NCEER-87-0017 | 8/31/1987 | 58 pages
TOC: The table of contents is provided.
Keywords: Simulation, Ground Motion, Special Representation, Stochastic Process, and Power Spectrum.
Abstract: The method of spectral representation for uni-variate, one-dimensional, stationary stochastic processes and multi-dimensional, uni-variate (as well as multi-dimensional, multi-variate) homogeneous stochastic fields has been reviewed, particularly from the viewpoint of digitally generating their sample functions. This method of representation has then been extended to the cases of uni-variate, one-dimensional, nonstationary stochastic processes and multi-dimensional, uni-variate nonhomogeneous stochastic fields, again emphasizing sample function generation. Also, a fundamental theory of evolutionary stochastic waves is developed and a technique for digitally generating samples of such waves is introduced as a further extension of the spectral representation method. This is done primarily for the purpose of developing an analytical model of seismic waves that can account for their stochastic characteristics in the time and space domain. From this model, the corresponding sample seismic waves can be digitally generated. The efficiency of this new technique is demonstrated with the aid of a numerical example in which a sample of a specially two-dimensional stochastic wave consistent with the Lotung, Taiwan dense array data is digitally generated.