Performance Analysis of Digital Lightwave Systems Using Efficient Computer Simulation Techniques

Research output: Contribution to journalArticle

12 Citations (Scopus)

Abstract

Analytically-based methods for evaluating the performance of digital lightwave systems in terms of bit error rates (BERs) are extremely difficult to develop without making restrictive assumptions. A Monte Carlo simulation approach can offer an attractive alternative. However, for typical optical systems, this approach would require an excessive amount of computer time. Importance sampling (IS) is a variance reduction method which can substantially increase the computational efficiency of Monte Carlo simulations. This paper presents an IS method to efficiently evaluate the BERs of direct-detection optical systems employing avalanche photodiode (APD) receivers. Specifically, using a heuristic argument based on large deviations theory, a large class F of exponentially twisted sampling distributions for the APD-based receiver is developed. It is then demonstrated that when used as a sampling distribution, the “optimized” exponentially twisted distribution of large deviations theory is the most efficient distribution among the sampling distributions in F. Further, it is demonstrated that such a distribution would estimate the performance of optical systems with a high degree of accuracy to warrant its possible use as a powerful and flexible tool in computer-aided design, analysis and modeling of fiber-optic transmission systems.

Original languageEnglish
Pages (from-to)240-251
Number of pages12
JournalIEEE Transactions on Communications
Volume43
Issue number234
DOIs
Publication statusPublished - 1995
Externally publishedYes

Fingerprint

Optical systems
Importance sampling
Avalanche photodiodes
Sampling
Bit error rate
Computer simulation
Computational efficiency
Fiber optics
Computer aided design
Monte Carlo simulation

Keywords

  • efficient simulation techniques
  • large deviations theory
  • Optical fiber communications

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Computer Networks and Communications

Cite this

Performance Analysis of Digital Lightwave Systems Using Efficient Computer Simulation Techniques. / Letaief, Khaled.

In: IEEE Transactions on Communications, Vol. 43, No. 234, 1995, p. 240-251.

Research output: Contribution to journalArticle

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