Title :
Definition and implementation of a real-time, high-speed ECG compression and storage system
Author :
McCormack, Scott E. ; Belina, John
Author_Institution :
Cornell Univ., Ithaca, NY, USA
Abstract :
A PC-based system has been developed to implement lossless data compression of electrocardiographic signals. Both temporal and amplitude compression are employed to achieve significant compression ratios while minimizing computational intensity in the interests of an ultimate ambulatory realization. Single template comparison, implemented in a complex dynamic registration scheme, serves to compress the amplitude of each beat. The amplitude compression enhances the effects of the second compression stage implemented in a custom VLSI circuit. Temporal compression is achieved with a computationally simple run-length coding algorithm. Lossless compression techniques have been strictly adhered to in the interest of completely faithful signal reconstruction after decompression. While the system currently handles sampling rates of 1 kHz, the algorithms and hardware are capable of achieving rates exceeding 5 kHz, and would therefore be useful in ventricular late potential detection settings
Keywords :
data compression; electrocardiography; medical signal processing; microcomputer applications; real-time systems; PC-based system; algorithms; electrocardiographic signals; hardware; lossless data compression; real-time high-speed ECG compression; storage system; ventricular late potential detection settings; Data compression; Electrocardiography; Encoding; Monitoring; Real time systems; Redundancy; Sampling methods; Throughput; Very large scale integration; Video compression;
Conference_Titel :
Computers in Cardiology 1992, Proceedings of
Conference_Location :
Durham, NC
Print_ISBN :
0-8186-3552-5
DOI :
10.1109/CIC.1992.269342