Archive

Samir SAOUDI

Poste

Responsable du département SC

Localisation

Brest

Coordonnées :

Tél.

+33 2 29 00 11 79
Publications HAL
Communication dans un congrès
Hmamouche Yassine, Benjillali Mustapha, Saoudi Samir
Closed-form Coverage Probability under the Idle Mode Capability: A Stochastic Geometry Approach
ISIVC 2018, International Symposium on Signal Image Video and Communications, Nov 2018, rabat, Morocco
Bibtext :
@inproceedings{hmamouche:hal-01893752,
TITLE = {{Closed-form Coverage Probability under the Idle Mode Capability: A Stochastic Geometry Approach}},
AUTHOR = {Hmamouche, Yassine and Benjillali, Mustapha and Saoudi, Samir},
URL = {https://hal.archives-ouvertes.fr/hal-01893752},
BOOKTITLE = {{ISIVC 2018, International Symposium on Signal Image Video and Communications}},
ADDRESS = {rabat, Morocco},
YEAR = {2018},
MONTH = Nov,
PDF = {https://hal.archives-ouvertes.fr/hal-01893752/file/ISIVC_2018_paper_42.pdf},
HAL_ID = {hal-01893752},
HAL_VERSION = {v1},
}
Endnote :
%0 Conference Paper
%F Oral
%T Closed-form Coverage Probability under the Idle Mode Capability: A Stochastic Geometry Approach
%+ Lab-STICC_IMTA_CACS_COM
%+ Département Signal et Communications (SC)
%+ Institut National de Postes et Télécommunications [Rabat] (INPT)
%A Hmamouche, Yassine
%A Benjillali, Mustapha
%A Saoudi, Samir
%< avec comité de lecture
%B ISIVC 2018, International Symposium on Signal Image Video and Communications
%C rabat, Morocco
%8 2018-11-27
%D 2018
%Z Engineering Sciences [physics]Conference papers
%X In this paper, we provide a comprehensive overview of the stochastic geometry framework explored extensively in literature to model and analyze the performance of communication networks. We provide a brief survey of the history of the approach, including recent applications to the analysis of several 5G enabling technologies. In the main technical section of the paper, we consider a case study in which we assume a system model where the idle mode capability is activated on base stations. A general expression of the coverage probability based on hypergeometric functions is then derived, yielding closed-form expressions that depend on the parity of the path loss exponent. Numerical results confirm the accuracy of our practical approximations.
%G English
%2 https://hal.archives-ouvertes.fr/hal-01893752/document
%2 https://hal.archives-ouvertes.fr/hal-01893752/file/ISIVC_2018_paper_42.pdf
%L hal-01893752
%U https://hal.archives-ouvertes.fr/hal-01893752
%~ CNRS
%~ UNIV-BREST
%~ UNIV-UBS
%~ INSTITUT-TELECOM
%~ ENIB
%~ LAB-STICC
%~ IMT-ATLANTIQUE
%~ LAB-STICC_IMTA_CACS_COM
%~ IMTA_SC
%~ LAB-STICC_IMTA
Article dans une revue
Poda Pasteur, Saoudi Samir, Chonavel Thierry, Guilloud Frédéric, Tapsoba Théodore
Non-parametric kernel-based bit error probability estimation in digital communication systems: An estimator for soft coded QAM BER computation
Revue Africaine de la Recherche en Informatique et Mathématiques Appliquées, INRIA, 2018, Volume 27 - 2017 - Special issue CARI 2016
Bibtext :
@article{poda:hal-01449035,
TITLE = {{Non-parametric kernel-based bit error probability estimation in digital communication systems: An estimator for soft coded QAM BER computation}},
AUTHOR = {Poda, Pasteur and Saoudi, Samir and Chonavel, Thierry and Guilloud, Fr{\'e}d{\'e}ric and Tapsoba, Th{\'e}odore Marie-Yves},
URL = {https://hal.archives-ouvertes.fr/hal-01449035},
JOURNAL = {{Revue Africaine de la Recherche en Informatique et Math{\'e}matiques Appliqu{\'e}es}},
PUBLISHER = {{INRIA}},
