Importance sampling applied to an optical DS-CDMA system

Amel Farhat; Mourad Menif; Catherine Lepers; Houria Rezig; Philippe Gallion

doi:10.1109/ICECS.2007.4510924

Importance sampling applied to an optical DS-CDMA system

Amel Farhat, Mourad Menif, Catherine Lepers, Houria Rezig, Philippe Gallion

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In this paper, we evaluate the performances of a Direct-Sequence Optical Code Division Multiple Access (DS-OCDMA) system. We estimate the bit error rate (BER) of the system using Importance Sampling (IS) technique by taking into account multiple access interferences (MAI) and noises from the receiver. Conventional Monte-Carlo method uses a great number of samples to derive BER evaluation but only a very small fraction of them contributes to error determination. By using IS method, we increase artificially the number of errors by biasing the input distribution, and therefore it is possible to reduce the number of simulations required for BER estimation. We validate the IS method and demonstrate a BER agreement between simulation results and experiments.

Original language	English
Title of host publication	ICECS 2007 - 14th IEEE International Conference on Electronics, Circuits and Systems
Pages	34-37
Number of pages	4
DOIs	https://doi.org/10.1109/ICECS.2007.4510924
Publication status	Published - 1 Dec 2007
Externally published	Yes
Event	14th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2007 - Marrakech, Morocco Duration: 11 Dec 2007 → 14 Dec 2007

Publication series

Name	Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems

Conference

Conference	14th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2007
Country/Territory	Morocco
City	Marrakech
Period	11/12/07 → 14/12/07

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10.1109/ICECS.2007.4510924

Cite this

Farhat, A., Menif, M., Lepers, C., Rezig, H., & Gallion, P. (2007). Importance sampling applied to an optical DS-CDMA system. In ICECS 2007 - 14th IEEE International Conference on Electronics, Circuits and Systems (pp. 34-37). Article 4510924 (Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems). https://doi.org/10.1109/ICECS.2007.4510924

@inproceedings{012403fe422441da898758077a0bbb8e,

title = "Importance sampling applied to an optical DS-CDMA system",

abstract = "In this paper, we evaluate the performances of a Direct-Sequence Optical Code Division Multiple Access (DS-OCDMA) system. We estimate the bit error rate (BER) of the system using Importance Sampling (IS) technique by taking into account multiple access interferences (MAI) and noises from the receiver. Conventional Monte-Carlo method uses a great number of samples to derive BER evaluation but only a very small fraction of them contributes to error determination. By using IS method, we increase artificially the number of errors by biasing the input distribution, and therefore it is possible to reduce the number of simulations required for BER estimation. We validate the IS method and demonstrate a BER agreement between simulation results and experiments.",

author = "Amel Farhat and Mourad Menif and Catherine Lepers and Houria Rezig and Philippe Gallion",

year = "2007",

month = dec,

day = "1",

doi = "10.1109/ICECS.2007.4510924",

language = "English",

isbn = "1424413788",

series = "Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems",

pages = "34--37",

booktitle = "ICECS 2007 - 14th IEEE International Conference on Electronics, Circuits and Systems",

note = "14th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2007 ; Conference date: 11-12-2007 Through 14-12-2007",

}

Farhat, A, Menif, M, Lepers, C, Rezig, H & Gallion, P 2007, Importance sampling applied to an optical DS-CDMA system. in ICECS 2007 - 14th IEEE International Conference on Electronics, Circuits and Systems., 4510924, Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems, pp. 34-37, 14th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2007, Marrakech, Morocco, 11/12/07. https://doi.org/10.1109/ICECS.2007.4510924

Importance sampling applied to an optical DS-CDMA system. / Farhat, Amel; Menif, Mourad; Lepers, Catherine et al.
ICECS 2007 - 14th IEEE International Conference on Electronics, Circuits and Systems. 2007. p. 34-37 4510924 (Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Importance sampling applied to an optical DS-CDMA system

AU - Farhat, Amel

AU - Menif, Mourad

AU - Lepers, Catherine

AU - Rezig, Houria

AU - Gallion, Philippe

PY - 2007/12/1

Y1 - 2007/12/1

N2 - In this paper, we evaluate the performances of a Direct-Sequence Optical Code Division Multiple Access (DS-OCDMA) system. We estimate the bit error rate (BER) of the system using Importance Sampling (IS) technique by taking into account multiple access interferences (MAI) and noises from the receiver. Conventional Monte-Carlo method uses a great number of samples to derive BER evaluation but only a very small fraction of them contributes to error determination. By using IS method, we increase artificially the number of errors by biasing the input distribution, and therefore it is possible to reduce the number of simulations required for BER estimation. We validate the IS method and demonstrate a BER agreement between simulation results and experiments.

AB - In this paper, we evaluate the performances of a Direct-Sequence Optical Code Division Multiple Access (DS-OCDMA) system. We estimate the bit error rate (BER) of the system using Importance Sampling (IS) technique by taking into account multiple access interferences (MAI) and noises from the receiver. Conventional Monte-Carlo method uses a great number of samples to derive BER evaluation but only a very small fraction of them contributes to error determination. By using IS method, we increase artificially the number of errors by biasing the input distribution, and therefore it is possible to reduce the number of simulations required for BER estimation. We validate the IS method and demonstrate a BER agreement between simulation results and experiments.

U2 - 10.1109/ICECS.2007.4510924

DO - 10.1109/ICECS.2007.4510924

M3 - Conference contribution

AN - SCOPUS:50649106208

SN - 1424413788

SN - 9781424413782

T3 - Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems

SP - 34

EP - 37

BT - ICECS 2007 - 14th IEEE International Conference on Electronics, Circuits and Systems

T2 - 14th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2007

Y2 - 11 December 2007 through 14 December 2007

ER -

Importance sampling applied to an optical DS-CDMA system

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