Research of Noise Mitigation Method Based on DSPWVD-TFPF in Communication System

Authors

Lingdong Su, Department of Electrical and Electronic Engineering, North China Electric Power University, Beijing 102206, China;
Mingyue Zhai, Department of Electrical and Electronic Engineering, North China Electric Power University, Beijing 102206, China;

Abstract

Abstract: In the case of low SNR, the quality of the communication system will be decreased and the traditional TFPF on time-frequency clustering and noise suppression will descend. In order to overcome these, a new family of TF distribution, namely, the joint directionally smoothing Wigner-Ville distribution was presented to achieve instantaneous frequency estimation. This new TF distributions is based on the definition of the directionally smoothed pseudo Wigner-Ville distribution (DSPWVD) and point wise adaptive weight averaging of a bank of DSPWVD with different directions. The simulation shows that at low SNR, compared to traditional TFPF, DSPWVD-TFPF algorithm can better increase the time-frequency concentration and reduce the Bit Error Rate (BER).

Recommended Citation

Su, Lingdong and Zhai, Mingyue (2020) "Research of Noise Mitigation Method Based on DSPWVD-TFPF in Communication System," Journal of System Simulation: Vol. 27: Iss. 5, Article 14.
Available at: https://dc-china-simulation.researchcommons.org/journal/vol27/iss5/14

First Page

1017

Revised Date

2015-02-13

DOI Link

https://doi.org/

Last Page

1023

CLC

TM77

Recommended Citation

Su Lingdong, Zhai Mingyue. Research of Noise Mitigation Method Based on DSPWVD-TFPF in Communication System[J]. Journal of System Simulation, 2015, 27(5): 1017-1023.