Title :
Deconvolution of causal pulse and transient data
Author :
Bennia, Abdelhak ; Nahman, Norris S.
Author_Institution :
Bradley Dept. of Electr. Eng., Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
Abstract :
The effects of the causality of a certain class of frequency domain filters that satisfy the Paley-Wiener criterion are discussed. Physical pulses and transients are causal functions of time; that is, their values are zero before t=0, the time at which they begin. Their measured waveform data are also causal. When deconvolution processing is applied to remove instrumentation errors and/or suppress the effects of noise, noncausal deconvolution methods may introduce unacceptable errors. The Nahman-Guillaume automatic deconvolution method is modified to ensure that causality is maintained in the deconvolution result. Examples which show the undesirable effects of noncausal methods and a means of eliminating such effects are given
Keywords :
filtering and prediction theory; signal processing; transients; waveform analysis; Nahman-Guillaume automatic deconvolution; Paley-Wiener criterion; causal pulse; effects of noise; errors; frequency domain filters; instrumentation errors; noncausal deconvolution methods; transient data; waveform data; waveforms; Attenuation; Convolution; Deconvolution; Equations; Filtering; Filters; Fourier transforms; Frequency domain analysis; Instruments; Time invariant systems;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 1990. IMTC-90. Conference Record., 7th IEEE
Conference_Location :
San Jose, CA
DOI :
10.1109/IMTC.1990.66011