NDLI: Implementation of importance sampling techniques using the Signal Processing WorkSystem (SPW)

Content Provider	IEEE Xplore Digital Library
Author	Wyche, M.K.
Copyright Year	1992
Description	Author affiliation: Mitre Corp., McLean, VA, USA (Wyche, M.K.)
Abstract	The author presents the development of importance sampling function blocks for the Signal Processing WorkSystem (SPW) simulation tool. The derivation and implementation of SPW blocks for both conventional and improved importance sampling techniques are discussed. Conventional importance sampling provides improvement in the simulation times for linear systems that contain little or no memory. Improved importance sampling reduces the simulation time required independently of memory length. The bit-error-rate (BER) performance of a baseband communication system is analyzed using these new blocks in order to quantify the improvement in simulation time using importance sampling as opposed to direct Monte-Carlo simulation.
Starting Page	701
Ending Page	706
File Size	393865
Page Count	6
File Format	PDF
ISBN	078030585X
DOI	10.1109/MILCOM.1992.244139
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1992-10-11
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Monte Carlo methods Signal processing Computational Intelligence Society Noise generators Transmitters Integral equations Gaussian noise Noise reduction Baseband Digital communication
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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Implementation of importance sampling techniques using the Signal Processing WorkSystem (SPW)