aspect sensitivity of high resolution range profiles and its reduction methods," in Proc. Radar 2000, pp. 310-315.
    • (2000) Proc. Radar , pp. 310-315
    • Liao, X.1    Bao, Z.2    Xing, M.3
  • 10
    • 0032653462 scopus 로고    scopus 로고
    • Hidden Markov models for multiaspect target classification
    • Jul
    • P. Runkle, P. K. Bharadwaj, L. Couchman, and L. Carin, "Hidden Markov models for multiaspect target classification," IEEE Trans. Signal Process., vol. 47, no. 7, pp. 2035-2040, Jul. 1999.
    • (1999) IEEE Trans. Signal Process , vol.47 , Issue.7 , pp. 2035-2040
    • Runkle, P.1    Bharadwaj, P.K.2    Couchman, L.3    Carin, L.4
  • 11
    • 0033347431 scopus 로고    scopus 로고
    • Target identification with wave-based matching pursuits and hidden Markov models
    • Oct
    • P. K. Bharadwaj, P. Runkle, and L. Carin, "Target identification with wave-based matching pursuits and hidden Markov models," IEEE Trans. Antennas Propag., vol. 47, no. 10, pp. 1543-1554, Oct. 1999.
    • (1999) IEEE Trans. Antennas Propag , vol.47 , Issue.10 , pp. 1543-1554
    • Bharadwaj, P.K.1    Runkle, P.2    Carin, L.3
  • 12
    • 0033307581 scopus 로고    scopus 로고
    • Multiaspect target identification with wave-based matching pursuits and continuous hidden Markov models
    • Dec
    • P. Runkle, L. Carin, L. Couchman, T. J. Yoder, and J. A. Bucaro, "Multiaspect target identification with wave-based matching pursuits and continuous hidden Markov models," IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, no. 12, pp. 1371-1378, Dec. 1999.
    • (1999) IEEE Trans. Pattern Anal. Mach. Intell , vol.21 , Issue.12 , pp. 1371-1378
    • Runkle, P.1    Carin, L.2    Couchman, L.3    Yoder, T.J.4    Bucaro, J.A.5
  • 13
    • 0036821496 scopus 로고    scopus 로고
    • Identification of ground targets from sequential HRR radar signatures
    • Oct
    • X. Liao, P. Runkle, and L. Carin, "Identification of ground targets from sequential HRR radar signatures," IEEE Trans. Aerosp. Electron. Syst., vol. 38, no. 10, pp. 1230-1242, Oct. 2002.
    • (2002) IEEE Trans. Aerosp. Electron. Syst , vol.38 , Issue.10 , pp. 1230-1242
    • Liao, X.1    Runkle, P.2    Carin, L.3
  • 14
    • 0344443784 scopus 로고    scopus 로고
    • Quantization of multiaspect scattering data: Target classification and pose estimation
    • Dec
    • Y. Dong and L. Carin, "Quantization of multiaspect scattering data: target classification and pose estimation," IEEE Trans. Signal Process., vol. 51, no. 12, pp. 3105-3314, Dec. 2003.
    • (2003) IEEE Trans. Signal Process , vol.51 , Issue.12 , pp. 3105-3314
    • Dong, Y.1    Carin, L.2
  • 15
    • 0042349406 scopus 로고    scopus 로고
    • Rate-distortion analysis of discrete-HMM pose estimation via multiaspect scattering data
    • Jul
    • Y. Dong and L. Carin, "Rate-distortion analysis of discrete-HMM pose estimation via multiaspect scattering data," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 7, pp. 872-883, Jul. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell , vol.25 , Issue.7 , pp. 872-883
    • Dong, Y.1    Carin, L.2
  • 16
    • 0029368174 scopus 로고
    • Nonstationary hidden Markov model
    • B. Sin and J. H. Kim, "Nonstationary hidden Markov model," Signal Process., vol. 46, pp. 31-46, 1995.
    • (1995) Signal Process , vol.46 , pp. 31-46
    • Sin, B.1    Kim, J.H.2
  • 17
    • 0029184546 scopus 로고
    • State duration modeling in hidden Markov models
    • S. V. Vaseghi, "State duration modeling in hidden Markov models," Signal Process., vol. 41, pp. 31-41, 1995.
