Research on Denoising Methods in Power Line Communication
Hongyan Yin, Yujun Liu, Tong Wu
Available Online July 2015.
- 10.2991/lemcs-15.2015.142How to use a DOI?
- Power line communicatio; Background noise; Impulsive noise; CS; SBL.
With the development of power line communication (PLC) technology, it is widely used in smart grid. In this paper, we mainly introduce communication modes of PLC, and respectively analysis their advantages and disadvantages. Moreover channel noises are described in the paper, and we respectively simulate background and impulsive noise in modeling. Finally we introduce compressed sensing and Sparse Bayesian Learning denoising methods. Using MATLAB to simulate them, we analyze the simulation result and compare their signal to noise ratio (SNR).
- © 2015, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Hongyan Yin AU - Yujun Liu AU - Tong Wu PY - 2015/07 DA - 2015/07 TI - Research on Denoising Methods in Power Line Communication BT - Proceedings of the International Conference on Logistics, Engineering, Management and Computer Science PB - Atlantis Press SP - 722 EP - 725 SN - 1951-6851 UR - https://doi.org/10.2991/lemcs-15.2015.142 DO - 10.2991/lemcs-15.2015.142 ID - Yin2015/07 ER -