Journal on Communications ›› 2020, Vol. 41 ›› Issue (7): 172-185.doi: 10.11959/j.issn.1000-436x.2020138

• Papers • Previous Articles     Next Articles

Non-cooperative signal modulation recognition algorithm based on joint feature parameter extraction

Haifei SI1,2,Xingliu HU1(),Zhen SHI2,Shiyong LI3   

  1. 1 College of Intelligent Science and Control Engineering,Jinling Institute of Technology,Nanjing 211169,China
    2 College of Automation,Harbin Engineering University,Harbin 150001,China
    3 College of Information and Communication Engineering,Harbin Engineering University,Harbin 150001,China
  • Revised:2020-04-27 Online:2020-07-25 Published:2020-08-01
  • Supported by:
    The Natural Science Foundation of Jiangsu Province(BK20171114);The National Natural Science Foundation of China(61873002);The Qing Lan Project;The Jinling Institute of Technology’s Talent Introduction Project(Jit-rcyj-201604)

Abstract:

Aiming at the problem that in the current electromagnetic environment,the modulation method is complicated,the frequency-consuming equipment increases,the spectrum is congested,and the electromagnetic environment interference increases,the algorithm of OFDM signal detection and subcarrier identification in the background of non-cooperative communication were deeply studied.Using the different distribution states of OFDM signals and single carrier signals in the time domain,a joint characteristic parameter was proposed to solve the existence problem of OFDM in the received signal.For the phase shift and frequency offset problems caused by the channel transmission to the signal,by using the periodic stability the blind parameter estimation was performed to obtain the signal prior information.On the basis of the obtained signal prior information,a multi-level classification and recognition method for non-cooperative OFDM signal sub-carrier signals was proposed.Therefore,a model based on non-cooperative communication system OFDM signal detection and subcarrier modulation identification was designed,and finally modulation identification of unknown signals was completed.Simulation experiments show that in non-cooperative communication systems,OFDM signals and single-carrier signals can be accurately identified,and ideal modulation recognition effects can be achieved on empty subcarriers,QPSK,and 16QAM in the receiver OFDM signal subcarriers,overcoming the channel transmission band The problems of phase shift and frequency offset have improved the accuracy of modulation mode identification.

Key words: non-cooperative communication, blind parameter estimation, higher-order cumulant

CLC Number: 

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