2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) 2016
DOI: 10.1109/bhi.2016.7455932
|View full text |Cite
|
Sign up to set email alerts
|

A novel approach using WAAVES coder for the EEG signal compression

Abstract: In this paper, we propose a new approach to compress Electroencephalogram (EEG) signals using the WAAVES compression algorithm and Independent Component Analyses (ICA). Firstly, ICA is applied to the 1D-EEG signals as a preprocessing stage to uncorrelate signals. Then, the output of the ICA is scaled and reformatted into a 2D-matrix to be compressed as an image using the WAAVES coder. This scheme gives a better compression ratio and a better Percentage Root-Mean-Squared Difference (PRD). Our work increases the… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Year Published

2016
2016
2016
2016

Publication Types

Select...
1

Relationship

0
1

Authors

Journals

citations
Cited by 1 publication
references
References 13 publications
0
0
0
Order By: Relevance