A Method for Estimating the Symbol Rate of MSK Signals Based on Bounded Generalized Cyclic Correntropy

被引:0
作者
Kong, Yao [1 ]
Fu, Tianhui [1 ]
机构
[1] Naval Univ Engn, Coll Elect Engn, Wuhan 430033, Hubei, Peoples R China
来源
2024 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND SIGNAL PROCESSING, ICSP | 2024年
关键词
symbol rate estimation; impulse noise; generalized cyclic correntropy; sigmoid;
D O I
10.1109/ICSP62122.2024.10743840
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
To improve the noise suppression performance of the original generalized cyclic correntropy in the strong impulse noise interference environment, we aim to enhance its ability to estimate the MSK signal of very low frequency communication. This method will prevent the degradation or failure of the algorithm's symbol rate estimation ability. An improved method for estimating symbol rate is proposed based on the generalized cyclic correntropy algorithm. This method is based on the cyclostationarity of MSK signals and the good suppression performance of its activation function on strong impulse signals. Through computer simulation, under the interference of strong impulses and low signal-to-noise ratio noise, the effective estimation of MSK code element rate can be accomplished by using spectral peak search.
引用
收藏
页码:909 / 913
页数:5
相关论文
共 8 条
[1]  
CHEN Wei, 2017, Ship Electronic Engineering, V37, P11
[2]   TDOA Estimation Algorithm Based on Generalized Cyclic Correntropy in Impulsive Noise and Cochannel Interference [J].
Chen, Xing ;
Qiu, Tianshuang ;
Liu, Cheng ;
Ma, Jitong .
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2018, E101A (10) :1625-1630
[3]   Signal Detection Based on Sigmoid Function in Non-Gaussian Noise [J].
Dai Zhen ;
Wang Pingbo ;
Wei Hongkai .
JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2019, 41 (12) :2945-2950
[4]  
He Jiai, 2019, Journal of Huazhong University of Science and Technology (Natural Science Edition), V47, P47, DOI 10.13245/j.hust.190209
[5]  
Li Hui., 2019, Journal of Tianjin Vocational and Technical Normal University, V29
[6]  
TIAN Pengwu, 2008, Communications Technology, V41, P17
[7]  
ZENG Xianhua, 2016, Communications Technology, V49, P43
[8]  
[张阳 Zhang Yang], 2022, [湖南大学学报. 自然科学版, Journal of Hunan University. Natural Sciences], V49, P23