Modulation recognition method based on high order cyclic cumulants for time-frequency overlapped two-signal in the single-channel

被引:2
|
作者
Li, Kuang-dai [1 ,2 ]
Guo, Li-li [2 ]
Rong Shi [1 ]
Dan Wu [2 ]
机构
[1] Natl Informat Control Lab, Chengdu 610036, Sichuan, Peoples R China
[2] Harbin Engn Univ, Harbin 150001, Heilongjiang, Peoples R China
关键词
D O I
10.1109/CISP.2008.484
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
To solve the problems in modulation recognition of time-frequency overlapped two-signal in the single-channel, an algorithm based on cyclic cumulants used modulation recognition is presented Through computing the fourth-order cyclic cumulants of pretreated band signals, the feature vector for classification was extracted and then use the minimum-error criterion to classify time-frequency overlapped two-signal automaticly. Theoretical analysis and experiment results both verify that the algorithm is correct and efficient.
引用
收藏
页码:474 / 478
页数:5
相关论文
共 40 条
  • [1] Modulation Classification Based on Cyclic Spectral Features for Co-Channel Time-Frequency Overlapped Two-Signal
    Fu, Hai-tao
    Wan, Qun
    Shi, Rong
    [J]. PROCEEDINGS OF THE 2009 PACIFIC-ASIA CONFERENCE ON CIRCUITS, COMMUNICATIONS AND SYSTEM, 2009, : 31 - +
  • [2] Single-Channel Blind Signal Separation Method for Time-frequency Overlapped Signal Based on CEEMD-FastICA
    Deng, Xianrong
    Pang, Lihui
    Jiang, Kaili
    Wang, Xinlin
    [J]. PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016), 2016, : 1440 - 1445
  • [3] Modulation Recognition Method of Time-frequency Aliasing Signals in Single-channel
    Li, Pengbo
    Qi, Lin
    Wang, Junliang
    [J]. ELEVENTH INTERNATIONAL CONFERENCE ON GRAPHICS AND IMAGE PROCESSING (ICGIP 2019), 2020, 11373
  • [4] The Cyclostationary Characteristic Analysis of the Time-Frequency Overlapped Signal in Single-Channel
    Yu, Zhibin
    Sun, Yongkui
    Yu, Ningyu
    [J]. 2011 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY ENGINEERING (ICAEE), 2012, 14 : 1041 - 1046
  • [5] Wavelet-FastICA-based separation method for single-channel and time-frequency overlapped signal in electromagnetic surveillance
    [J]. 1600, Inderscience Publishers, 29, route de Pre-Bois, Case Postale 856, CH-1215 Geneva 15, CH-1215, Switzerland (11):
  • [6] A novel joint parameter estimation method of single-channel and time-frequency overlapped multi-component signal
    Pang, Lihui
    Qi, Conghui
    [J]. 2013 CROSS STRAIT QUAD-REGIONAL RADIO SCIENCE AND WIRELESS TECHNOLOGY CONFERENCE (CSQRWC), 2013, : 124 - 127
  • [7] A Single-Channel BSS New Method of Time-Frequency Overlapped Communication Signal based on Multi-Scale CWT and ICA
    Wang, Xiaobin
    Wang, Ying
    [J]. 2013 INTERNATIONAL CONFERENCE ON COMPUTATIONAL PROBLEM-SOLVING (ICCP), 2013, : 241 - 244
  • [8] Effective Separation Method for Single-Channel Time-Frequency Overlapped Signals Based on Improved Empirical Wavelet Transform
    Liu, Zhipeng
    Li, Lichun
    Li, Huiqi
    Liu, Chang
    [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2019, 13 (05): : 2434 - 2453
  • [9] Frequency Hopping Signal Modulation Recognition Based on Time-Frequency Analysis
    Zhang, Jing
    Hou, Changbo
    Lin, Yun
    Zhang, Jie
    Xu, Yongjian
    Chen, Shunshun
    [J]. 2021 IEEE 18TH INTERNATIONAL CONFERENCE ON MOBILE AD HOC AND SMART SYSTEMS (MASS 2021), 2021, : 46 - 52
  • [10] A time-frequency denoising method for single-channel event-related EEG
    Yan, Wenqiang
    Wu, Yongcheng
    [J]. FRONTIERS IN NEUROSCIENCE, 2022, 16