Adaptive estimation of latency changes in evoked potentials

被引:30
作者
Kong, XA
Thakor, NV
机构
[1] NO ILLINOIS UNIV,DEPT ELECT ENGN,DE KALB,IL 60115
[2] JOHNS HOPKINS UNIV,SCH MED,DEPT BIOMED ENGN,BALTIMORE,MD 21205
关键词
Adaptive algorithms - Data recording - Errors - Estimation - Neurophysiology - Signal to noise ratio - Spurious signal noise;
D O I
10.1109/10.481988
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Changes in latency of evoked potentials (EP) may indicate clinically and diagnostically important changes in the status of the nervous system. A low signal-to-noise ratio of the EP signal makes it difficult to estimate small, transient, time-varying changes in latency, or delays, Here, we present an adaptive algorithm that estimates small delay (latency change) values even when EP signal amplitudes are time-varying, When the delay is time invariant, the adaptive algorithm produces an unbiased estimate with delay estimation error less than half of the sampling interval, A lower estimation error variance is obtained when, in a pair of signals, the adaptive algorithm delays the signal with the higher SNR, The adaptive delay estimation algorithm was tested on intra-operative recordings of somatosensory EP, and analysis of those recordings reveals that the anesthetic etomidate produces a step change in the amplitude and latency of the EP signals.
引用
收藏
页码:189 / 197
页数:9
相关论文
共 24 条
[1]  
AMINOFF MJ, 1980, ELECTRODGNOSIS CLIN
[2]   AVERAGING ANALYSIS FOR DISCRETE-TIME AND SAMPLED DATA ADAPTIVE SYSTEMS [J].
BAI, EW ;
FU, LC ;
SASTRY, SS .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (02) :137-148
[3]  
CARLILE S, 1992, ACTA OTOLARYNGOLOGIC, P939
[4]   COHERENCE AND TIME-DELAY ESTIMATION [J].
CARTER, GC .
PROCEEDINGS OF THE IEEE, 1987, 75 (02) :236-255
[5]  
ETTER D, 1993, IEEE T ACOUSTICS SPE, V29, P582
[6]  
GRUNDY BL, 1981, ANESTH ANALG, V60, P437
[7]  
Hamming R. W., 1989, DIGITAL FILTERS
[8]   CHANGES IN AMPLITUDE AND LATENCY OF THE P300 COMPONENT OF THE AUDITORY EVOKED-POTENTIAL WITH SEDATIVE AND ANESTHETIC CONCENTRATIONS OF NITROUS-OXIDE [J].
JESSOP, J ;
GRIFFITHS, DE ;
FURNESS, P ;
JONES, JG ;
SAPSFORD, DJ ;
BRECKON, DA .
BRITISH JOURNAL OF ANAESTHESIA, 1991, 67 (05) :524-531
[9]   AVERAGING ANALYSIS OF LOCAL STABILITY OF A REAL CONSTANT MODULUS ALGORITHM ADAPTIVE FILTER [J].
JOHNSON, CR ;
DASGUPTA, S ;
SETHARES, WA .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (06) :900-910
[10]  
KONG X, 1993, P INT C ACOUST SPEEC, V1, P87