메뉴 건너뛰기




Volumn 59, Issue 10, 2010, Pages 2639-2651

Prototype of an automatic digital modulation classifier embedded in a real-time spectrum analyzer

Author keywords

Digital modulations; frequency division multiplexing; phase shift keying (PSK); quadrature amplitude modulation (QAM); signal analysis; signal processing

Indexed keywords

AMPLITUDE SHIFT KEYING; AUTOMATIC DIGITAL MODULATION; DIGITAL MODULATIONS; DISCRETE MULTI-TONE; M-ARY FREQUENCY SHIFT KEYING; MODULATION PARAMETERS; OPERATING CONDITION; PHASE-SHIFT KEYING (PSK); REAL-TIME SPECTRUM ANALYZERS; SINGLE CARRIER MODULATION;

EID: 77956764290     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2010.2045447     Document Type: Article
Times cited : (26)

References (38)
  • 1
    • 0032661363 scopus 로고    scopus 로고
    • Software radio architecture: A mathematical perspective
    • Apr.
    • J. Mitola, III, "Software radio architecture: A mathematical perspective," IEEE J. Sel. Areas Commun., vol. 17, no. 4, pp. 514-538, Apr. 1999.
    • (1999) IEEE J. Sel. Areas Commun. , vol.17 , Issue.4 , pp. 514-538
    • Mitola III, J.1
  • 2
    • 79956087176 scopus 로고    scopus 로고
    • IEEE 802.22: An introduction to the first wireless standard based on cognitive radios
    • Apr.
    • C. Cordeiro, K. Challapali, and D. Birru, "IEEE 802.22: An introduction to the first wireless standard based on cognitive radios," J. Commun., vol. 1, no. 1, pp. 38-47, Apr. 2006.
    • (2006) J. Commun. , vol.1 , Issue.1 , pp. 38-47
    • Cordeiro, C.1    Challapali, K.2    Birru, D.3
  • 4
    • 34648813017 scopus 로고    scopus 로고
    • An automatic digital modulation classifier for measurement on telecommunication networks
    • Oct.
    • L. De Vito, D. Grimaldi, and S. Rapuano, "An automatic digital modulation classifier for measurement on telecommunication networks," IEEE Trans. Instrum. Meas., vol. 56, no. 5, pp. 1711-1720, Oct. 2007.
    • (2007) IEEE Trans. Instrum. Meas. , vol.56 , Issue.5 , pp. 1711-1720
    • De Vito, L.1    Grimaldi, D.2    Rapuano, S.3
  • 5
    • 59649084602 scopus 로고    scopus 로고
    • Validating a method for classifying digitally modulated signals
    • Apr.
    • L. De Vito and S. Rapuano, "Validating a method for classifying digitally modulated signals," Measurement, vol. 42, no. 3, pp. 427-435, Apr. 2009.
    • (2009) Measurement , vol.42 , Issue.3 , pp. 427-435
    • De Vito, L.1    Rapuano, S.2
  • 6
    • 51349117364 scopus 로고    scopus 로고
    • An improved method for the automatic digital modulation classification
    • Victoria, BC, Canada, May
    • L. De Vito, S. Rapuano, and M. Villanacci, "An improved method for the automatic digital modulation classification," in Proc. IEEE I 2MTC, Victoria, BC, Canada, May 2008, pp. 1441-1446.
    • (2008) Proc. IEEE I 2MTC , pp. 1441-1446
    • De Vito, L.1    Rapuano, S.2    Villanacci, M.3
  • 7
    • 51349113030 scopus 로고    scopus 로고
    • Real time spectrum analyzer including an automatic digital modulation classifier
    • Victoria, BC, Canada, May
    • L. De Vito, S. Rapuano, and M. Villanacci, "Real time spectrum analyzer including an automatic digital modulation classifier," in Proc. IEEE I 2MTC, Victoria, BC, Canada, May 2008, pp. 1582-1587.
    • (2008) Proc. IEEE I 2MTC , pp. 1582-1587
    • De Vito, L.1    Rapuano, S.2    Villanacci, M.3
  • 9
    • 0033880339 scopus 로고    scopus 로고
    • Maximum-likelihood classification for digital amplitude-phase modulations
    • Feb.
