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Volumn 87, Issue 11, 2007, Pages 2733-2745

A minimum-error entropy criterion with self-adjusting step-size (MEE-SAS)

Author keywords

MEE SAS; Minimum error entropy (MEE); Renyi's entropy; Supervised training

Indexed keywords

MEE-SAS; MINIMUM-ERROR ENTROPY (MEE); RENYI'S ENTROPY; SUPERVISED TRAINING;

EID: 34447268451     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2007.05.003     Document Type: Article
Times cited : (27)

References (25)
  • 2
    • 0031143940 scopus 로고    scopus 로고
    • Adaptive echo cancellation using least mean mixed-norm algorithm
    • Zerguine A., Cowan C.F.N., and Bettayeb M. Adaptive echo cancellation using least mean mixed-norm algorithm. IEEE Trans. Signal Process. 45 5 (May 1997) 1340-1343
    • (1997) IEEE Trans. Signal Process. , vol.45 , Issue.5 , pp. 1340-1343
    • Zerguine, A.1    Cowan, C.F.N.2    Bettayeb, M.3
  • 3
    • 30844473536 scopus 로고
    • Channel equalization
    • Kalouptsidis N., and Theodorids S. (Eds), Prentice-Hall, Englewood Cliffs, NJ
    • Cowan C.F.N. Channel equalization. In: Kalouptsidis N., and Theodorids S. (Eds). Adaptive System Identification and Signal Processing Algorithms (1993), Prentice-Hall, Englewood Cliffs, NJ 388-406
    • (1993) Adaptive System Identification and Signal Processing Algorithms , pp. 388-406
    • Cowan, C.F.N.1
  • 6
    • 0021392489 scopus 로고
    • The least mean fourth (LMF) adaptive algorithm and its family
    • Walach E., and Widrow B. The least mean fourth (LMF) adaptive algorithm and its family. IEEE Trans. Inform. Theory 30 2 (March 1984) 275-283
    • (1984) IEEE Trans. Inform. Theory , vol.30 , Issue.2 , pp. 275-283
    • Walach, E.1    Widrow, B.2
  • 8
    • 0030169938 scopus 로고    scopus 로고
    • Convergence and steady-state properties of the least-mean mixed norm (LMMN) adaptive algorithm
    • Tanrikulu O., and Chambers J.A. Convergence and steady-state properties of the least-mean mixed norm (LMMN) adaptive algorithm. IEEE Proc. Vision, Image, Signal Process. 143 (June 1996) 137-142
    • (1996) IEEE Proc. Vision, Image, Signal Process. , vol.143 , pp. 137-142
    • Tanrikulu, O.1    Chambers, J.A.2
  • 9
    • 34447260790 scopus 로고    scopus 로고
    • C.F.N. Cowan, C. Rusu, Adaptive echo cancellation using cost function adaptation, in: Conference Digest of Fourth IMA International Conference on Mathematics in Signal Processing, Warwick, UK, December 1996.
  • 10
    • 0000986833 scopus 로고    scopus 로고
    • Information theoretic learning
    • Haykin S. (Ed), Wiley, New York
    • Principe J.C., Xu D., and Fisher J. Information theoretic learning. In: Haykin S. (Ed). Unsupervised Adaptive Filtering vol. I (2000), Wiley, New York 265-319
    • (2000) Unsupervised Adaptive Filtering , vol.I , pp. 265-319
    • Principe, J.C.1    Xu, D.2    Fisher, J.3
  • 11
    • 84856043672 scopus 로고
    • A mathematical theory of communications
    • Shannon C.E. A mathematical theory of communications. Bell Syst. Tech. J. 27 (1948) 379-423
    • (1948) Bell Syst. Tech. J. , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 12
    • 34447268246 scopus 로고    scopus 로고
    • A. Renyi, Some Fundamental Questions of Information Theory, Selected Papers of Alfred Renyi, 2, Akademia Kiado, Budapest, 1976, pp. 526-552.
  • 13
    • 0036737108 scopus 로고    scopus 로고
