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Volumn , Issue , 2011, Pages

Automatic classification of combined analog and digital modulation schemes using feedforward neural network

Author keywords

ANN classification; artificial neural network (ANN); automatic modulation classification; network training

Indexed keywords

ANALOG MODULATIONS; ANN CLASSIFICATION; ARTIFICIAL NEURAL NETWORK; AUTOMATIC CLASSIFICATION; AUTOMATIC MODULATION; AUTOMATIC MODULATION CLASSIFICATION; BACKPROPAGATION NEURAL NETWORK ALGORITHMS; CLASSIFIER SYSTEMS; DIGITAL MODULATIONS; INSTANTANEOUS AMPLITUDE; INSTANTANEOUS FREQUENCY; MATLAB CODE; MODULATION SCHEMES; NETWORK TRAINING; PERFORMANCE EVALUATION; SIMULATED SIGNALS; STATISTICAL FEATURES;

EID: 82955227660     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AFRCON.2011.6072008     Document Type: Conference Paper
Times cited : (16)

References (19)
  • 1
    • 16244386248 scopus 로고    scopus 로고
    • A comparative predictive analysis of neural networks (NNs), nonlinear regression and classification and regression tree (CART) models
    • DOI 10.1016/j.eswa.2005.01.006, PII S0957417405000072
    • M.A. Razi and K. Athappilly, "A comparative predictive analysis of neural networks (NNs) nonlinear regression and classification and regression tree (CART) model," Expert Systems with Applications, vol. 29, no. 1, pp. 65-74, July 2005. (Pubitemid 40454393)
    • (2005) Expert Systems with Applications , vol.29 , Issue.1 , pp. 65-74
    • Razi, M.A.1    Athappilly, K.2
  • 2
    • 79960991378 scopus 로고    scopus 로고
    • Comparison of neural network training algorithms for the prediction of the patient's post-operative recovery area
    • March
    • D. Shanthi, G. Sahoo and N. Saravanan, "Comparison of neural network training algorithms for the prediction of the patient's post-operative recovery area," Journal of Convergence Information Technology, vol. 4, no. 1, pp. 24-32, March 2009.
    • (2009) Journal of Convergence Information Technology , vol.4 , Issue.1 , pp. 24-32
    • Shanthi, D.1    Sahoo, G.2    Saravanan, N.3
  • 3
    • 79953834206 scopus 로고    scopus 로고
    • Neural network based respiratiry signal classification using various feed-forward back propagation training algorithms
    • A.B. Sankar, D. Kumar, and K. Seethalakshmi, "Neural network based respiratiry signal classification using various feed-forward back propagation training algorithms," European Journal of Scientific Research, vol. 49, no. 3, pp. 468-483, 2011.
    • (2011) European Journal of Scientific Research , vol.49 , Issue.3 , pp. 468-483
    • Sankar, A.B.1    Kumar, D.2    Seethalakshmi, K.3
  • 4
    • 0027205884 scopus 로고
    • A Scaled Conjugate Gradient Algorithm for Fast Supervised Learning
    • M.F. Moller, "A Scaled Conjugate Gradient Algorithm for Fast Supervised Learning," Neural Networks, vol. 6, no. 4, pp. 525-533, 1993.
    • (1993) Neural Networks , vol.6 , Issue.4 , pp. 525-533
    • Moller, M.F.1
  • 5
    • 34648813017 scopus 로고    scopus 로고
    • An automatic digital modulation classifier for measurement on telecommunication networks
    • DOI 10.1109/TIM.2007.895675
    • D. Grimaldi, S. Rapuano, and L. De Vito, "An automatic digital modulation classifier for measurement on telecommunication networks,"IEEE Transactions on Instrumentation and Measurement, vol. 56, no. 5, pp. 1711-1720, October 2007. (Pubitemid 47455894)
    • (2007) IEEE Transactions on Instrumentation and Measurement , vol.56 , Issue.5 , pp. 1711-1720
    • Grimaldi, D.1    Rapuano, S.2    De Vito, L.3
  • 7
    • 0033880339 scopus 로고    scopus 로고
    • Maximum-likelihood classification for digital amplitude-phase modulations
    • February
    • W. Wei and J.M. Mendel, "Maximum-likelihood classification for digital amplitude-phase modulations," IEEE Transactions on Communications, vol. 48, no. 2, pp. 189-193, February 2000.
    • (2000) IEEE Transactions on Communications , vol.48 , Issue.2 , pp. 189-193
    • Wei, W.1    Mendel, J.M.2
  • 9
    • 3142744110 scopus 로고    scopus 로고
    • M-ary frequency shift keying signal classification based on discrete Fourier transform
    • October 13-16
    • Z. Z. Yu, Y.Q. Shi, and W. Su, "M-ary frequency shift keying signal classification based on discrete Fourier transform," in Proceedings of IEEE Military Communications Conference 2003 (MILCON 2003), vol. 2, pp. 1167-1172, October 13-16, 2003.
    • (2003) Proceedings of IEEE Military Communications Conference 2003 (MILCON 2003) , vol.2 , pp. 1167-1172
    • Yu, Z.Z.1    Shi, Y.Q.2    Su, W.3
  • 12
    • 33845648833 scopus 로고    scopus 로고
    • Online modulation recognition of analog communication signals using neural network
    • DOI 10.1016/j.eswa.2006.04.015, PII S0957417406001333
    • H. Guldemir and A.Sengur, "Online modulation recognition of analog communication signals using neural network," Expert System with Applications, vol. 33, no. 1, pp. 206-214, July 2007. (Pubitemid 44959930)
    • (2007) Expert Systems with Applications , vol.33 , Issue.1 , pp. 206-214
    • Guldemir, H.1    Sengur, A.2
  • 13
    • 0030649673 scopus 로고    scopus 로고
    • Modulation recognition using artificial neural networks
    • PII S016516849600165X
    • A.K. Nandi and E.E. Azzouz, "Modulation recognition using artificial neural networks," Signal Processing, vol. 56, no. 2, pp. 165-175, January 1997. (Pubitemid 127403978)
    • (1997) Signal Processing , vol.56 , Issue.2 , pp. 165-175
    • Nandi, A.K.1    Azzouz, E.E.2
  • 14
    • 0022145682 scopus 로고
    • AUTOMATIC CLASSIFICATION OF HIGH FREQUENCY SIGNALS
    • DOI 10.1016/0165-1684(85)90144-6
    • F. Jondral, "Automatic classification of high frequency signals", Signal Processing, vol. 9, pp.177-190, October 1985. (Pubitemid 15580906)
    • (1985) Signal Processing , vol.9 , Issue.3 , pp. 177-190
    • Jondral, F.1
  • 16
    • 0029407281 scopus 로고
    • Automatic identification of digital modulation types
    • November
    • E.E. Azzouz and A.K. Nandi, "Automatic identification of digital modulation types," Signal Processing, vol. 47, no. 1, pp. 55-69, November 1995.
    • (1995) Signal Processing , vol.47 , Issue.1 , pp. 55-69
    • Azzouz, E.E.1    Nandi, A.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.