    • W. Wei and J. M. Mendel, "Maximum-likelihood classification for digital amplitude-phase modulations," IEEE Trans. Commun., vol. 48, no. 2, pp. 189-193, Feb. 2000.
    • (2000) IEEE Trans. Commun. , vol.48 , Issue.2 , pp. 189-193
    • Wei, W.1    Mendel, J.M.2
  • 10
    • 0034446318 scopus 로고    scopus 로고
    • Likelihood ratio tests for modulation classification
    • Oct.
    • P. Panagiotou, A. Anastasopoulos, and A. Polydoros, "Likelihood ratio tests for modulation classification," in Proc. IEEE MILCOM, Oct. 2000,vol. 2, pp. 670-674.
    • (2000) Proc. IEEE MILCOM , vol.2 , pp. 670-674
    • Panagiotou, P.1    Anastasopoulos, A.2    Polydoros, A.3
  • 11
    • 0030733750 scopus 로고    scopus 로고
    • A suboptimal algorithm for modulation classification
    • Jan.
    • Y. Yang and S. S. Soliman, "A suboptimal algorithm for modulation classification," IEEE Trans. Aerosp. Electron. Syst., vol. 33, no. 1, pp. 38-45, Jan. 1997.
    • (1997) IEEE Trans. Aerosp. Electron. Syst. , vol.33 , Issue.1 , pp. 38-45
    • Yang, Y.1    Soliman, S.S.2
  • 12
    • 4544365113 scopus 로고    scopus 로고
    • A novel sub-optimum maximumlikelihood modulation classification algorithm for adaptive OFDM systems
    • Mar.
    • T. Yucek and H. Arslan, "A novel sub-optimum maximumlikelihood modulation classification algorithm for adaptive OFDM systems," in Proc. IEEE Wireless Commun. Netw. Conf., Mar. 2004, vol. 2, pp. 739-744.
    • (2004) Proc. IEEE Wireless Commun. Netw. Conf. , vol.2 , pp. 739-744
    • Yucek, T.1    Arslan, H.2
  • 13
    • 7744242145 scopus 로고    scopus 로고
    • A MPSK modulation classification method based on the maximum likelihood criterion
    • Aug.
    • Z. Zhao and L. Tao, "A MPSK modulation classification method based on the maximum likelihood criterion," in Proc. Int. Conf. Signal Process., Aug. 2004, vol. 2, pp. 1805-1808.
    • (2004) Proc. Int. Conf. Signal Process , vol.2 , pp. 1805-1808
    • Zhao, Z.1    Tao, L.2
  • 14
    • 0028699072 scopus 로고
    • Further results in likelihood classification of QAM signals
    • Oct.
    • C. S. Long, K. M. Chugg, and A. Polydoros, "Further results in likelihood classification of QAM signals," in Proc. IEEE MILCOM, Oct. 1994, vol. 1, pp. 57-61.
    • (1994) Proc. IEEE MILCOM , vol.1 , pp. 57-61
    • Long, C.S.1    Chugg, K.M.2    Polydoros, A.3
  • 15
    • 0031365108 scopus 로고    scopus 로고
    • Modulation classification of QAM schemes using the DFT of phase histogram combined with modulus information
    • Nov.
    • J. Reichert and C. Schereyögg, "Modulation classification of QAM schemes using the DFT of phase histogram combined with modulus information," in Proc. IEEE MILCOM, Nov. 1997, vol. 3, pp. 1372-1376.
    • (1997) Proc. IEEE MILCOM , vol.3 , pp. 1372-1376
    • Reichert, J.1    Schereyögg, C.2
  • 16
    • 0025558416 scopus 로고
    • Automatic modulation classification using zero-crossing
    • Dec.
    • S. Z. Hsue and S. S. Soliman, "Automatic modulation classification using zero-crossing," Proc. Inst. Elect. Eng., vol. 137, no. 6, pp. 459-464, Dec. 1990.
    • (1990) Proc. Inst. Elect. Eng. , vol.137 , Issue.6 , pp. 459-464
    • Hsue, S.Z.1    Soliman, S.S.2
  • 17
    • 0000662250 scopus 로고    scopus 로고
    • Automatic modulation classification and measurement of digitally modulated signals
    • Lisbon, Portugal, Sep.
    • D. Grimaldi, A. Palumbo, and S. Rapuano, "Automatic modulation classification and measurement of digitally modulated signals," in Proc. IMEKO TC-4 11th Symp. TEMI, Lisbon, Portugal, Sep. 2001, pp. 112-116.