    • Generalized information potential criterion for adaptive system training
    • Erdogmus D., and Principe J.C. Generalized information potential criterion for adaptive system training. IEEE Trans. Neural Networks 13 5 (September 2002) 1035-1044
    • (2002) IEEE Trans. Neural Networks , vol.13 , Issue.5 , pp. 1035-1044
    • Erdogmus, D.1    Principe, J.C.2
  • 14
    • 0036647905 scopus 로고    scopus 로고
    • An error entropy minimization algorithm for supervised training of nonlinear adaptive systems
    • Erdogmus D., and Principe J.C. An error entropy minimization algorithm for supervised training of nonlinear adaptive systems. IEEE Trans. Signal Process. 50 7 (July 2002) 1780-1786
    • (2002) IEEE Trans. Signal Process. , vol.50 , Issue.7 , pp. 1780-1786
    • Erdogmus, D.1    Principe, J.C.2
  • 15
    • 3843114488 scopus 로고    scopus 로고
    • Advanced search algorithms for information-theoretic learning with kernel-based estimators
    • Morejon R.A., and Principe J.C. Advanced search algorithms for information-theoretic learning with kernel-based estimators. IEEE Trans. Neural Networks 15 4 (July 2004) 874-884
    • (2004) IEEE Trans. Neural Networks , vol.15 , Issue.4 , pp. 874-884
    • Morejon, R.A.1    Principe, J.C.2
  • 16
    • 0041663375 scopus 로고    scopus 로고
    • Online entropy manipulation: stochastic information gradient
    • Erdogmus D., Principe J.C., and Hild II K.E. Online entropy manipulation: stochastic information gradient. IEEE Signal Process. Lett. 10 8 (August 2003) 242-245
    • (2003) IEEE Signal Process. Lett. , vol.10 , Issue.8 , pp. 242-245
    • Erdogmus, D.1    Principe, J.C.2    Hild II, K.E.3
  • 18
    • 0031102202 scopus 로고    scopus 로고
    • A robust variable step-size LMS-type algorithm: analysis and simulations
    • Aboulnasr T., and Mayyas K. A robust variable step-size LMS-type algorithm: analysis and simulations. IEEE Trans. Signal Process. 45 3 (1997) 631-639
    • (1997) IEEE Trans. Signal Process. , vol.45 , Issue.3 , pp. 631-639
    • Aboulnasr, T.1    Mayyas, K.2
  • 19
    • 0033101968 scopus 로고    scopus 로고
    • A novel kurtosis driven variable step-size adaptive algorithm
    • Pazaitis D.I., and Constantinides A.G. A novel kurtosis driven variable step-size adaptive algorithm. IEEE Trans. Signal Process. 47 3 (1997) 864-872
    • (1997) IEEE Trans. Signal Process. , vol.47 , Issue.3 , pp. 864-872
    • Pazaitis, D.I.1    Constantinides, A.G.2
  • 20
    • 0442279693 scopus 로고    scopus 로고
    • H-C. Shin, A.H. Sayed, W-J. Song, Variable step-size NLMS and affine projection algorithms, IEEE Signal Process. Lett. (2004).
  • 21
    • 0038538359 scopus 로고    scopus 로고
    • Convergence properties and data efficiency of the minimum error entropy criterion in adaline training
    • Erdogmus D., and Principe J.C. Convergence properties and data efficiency of the minimum error entropy criterion in adaline training. IEEE Trans. Signal Process. 51 7 (July 2003) 1966-1978
    • (2003) IEEE Trans. Signal Process. , vol.51 , Issue.7 , pp. 1966-1978
    • Erdogmus, D.1    Principe, J.C.2
  • 22
    • 33749079197 scopus 로고    scopus 로고
    • S. Han, S. Rao, D. Erdogmus, J.C. Principe, An Improved Minimum Error Entropy Criterion with Self-Adjusting Step-Size, IEEE International Workshop on Machine Learning for Signal Processing (MLSP'05), Mystic, Connecticut, September 2005, pp. 317-322.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.