title: A combined application of lossless and lossy compression in ECG processing and transmission via GSM-based SMS.
abstract: This paper presents a software-based scheme for reliable and robust Electrocardiogram (ECG) data compression and its efficient transmission using Second Generation (2G) Global System for Mobile Communication (GSM) based Short Message Service (SMS). To achieve a firm lossless compression in high standard deviating QRS complex regions and an acceptable lossy compression in the rest of the signal, two different algorithms have been used. The combined compression module is such that it outputs only American Standard Code for Information Interchange (ASCII) characters and, hence, SMS service is found to be most suitable for transmitting the compressed signal. At the receiving end, the ECG signal is reconstructed using just the reverse algorithm. The module has been tested to all the 12 leads of different types of ECG signals (healthy and abnormal) collected from the PTB Diagnostic ECG Database. The compression algorithm achieves an average compression ratio of ∼22.51, without any major alteration of clinical morphology.
authors.affiliation: Department of Applied Physics, Faculty of Technology, University of Calcutta , 92 A.P.C. Road, Kolkata , India and.
authors.forename: S K
authors.initials: SK
authors.lastname: Mukhopadhyay
authors.forename: S
authors.initials: S
authors.lastname: Mitra
authors.forename: M
authors.initials: M
authors.lastname: Mitra
mesh_terms: D000465:Algorithms; D016208:Databases, Factual; D004562:Electrocardiography / Q000379:methods*; D006801:Humans; D012815:Signal Processing, Computer-Assisted; D012984:Software
keywords: ASCII character; GSM transmitter; SMS; grouping; standard deviation