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Volume 25 Issue 3
Mar.  2003
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Chen Weidong, Yang Shaoquan. Algorithm for modultion classification of mpsk signals based on cyclic cumulant invariants[J]. Journal of Electronics & Information Technology, 2003, 25(3): 320-325.
Citation: Chen Weidong, Yang Shaoquan. Algorithm for modultion classification of mpsk signals based on cyclic cumulant invariants[J]. Journal of Electronics & Information Technology, 2003, 25(3): 320-325.

Algorithm for modultion classification of mpsk signals based on cyclic cumulant invariants

  • Received Date: 2001-08-14
  • Rev Recd Date: 2001-12-12
  • Publish Date: 2003-03-19
  • A new invariants classification feature based on cyclic temporary cumulant is proposed for classification of MPSK signals. The new feature only uses the symbol rate information, which is resistant to shaping pulse and invariant with respect to the time-translation, local carrier phase offset and amplitude scale of the baseband MPSK signals, and can suppress stationary additive noise. The signal selectivity of cyclic temporary cumulants makes it possible for the proposed feature to be applied to modulation classification of multi-signals. Theoretial analysis and extensive computer simulations show the efficiency of the proposed classification algorithm.
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  • Huang Chung-Yu, A. Polydoros, Likelihood methods for MPSK modulation classification, IEEE Trans. on Communications, 1995, COM-43(2/3/4), 1493-1504.[2]A. Swami, B. M. Sadler, Hierarchical digital modulation using cumulants, IEEE Trans. on Communications, 2000, COM-48(3), 416-429.[3]W.A. Gardner.[J].C. M. Spooner, Cyclic spectral analysis for signal detection and modulation recognition, MILCOM88, San Diego, CA.1988,:-[4]Y.K. Kim, C. L. Weber, Generalized single classifier with applications to SQPSK v.s. 2k PSK,MILCOM89, Boston, MA, 1989, Vol.3,754-759.[5]J. Reichert, Automatic classification of communication signals using higher order statistics,ICASSP92, San Francisco, 1992, Vol.5, 221-224.[6]J.G. Proakis, Digital Communication, Third Ed., New York, McGraw- Hill Book Co., 1995,chapter 4.[7]W.A. Gardner, C. M. Spooner, The cumulant theory of cyclostationary time-series, Part Ⅰ:Foundation, IEEE Trans. on Signal Processing, 1994, SP-42(12), 3387-3408.[8]C.M. Spooner, W. A. Gardner, The cumulant theory of cyclostationary time-series, Part Ⅱ:Development and Applications, IEEE Trans. on Signal Processing, 1994, SP-42(12), 3409-3429.[9]C.L. Nikias, Higher-Order Spectra Analysis--A Nonlinear Signal Processing Framework, Englewood Cliffs, New Jersey, PTR Prentice Hall, 1993, chapter 2. [10]沈清,汤霖,模式识别导论,长沙,国防科技大学出版社,1991,25-35.
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