VOLUME = {Volume 27 - 2017 - Special issue CARI 2016},
YEAR = {2018},
MONTH = Aug,
KEYWORDS = {Kernel estimator ; Bit error rate ; Probability density function ; Monte Carlo method ; Bit error probability ; Fonction de densit{\'e} de probabilit{\'e} ; Estimateur {\`a} noyau ; Taux d'erreur binaire ; M{\'e}thode Monte Carlo ; Probabilit{\'e} d'erreur binaire},
PDF = {https://hal.archives-ouvertes.fr/hal-01449035/file/ARIMA-Vol27-101-120.pdf},
HAL_ID = {hal-01449035},
HAL_VERSION = {v3},
}
Endnote :
%0 Journal Article
%T Non-parametric kernel-based bit error probability estimation in digital communication systems: An estimator for soft coded QAM BER computation
%+ Université Polytechnique Nazi Boni Bobo-Dioulasso (UNB)
%+ Département Signal et Communications (SC)
%+ Lab-STICC_IMTA_CACS_COM
%+ IMT Atlantique Bretagne-Pays de la Loire (IMT Atlantique)
%+ Lab-STICC_IMTA_CID_TOMS
%A Poda, Pasteur
%A Saoudi, Samir
%A Chonavel, Thierry
%A Guilloud, Frédéric
%A Tapsoba, Théodore, Marie-Yves
%Z Projet RESEAU SCAC-Ambassade de France au Burkina Faso , FP7 project ICT-317669 METIS
%< avec comité de lecture
%@ 1638-5713
%J Revue Africaine de la Recherche en Informatique et Mathématiques Appliquées
%I INRIA
%V Volume 27 - 2017 - Special issue CARI 2016
%8 2018-08-03
%D 2018
%K Kernel estimator
%K Bit error rate
%K Probability density function
%K Monte Carlo method
%K Bit error probability
%K Fonction de densité de probabilité
%K Estimateur à noyau
%K Taux d’erreur binaire
%K Méthode Monte Carlo
%K Probabilité d’erreur binaire
%Z Engineering Sciences [physics]/Signal and Image processing
%Z Engineering Sciences [physics]/OtherJournal articles
%X The standard Monte Carlo estimations of rare events probabilities suffer from too much computational time. To make estimations faster, kernel-based estimators proved to be more efficient for binary systems whilst appearing to be more suitable in situations where the probability density function of the samples is unknown. We propose a kernel-based Bit Error Probability (BEP) estimator for coded M-ary Quadrature Amplitude Modulation (QAM) systems. We defined soft real bits upon which an Epanechnikov kernel-based estimator is designed. Simulation results showed, compared to the standard Monte Carlo simulation technique, accurate, reliable and efficient BEP estimates for 4-QAM and 16-QAM symbols transmissions over the additive white Gaussian noise channel and over a frequency-selective Rayleigh fading channel.
%X Les estimations de probabilités d'événements rares par la méthode de Monte Carlo classique souffrent de trop de temps de calculs. Des estimateurs à noyau se sont montrés plus efficaces sur des systèmes binaires en même temps qu'ils paraissent mieux adaptés aux situations où la fonction de densité de probabilité est inconnue. Nous proposons un estimateur de Probabilité d'Erreur Bit (PEB) à noyau pour les systèmes M-aires codés de Modulations d'Amplitude en Quadrature (MAQ). Nous avons défini des bits souples à valeurs réelles à partir desquels un estimateur à noyau d'Epanechnikov est conçu. Les simulations ont montré, par rapport à la méthode Monte Carlo, des estimées de PEB précises, fiables et efficaces pour des transmissions MAQ-4 et MAQ-16 sur canaux à bruit additif blanc Gaussien et à évanouïssements de Rayleigh sélectif en fréquence.
%G English
%2 https://hal.archives-ouvertes.fr/hal-01449035v3/document
%2 https://hal.archives-ouvertes.fr/hal-01449035/file/ARIMA-Vol27-101-120.pdf
%L hal-01449035
%U https://hal.archives-ouvertes.fr/hal-01449035
%~ EPISCIENCES
%~ ARIMA
%~ CNRS
