Microcontroller-based real-time QRS detection.
The authors describe the design of a system for real-time detection of QRS complexes in the electrocardiogram based on a single-chip microcontroller (Motorola 68HC811). A systematic analysis of the instrumentation requirements for QRS detection and of the various design techniques is also given. Detection algorithms using different nonlinear transforms for the enhancement of QRS complexes are evaluated by using the ECG database of the American Heart Association. The results show that the nonlinear transform involving multiplication of three adjacent, sign-consistent differences in the time domain gives a good performance and a quick response. When implemented with an appropriate sampling rate, this algorithm is also capable of rejecting pacemaker spikes. The eight-bit single-chip microcontroller provides sufficient throughput and shows a satisfactory performance. Implementation of multiple detection algorithms in the same system improves flexibility and reliability. The low chip count in the design also favors maintainability and cost-effectiveness.
Sun
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Department of Electrical Engineering, University of Rhode Island, Kingston 02881.
Suppappola
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Wrublewski
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D000465:Algorithms; D003199:Computer Systems; D004562:Electrocardiography / Q000295:instrumentation*; D006801:Humans; D008838:Microcomputers; D012372:ROC Curve; D012815:Signal Processing, Computer-Assisted / Q000295:instrumentation*; D012984:Software