On the optimum biasing of importance sampling for simulation of communication systems

TitleOn the optimum biasing of importance sampling for simulation of communication systems
Publication TypeConference Paper
Year of Publication1993
AuthorsZou, J., and V. K. Bhargava
Conference NameElectrical and Computer Engineering, 1993. Canadian Conference on
Pagination515 -518 vol.1
Date Publishedsep.
Keywordscommunication systems simulation, confidence interval, confidence level, digital simulation, estimation variance, feedback, importance sampling, information feedback, optimisation, optimum biasing, probability, telecommunication systems
Abstract

Most conventional optimum or good bias schemes of importance sampling may be over biased for the simulation of a class of communication systems with information feedback. A new concept of the whole estimator is introduced. In addition to the estimation variance, the confidence interval and confidence level are mainly considered as the criteria of optimizing bias schemes. The nature of new optimum bias schemes is found through rigorous analysis

URLhttp://dx.doi.org/10.1109/CCECE.1993.332185
DOI10.1109/CCECE.1993.332185

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