Title :
Selective enhancement of space-time broadband spiral-waves using 2D IIR digital filters
Author :
Madanayake, H. L P Arjuna ; Bruton, Len T.
Author_Institution :
Electr. & Comput. Eng. Dept, Univ. of Calgary, Calgary, AB
Abstract :
Broadband space-time spiral-waves have received much attention in bioelectromagnetics and chaotic systems. They occur as propagating waves in non-linear active-media, such as the surface of the heart. A novel first-order 2D HR practical-BIBO stable non-separable digital filter, based on a 2D signal derived from a circular-array of sampled sensors, is proposed for the real-time broadband highly-selective enhancement of broadband Archimedean spiral-waves and circular-waves in the presence of undesired spiral-waves. The proposed filter employs the spatio-temporal helix-transform, which is a form-preserving transform that converts a non-computable 2D difference-equation into an equivalent ID difference-equation. This transformation converts a non-computable 2D IIR digital filter into a computable, and practically useful, ID IIR approximate equivalent filter. The selective enhancement of broadband Gaussian spiral-wave and circular-waves are demonstrated where the desired spiral-waves are shown to be enhanced by approximately 22 dB. The computational complexity of the proposed filter is low, employing 3 multiplications and 6 additions/subtractions per output sample.
Keywords :
Gaussian processes; IIR filters; computational complexity; difference equations; filtering theory; 2D IIR digital filters; 2D difference-equation; bioelectromagnetics; chaotic systems; computational complexity; equivalent ID difference-equation; nonlinear active-media; nonseparable digital filter; real-time broadband highly-selective enhancement; sampled sensors; selective enhancement; space-time broadband Archimedean spiral-waves; spatiotemporal helix-transform; Biosensors; Chaos; Circuit theory; Computational complexity; Digital filters; Filtering theory; Heart; IIR filters; Jamming; Surface waves;
Conference_Titel :
Circuits and Systems, 2008. ISCAS 2008. IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-1683-7
Electronic_ISBN :
978-1-4244-1684-4
DOI :
10.1109/ISCAS.2008.4541513