Title :
ECG noise reduction using multiplier-free FIR digital filters
Author :
Yong Lian ; Ho, Poh Choo
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
fDate :
31 Aug.-4 Sept. 2004
Abstract :
Electrocardiogram (ECG), a biopotential signal, acquired is normally contaminated with noises generated by biological and environmental resources. This paper presents a cost effective way to remove the noise presented by the use of finite impulse response (FIR) filters. The proposed filter structure uses the multiplication-free recursive running sum (RRS) filters to achieve computational efficiency. Important characteristics of the ECG signal throughout the filtering process such as the height and duration of the QRS pulse are preserved. Results show that the RRS-based approach leads to significant savings in terms of the number of multipliers required and makes it very attractive for a low cost and low power VLSI implementation.
Keywords :
FIR filters; VLSI; electrocardiography; medical signal processing; recursive filters; signal denoising; ECG noise reduction; QRS pulse; VLSI implementation; biopotential signal; electrocardiogram; finite impulse response filter; multiplication-free recursive running sum filter; multiplier-free FIR digital filter; Computational efficiency; Costs; Digital filters; Electrocardiography; Finite impulse response filter; Noise generators; Noise reduction; Signal generators; Signal processing; Working environment noise;
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
DOI :
10.1109/ICOSP.2004.1442214