ECG Compression by Optimized Quantization of Wavelet Coefficients

作者: Jianhua Chen , Miao Yang , Yufeng Zhang , Xinling Shi

DOI: 10.1007/978-3-540-37258-5_96

关键词: Dead zoneWaveletQuantization (signal processing)Particle swarm optimizationAlgorithmMathematicsCompression (functional analysis)Discrete wavelet transformData compressionData compression ratio

摘要: The optimization of the parameters a uniform scalar dead zone quantizer used in wavelet-based ECG data compression scheme is presented. Two quantization parameters: threshold T and step size Δ are optimized for target bit rate through particle swarm algorithm. Experiment results on several records from MIT-BIH arrhythmia database show that produces improved performance.

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