Title :
Some algorithms for circadian rhythm identification
Author :
Zarowski, Christopher ; Kropyvnytskyy, Ivan
Author_Institution :
Dept. of Surg., Queen´´s Univ., Kingston, Ont., Canada
fDate :
6/23/1905 12:00:00 AM
Abstract :
We present two approaches to the detrending of physiological data derived from brain-injured human patients. This is important in circadian rhythym characterization. The proper identification of a patient´s rhythm is known to be important in clinical treatment. One detrending approach is an ad hoc polynomial fitting strategy, while the other is a modification of the so-called cosinor model where subharmonic terms are added. The latter method is based on the fact that many nonlinear dynamic systems when driven with a sinusoidal input produce an output containing subharmonics of the input. The latter method seems to provide consistently superior performance to the polynomial method
Keywords :
biocontrol; curve fitting; identification; interpolation; iterative methods; nonlinear dynamical systems; physiology; polynomial approximation; ad hoc polynomial fitting strategy; brain-injured human patients; circadian rhythm identification; cosinor model; interpolation; modified iterative algorithm; nonlinear dynamic systems; physiological data detrending; subharmonic terms; Blood pressure; Circadian rhythm; Frequency estimation; Gaussian noise; Heart rate; Humans; Independent component analysis; Medical treatment; Polynomials; Signal to noise ratio;
Conference_Titel :
Communications, Computers and signal Processing, 2001. PACRIM. 2001 IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-7080-5
DOI :
10.1109/PACRIM.2001.953660