    • (2001) Proc. IMEKO TC-4 11th Symp. TEMI , pp. 112-116
    • Grimaldi, D.1    Palumbo, A.2    Rapuano, S.3
  • 18
    • 0029766410 scopus 로고    scopus 로고
    • Frequency estimation via sparse zero crossings
    • B. M. Sadler and S. D. Casey, "Frequency estimation via sparse zero crossings," in Proc. ICASSP, 1996, vol. 5, pp. 2990-2993.
    • (1996) Proc. ICASSP , vol.5 , pp. 2990-2993
    • Sadler, B.M.1    Casey, S.D.2
  • 19
    • 33947132871 scopus 로고    scopus 로고
    • A new scheme of automatic modulation classification using wavelet and WSVM
    • Nov.15-17
    • W. Dan, G. Xuemai, and G. Qing, "A new scheme of automatic modulation classification using wavelet and WSVM," in Proc. 2nd Int. Conf. Mobile Technol. Appl. Syst., Nov. 15-17, 2005, pp. 1-5.
    • (2005) Proc. 2nd Int. Conf. Mobile Technol. Appl. Syst. , pp. 1-5
    • Dan, W.1    Xuemai, G.2    Qing, G.3
  • 20
    • 45149092854 scopus 로고    scopus 로고
    • An improved algorithm of modulation classification for digital communication signals based on wavelet transform
    • Nov. 2-4
    • L. L. Meng and X. J. Si, "An improved algorithm of modulation classification for digital communication signals based on wavelet transform," in Proc. ICWAPR, Nov. 2-4, 2007, vol. 3, pp. 1226-1231.
    • (2007) Proc. ICWAPR , vol.3 , pp. 1226-1231
    • Meng, L.L.1    Si, X.J.2
  • 21
    • 0034226438 scopus 로고    scopus 로고
    • Modulation identification of digital signals by the wavelet transform
    • Aug.
    • K. C. Ho, W. Prokopiw, and Y. T. Chan, "Modulation identification of digital signals by the wavelet transform," Proc. Inst. Elect. Eng.-Radar, Sonar, Navig., vol. 147, no. 4, pp. 169-176, Aug. 2000.
    • (2000) Proc. Inst. Elect. Eng.-Radar Sonar Navig. , vol.147 , Issue.4 , pp. 169-176
    • Ho, K.C.1    Prokopiw, W.2    Chan, Y.T.3
  • 22
    • 84883021693 scopus 로고
    • Automatic classification of communication signals using higher order statistics
    • Mar.
    • J. Reichert, "Automatic classification of communication signals using higher order statistics," in Proc. ICASSP, Mar. 1992, vol. 5, pp. 221-224.
    • (1992) Proc. ICASSP , vol.5 , pp. 221-224
    • Reichert, J.1
  • 23
    • 0003772855 scopus 로고
    • An improved moment-based algorithm for signal classification
    • May
    • Y. Yang and S. S. Soliman, "An improved moment-based algorithm for signal classification," Signal Process., vol. 43, no. 3, pp. 231-244, May 1995.
    • (1995) Signal Process. , vol.43 , Issue.3 , pp. 231-244
    • Yang, Y.1    Soliman, S.S.2
  • 24
    • 3142721378 scopus 로고    scopus 로고
    • Higher-order cyclic cumulants for high order modulation classification
    • O. A. Dobre, Y. Bar-Ness, and W. Su, "Higher-order cyclic cumulants for high order modulation classification," in Proc. IEEE MILCOM, 2003, pp. 112-117.
    • (2003) Proc. IEEE MILCOM , pp. 112-117
    • Dobre, O.A.1    Bar-Ness, Y.2    Su, W.3
  • 25
    • 4544309931 scopus 로고    scopus 로고
    • Robust QAM modulation classification algorithm based on cyclic cumulants
    • O. A. Dobre, Y. Bar-Ness, and W. Su, "Robust QAM modulation classification algorithm based on cyclic cumulants," in Proc. Wireless Commun. Netw. Conf., 2004, pp. 745-748.
    • (2004) Proc. Wireless Commun. Netw. Conf. , pp. 745-748
    • Dobre, O.A.1    Bar-Ness, Y.2    Su, W.3
  • 26
    • 0033893527 scopus 로고    scopus 로고
