LZ Complexity Reflects the Pattern Growth Rate in Time Series Analysis

LZ complexity measures the rate at which new patterns emerge as a time series length increases. For computational implementation on digital systems, continuous signals must first be discretized - a requirement satisfied by preprocessed heart sound signals. This enables effective heart sound signal separation through algorithmic processing.