DocumentCode
1147089
Title
An experimental investigation of conventional and efficient importance sampling
Author
Jeruchim, Michel C. ; Hahn, Peter M. ; Smyntek, Kevin P. ; Ray, Robert T.
Author_Institution
Gen. Electr. Aerosp., Philadelphia, PA, USA
Volume
37
Issue
6
fYear
1989
fDate
6/1/1989 12:00:00 AM
Firstpage
578
Lastpage
587
Abstract
Importance sampling is a technique that can significantly reduce computer run-time in the estimation of bit error rate (BER). However, in the conventional implementation (CIS), the improvement reduces markedly for systems with long memory. An approach to recover the full improvement for such systems has been previously suggested, and is called `efficient´ important sampling (EIS). A report is presented on an extensive series of simulation-based experiments with CIS and EIS, both to compare theoretical predictions to experimental observations, as well as to gain insight into the conditions of applicability, especially for EIS
Keywords
Monte Carlo methods; digital communication systems; digital simulation; error statistics; satellite relay systems; BER estimation; Monte Carlo simulation; bit error rate; digital communication systems; efficient importance sampling; linearised version; nonlinear systems; satellite system simulation; simulation-based experiments; Bit error rate; Computational Intelligence Society; Estimation error; Linear approximation; Monte Carlo methods; Power amplifiers; Predictive models; Runtime; Sampling methods; Satellites;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/26.31142
Filename
31142
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