    • Hierarchical digital modulation classification using cumulants
    • Mar.
    • A. Swami and B. M. Sadler, "Hierarchical digital modulation classification using cumulants," IEEE Trans. Commun., vol. 48, no. 3, pp. 416-420, Mar. 2000.
    • (2000) IEEE Trans. Commun. , vol.48 , Issue.3 , pp. 416-420
    • Swami, A.1    Sadler, B.M.2
  • 27
    • 0031631104 scopus 로고    scopus 로고
    • A simple and robust modulation classification method via counting
    • X. Huo and D. Donoho, "A simple and robust modulation classification method via counting," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process., 1998, vol. 6, pp. 3289-3292.
    • (1998) Proc. IEEE Int. Conf. Acoust. Speech Signal Process. , vol.6 , pp. 3289-3292
    • Huo, X.1    Donoho, D.2
  • 28
    • 84904295939 scopus 로고    scopus 로고
    • Automatic digital modulation recognition using spectral and statistical features with multi-layer perceptrons
    • Kuala Lumpur, Malaysia
    • M. L. D. Wong and A. K. Nandi, "Automatic digital modulation recognition using spectral and statistical features with multi-layer perceptrons," in Proc. Int. Symp. Signal Process. Appl., Kuala Lumpur, Malaysia, 2001, pp. 390-393.
    • (2001) Proc. Int. Symp. Signal Process. Appl. , pp. 390-393
    • Wong, M.L.D.1    Nandi, A.K.2
  • 29
    • 0032045669 scopus 로고    scopus 로고
    • Algorithms for automatic modulation recognition of communication signals
    • Apr.
    • A. K. Nandi and E. E. Azzouz, "Algorithms for automatic modulation recognition of communication signals," IEEE Trans. Commun., vol. 46, no. 4, pp. 431-436, Apr. 1998.
    • (1998) IEEE Trans. Commun. , vol.46 , Issue.4 , pp. 431-436
    • Nandi, A.K.1    Azzouz, E.E.2
  • 30
    • 34247272926 scopus 로고    scopus 로고
    • A new method for modulation types recognition based on the time frequency representation
    • Aug.
    • Z. Zhijin and S. Junna, "A new method for modulation types recognition based on the time frequency representation," in Proc. Int. Conf. Signal Process., Aug. 2002, pp. 208-211.
    • (2002) Proc. Int. Conf. Signal Process. , pp. 208-211
    • Zhijin, Z.1    Junna, S.2
  • 33
    • 0005939052 scopus 로고    scopus 로고
    • Orthogonal frequency-division multiplexing OFDM
    • W. R. Stone, Ed. London, U.K.: Oxford Univ. Press
    • J. J. Van de Beek, P. O. Börjesson, P. Ödling, and S. K. Wilson, "Orthogonal frequency-division multiplexing (OFDM)," in Review of Radio Science 1997-1999,W. R. Stone, Ed. London, U.K.: Oxford Univ. Press, 1999, pp. 177-206.
    • (1999) Review of Radio Science 1997 1999 , pp. 177-206
    • Van De Beek, J.J.1    Börjesson, P.O.2    Ödling, P.3    Wilson, S.K.4
  • 35
    • 51349132728 scopus 로고    scopus 로고
    • Détermination automatique des paramètres dune transmission numérique
    • Brest, France, Oct.
    • C. Bouder, G. Burel, and S. Azou, "Détermination automatique des paramètres d'une transmission numérique," in Proc. RTCLF, Brest, France, Oct. 1/2, 1998.
    • (1998) Proc. RTCLF , Issue.1-2
    • Bouder, C.1    Burel, G.2    Azou, S.3
  • 36
    • 77956733853 scopus 로고    scopus 로고
    • Digital Video Broadcasting (DVB) and Modulation for Digital Terrestrial Television, ETSI EN 300 744, v.1.6.1, Jan.
    • Digital Video Broadcasting (DVB); Framing Structure, Channel Coding and Modulation for Digital Terrestrial Television, ETSI EN 300 744, v.1.6.1, Jan. 2009.
    • (2009) Framing Structure Channel Coding


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.