Title :
Combining an autoregressive (AR) model with the FD-TD algorithm for improved computational efficiency
Author :
Chen, J. ; Wu, C. ; Wu, K.-L. ; Litva, J.
Author_Institution :
Commun. Res. Lab., McMaster Univ., Hamilton, Ont., Canada
Abstract :
An autoregressive (AR) model is combined with the finite-difference time-domain (FD-TD) algorithm. It is shown that this greatly improves the computational efficiency of the FD-TD technique. The AR model can be set up using a short segment of the time-domain trace generated by the FD-TD algorithm. Through extrapolation, future segments of the response can be accurately predicted. It is shown that the AR model is more robust and accurate than other prediction techniques used with electromagnetic modeling. A number of numerical examples are shown.<>
Keywords :
electromagnetic waves; finite difference time-domain analysis; FD-TD algorithm; autoregressive model; computational efficiency; electromagnetic modeling; extrapolation; time-domain trace; Circuit simulation; Computational efficiency; Extrapolation; Finite difference methods; Patch antennas; Predictive models; Printed circuits; Robustness; Signal processing algorithms; Time domain analysis;
Conference_Titel :
Microwave Symposium Digest, 1993., IEEE MTT-S International
Conference_Location :
Atlanta, GA, USA
Print_ISBN :
0-7803-1209-0
DOI :
10.1109/MWSYM.1993.276765