Title :
Event location using recursive least squares signal processing
Author :
Dove, Webster P. ; Oppenheim, Alan V.
Author_Institution :
Massachusetts Institute of Technology, Cambridge, MA
fDate :
4/1/1980 12:00:00 AM
Abstract :
The problem of locating the position of individual pulses within a group of overlapping pulses can be simplified by preprocessing the data to reduce the overlap. This paper proposes the use of Recursive Least Squares (RLS) prediction for this purpose. The pulse compression performance of two signals derived from the RLS algorithm is compared using all-pole data with different noise levels, and the effects of zeroes in the data and prefiltering are discussed.
Keywords :
Biomedical signal processing; Event detection; Laboratories; Least squares methods; Noise level; Predictive models; Pulse compression methods; Resonance light scattering; Signal analysis; Signal processing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '80.
DOI :
10.1109/ICASSP.1980.1170864
