Title :
MAC based FIR filter: A novel approach for low-power real-time de-noising of ECG signals
Author :
Kaur, Ramandeep ; Malhotra, Rahul ; Deb, Sujay
Author_Institution :
Dept. of Electron. & Commun. Eng, IIIT Delhi, Delhi, India
Abstract :
Wearable real-time Electrocardiogram (ECG) monitoring is an emerging wireless technology enabling early diagnosis and increased ability of prevention of cardiovascular diseases. However, the ECG signal suffers from Powerline Interference (PLI) which corrupts the biomedical recordings. Low power and high speed filtering of the ECG signal is essential to make the monitoring device portable. This paper proposes an FIR (Finite Impulse Response) filter based on Multiply-Accumulator (MAC) Unit to suppress the PLI noise. The performance of this filter largely depends on the speed and power of the MAC unit employed inside the filter. The current work compares various MAC units on Power, Performance and Area (PPA) benchmarks. It is shown that Booth-Wallace-Carry Look Ahead adder(CLA) based MAC is optimised for both timing and power which shows 6.2% improvement in performance and 12.1% reduction in power from other implemented designs. Thus, the real-time low power FIR filter is realised using Booth-Wallace-CLA MAC. The convergence time of the algorithm is observed to be less than 0.2 μsec with significant power savings to improve battery life.
Keywords :
FIR filters; cardiovascular system; diseases; electrocardiography; interference (signal); low-power electronics; medical signal processing; patient monitoring; signal denoising; wearable computers; Booth-Wallace-Carry look ahead adder; CLA based MAC; ECG monitoring; ECG signal; MAC based FIR filter; MAC unit; PLI noise suppression; PPA benchmarks; battery life; biomedical recordings; cardiovascular diseases prevention; convergence time; disease diagnosis; finite impulse response filter; high speed filtering; low-power real-time denoising; monitoring device; multiply-accumulator unit; power performance and area benchmarks; power reduction; power savings; powerline interference; real-time low power FIR filter; wearable real-time electrocardiogram monitoring; wireless technology; Adders; Algorithm design and analysis; Electrocardiography; Finite impulse response filters; Interference; Noise; Timing; Booth; ECG; FIR; PLI; Wallace;
Conference_Titel :
VLSI Design and Test (VDAT), 2015 19th International Symposium on
Conference_Location :
Ahmedabad
Print_ISBN :
978-1-4799-1742-6
DOI :
10.1109/ISVDAT.2015.7208065