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Volumn 8138, Issue , 2011, Pages

Radio Frequency (RF) transient classification using sparse representations over learned dictionaries

Author keywords

dictionary learning; Hebbian learning algorithm; K SVD algorithm; RF classification; sparse representation

Indexed keywords

DICTIONARY LEARNING; HEBBIAN LEARNING ALGORITHM; K-SVD ALGORITHM; RF CLASSIFICATION; SPARSE REPRESENTATION;

EID: 80055036601     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.898894     Document Type: Conference Paper
Times cited : (9)

References (11)
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    • Fast matching pursuit with a multi-scale dictionary of Gaussian chirps
    • R. Gribonval, "Fast matching pursuit with a multi-scale dictionary of Gaussian chirps," IEEE Transactions on Signal Processing 49, 994-1001 (2001).
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    • Gribonval, R.1
  • 2
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by V1?
    • B. A. Olshausen, and D. J. Field, "Sparse coding with an overcomplete basis set: A strategy employed by V1?,"Vision Research, 37(23), 3311-3325 (1997).
    • (1997) Vision Research , vol.37 , Issue.23 , pp. 3311-3325
    • Olshausen, B.A.1    Field, D.J.2
  • 3
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
    • M. Aharon, M. Elad, and A. Bruckstein, "K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation," IEEE Transactions on Signal Processing, 54(11), 4311-4322 (2006).
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 6
    • 79960078128 scopus 로고    scopus 로고
    • Classification of transient signals using sparse representations over adaptive dictionaries
    • D. I. Moody, S. P. Brumby, K. L. Myers, and N. H. Pawley, "Classification of transient signals using sparse representations over adaptive dictionaries," Proceedings of SPIE, vol. 8058, (2011).
    • (2011) Proceedings of SPIE , vol.8058
    • Moody, D.I.1    Brumby, S.P.2    Myers, K.L.3    Pawley, N.H.4
  • 8
    • 77954749624 scopus 로고    scopus 로고
    • Capturing Dynamics on Multiple Time Scales: A Multilevel Fusion Approach for Cluttered Electromagnetic Data
    • S. P. Brumby, K. L. Myers, and N. H. Pawley, "Capturing Dynamics on Multiple Time Scales: A Multilevel Fusion Approach for Cluttered Electromagnetic Data," Proceedings of SPIE, vol. 7710, (2010).
    • (2010) Proceedings of SPIE , vol.7710
    • Brumby, S.P.1    Myers, K.L.2    Pawley, N.H.3
  • 9
    • 0027842081 scopus 로고
    • Matching pursuits with time-frequency dictionaries
    • S. G. Mallat, and Z. Zhifeng, "Matching pursuits with time-frequency dictionaries," IEEE Transactions on Signal Processing, 41(12), 3397-3415 (1993).
    • (1993) IEEE Transactions on Signal Processing , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.G.1    Zhifeng, Z.2
  • 11
    • 0035273106 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • S. S. Chen, D.L. Donoho, and M.A. Saunders, "Atomic decomposition by basis pursuit," SIAM Review, 43(1), 129-159 (2001).
    • (2001) SIAM Review , vol.43 , Issue.1 , pp. 129-159
    • Chen, S.S.1    Donoho, D.L.2    Saunders, M.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.