A Simple and Efficient Near-lossless Compression Algorithm for Multichannel EEG Systems

被引:0
|
作者
Campobello, Giuseppe [1 ]
Gugliandolo, Giovanni [2 ]
Donato, Nicola [1 ]
机构
[1] Univ Messina, Dept Engn, Messina, Italy
[2] Univ Messina, Dept MIFT, Messina, Italy
来源
29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2021) | 2021年
关键词
Electroencephalograph (EEG); near-lossless compression; biomedical signal processing; RAKE; NEURAL-NETWORK;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The research work presented in this paper focuses on a novel near-lossless compression algorithm which can be efficiently used for compression of electroencephalograph (EEG) signals. In particular, our proposed scheme aims to achieve a very low complexity solution suitable for wearable EEG monitoring systems. The algorithm is mostly based on a simple and efficient encoding scheme which can be easily implemented even in resources constrained microcontrollers. Despite its simplicity, comparison results provided for several real-world datasets, show that the proposed algorithm achieves compression ratios comparable with more complex state-of-the-art solutions.
引用
收藏
页码:1150 / 1154
页数:5
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