    • (1995) Signal Process , vol.41 , pp. 31-41
    • Vaseghi, S.V.1
  • 18
    • 0030086309 scopus 로고    scopus 로고
    • Efficient raixed-spectrum estimation with application to target feature extraction
    • Feb
    • J. Li and P. Stoica, "Efficient raixed-spectrum estimation with application to target feature extraction," IEEE Trans. Signal Process., vol. 44, no. 2, pp. 281-295, Feb. 1996.
    • (1996) IEEE Trans. Signal Process , vol.44 , Issue.2 , pp. 281-295
    • Li, J.1    Stoica, P.2
  • 19
    • 0036571002 scopus 로고    scopus 로고
    • An MCMC sampling approach to estimation of nonstationary hidden Markov models
    • May
    • M. D. Petar and J. Chun, "An MCMC sampling approach to estimation of nonstationary hidden Markov models," IEEE Trans. Signal Process., vol. 50, no. 5, pp. 1113-1123, May 2002.
    • (2002) IEEE Trans. Signal Process , vol.50 , Issue.5 , pp. 1113-1123
    • Petar, M.D.1    Chun, J.2
  • 20
    • 0018918171 scopus 로고
    • An algorithm for vector quantizer design
    • Jan
    • Y. Linde, A. Buzo, and R. M. Gray, "An algorithm for vector quantizer design," IEEE Trans. Commun., vol. 28, no. 1, pp. 84-95, Jan. 1980.
    • (1980) IEEE Trans. Commun , vol.28 , Issue.1 , pp. 84-95
    • Linde, Y.1    Buzo, A.2    Gray, R.M.3
  • 21
    • 0017442627 scopus 로고
    • Aircraft identification by moments invariants
    • Jan
    • S. A. Dudani, K. J. Breeding, and R. B. McGhee, "Aircraft identification by moments invariants," IEEE Trans. Comput., vol. 26, no. 1, pp. 39-45, Jan. 1977.
    • (1977) IEEE Trans. Comput , vol.26 , Issue.1 , pp. 39-45
    • Dudani, S.A.1    Breeding, K.J.2    McGhee, R.B.3
  • 23
    • 0025493667 scopus 로고
    • The segmental K-means algorithm for estimating the parameters of hidden Markov models
    • Sep
    • B. H. Juang, L. R. Rabiner, and R. B. McGhee, "The segmental K-means algorithm for estimating the parameters of hidden Markov models," IEEE Trans. Accoust, Speech, Signal Process., vol. 38, no. 9, pp. 1639-1941, Sep. 1990.
    • (1990) IEEE Trans. Accoust, Speech, Signal Process , vol.38 , Issue.9 , pp. 1639-1941
    • Juang, B.H.1    Rabiner, L.R.2    McGhee, R.B.3
  • 24
    • 0015600423 scopus 로고
    • The Viterbi algorithm
    • Mar
    • G. D. Forney, "The Viterbi algorithm," Proc. IEEE, vol. 61, no. 2, pp. 263-278, Mar. 1973.
    • (1973) Proc. IEEE , vol.61 , Issue.2 , pp. 263-278
    • Forney, G.D.1
  • 26
    • 0027578206 scopus 로고
    • Radar target identification
    • Apr
    • C. A. Smith and P. M. Goggans, "Radar target identification," IEEE Antennas Propag. Mag., vol. 35, no. 4, pp. 27-37, Apr. 1993.
    • (1993) IEEE Antennas Propag. Mag , vol.35 , Issue.4 , pp. 27-37
    • Smith, C.A.1    Goggans, P.M.2
  • 27
    • 0033155668 scopus 로고    scopus 로고
    • Robust statistical feature based aircraft identification
    • Jul
    • R. A. Mitchell and J. J. Westerkamp, "Robust statistical feature based aircraft identification," IEEE Trans. Aerosp. Electron. Syst., vol. 35, no. 7, pp. 1077-1094, Jul. 1999.
    • (1999) IEEE Trans. Aerosp. Electron. Syst , vol.35 , Issue.7 , pp. 1077-1094
    • Mitchell, R.A.1    Westerkamp, J.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.