IEEE - Institute of Electrical and Electronics Engineers, Inc. - The sparse decomposition and compression of ECG and EEG based on matching pursuits

2010 3rd International Conference on Biomedical Engineering and Informatics (BMEI)

Author(s): Yanling Wu ; Hongxin Zhang ; Haiqing Wang ; Yinghua Lu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2010
Conference Location: Yantai, China, China
Conference Date: 16 October 2010
Volume: 3
Page(s): 1,094 - 1,097
ISBN (CD): 978-1-4244-6497-5
ISBN (Electronic): 978-1-4244-6498-2
ISBN (Paper): 978-1-4244-6495-1
DOI: 10.1109/BMEI.2010.5639623
Regular:

Based on Gabor over-complete dictionary, combined with genetic algorithm and matching pursuit (MP) algorithm, a fast sparse decomposition on ECG EEG signals has been accomplished and the... View More

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