A New Approach to Compressing ECG Signals with Trained Overcomplete Dictionary

LEE, SEUNGJAE and Luan, Jun and Chou, Pai (2014) A New Approach to Compressing ECG Signals with Trained Overcomplete Dictionary. In: 4th International Conference on Wireless Mobile Communication and Healthcare - "Transforming healthcare through innovations in mobile and wireless technologies".

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Abstract

We propose a new ECG data compression algorithm based on a learned overcomplete dictionary to exploit the correlation between signals in adjacent heart beats. The learned overcomplete dictionary is constructed by K-SVD dictionary learning algorithm, after preprocessing and normalization of length an

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 10:20
Last Modified: 17 Apr 2026 19:39
URI: http://eprints.eai.eu/id/eprint/12119

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