%~ UNIV-UBS
%~ INSTITUT-TELECOM
%~ ENIB
%~ LAB-STICC
%~ UNIV-BREST
%~ IMT-ATLANTIQUE
%~ LAB-STICC_IMTA_CID_TOMS
%~ IMTA_SC
%~ LAB-STICC_IMTA
%~ LAB-STICC_IMTA_CACS_COM
Article dans une revue
Saoudi Samir, El-Moutaouakkil Zakaria, Tourki Kamel, Yanikomeroglu Halim
TAS Strategies for Incremental Cognitive MIMO Relaying: New Results and Accurate Comparison
Bibtext :
@article{saoudi:hal-01780395,
TITLE = {{TAS Strategies for Incremental Cognitive MIMO Relaying: New Results and Accurate Comparison}},
AUTHOR = {Saoudi, Samir and El-Moutaouakkil, Zakaria and TOURKI, Kamel and Yanikomeroglu, Halim},
URL = {https://hal-imt-atlantique.archives-ouvertes.fr/hal-01780395},
JOURNAL = {{IEEE Access}},
PUBLISHER = {{IEEE}},
PAGES = {1 - 19},
YEAR = {2018},
MONTH = Apr,
DOI = {10.1109/ACCESS.2018.2829930},
HAL_ID = {hal-01780395},
HAL_VERSION = {v1},
}
Endnote :
%0 Journal Article
%T TAS Strategies for Incremental Cognitive MIMO Relaying: New Results and Accurate Comparison
%+ Département Signal et Communications (SC)
%+ Lab-STICC_IMTA_CACS_COM
%+ IMT Atlantique Bretagne-Pays de la Loire (IMT Atlantique)
%+ Huawei Technologies France [Boulogne-Billancour]
%+ Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada (Carleton University)
%A Saoudi, Samir
%A El-Moutaouakkil, Zakaria
%A TOURKI, Kamel
%A Yanikomeroglu, Halim
%< avec comité de lecture
%J IEEE Access
%I IEEE
%P 1 - 19
%8 2018-04-25
%D 2018
%R 10.1109/ACCESS.2018.2829930
%Z Engineering Sciences [physics]
%Z Engineering Sciences [physics]/Signal and Image processingJournal articles
%X In this paper, we thoroughly elaborate on the impact different transmit-antenna selection (TAS) strategies induce in terms of the outage performance of incremental cognitive multiple-input multiple-output (MIMO) relaying systems employing receive maximum-ratio combining (MRC). Our setup consists of three multi-antenna secondary nodes: a transmitter, a receiver and a decode-and-forward (DF) relay node acting in a half-duplex incremental relaying mode whereas the primary transmitter and receiver are equipped with a single antenna. Only a statistical channel-state information (CSI) is acquired by the secondary system transmitting nodes to adapt their transmit power. In this context, our contribution is fourfold. First, we focuson two TAS strategies that are driven by maximizing either the received signal-to-noise ratio (SNR) or signal-to-interferenceplus-noise ratio (SINR), and extend their operating mode into an incremental relaying setup where MRC is carried jointly over both relaying hops. Second, given the inherited complexity, we proceed by the exact outage analysis of the direct (first-hop) transmission as a preliminary yet innovative step pertaining to the SINR-driven TAS strategy. Third, the end-to-end (secondhop) transmission outage performance is also evaluated although shown to entail an involved derivation roadmap for both TAS strategies. Forth, we simplify our exact derivations by means of the asymptotic analysis which reveals that the detrimental effect of mutual interference on the secondary system is originated from the primary transmitter (i.e., co-channel interference) and not from the primary receiver (i.e., interference threshold). That is, even if the secondary system operates at a high tolerated amount of interference, an outage floor will still occur because the primary system will pump a high amount of co-channel interference in return. The SINR-driven TAS shows up as an optimal interference-aware strategy in this regard. It achieves the same diversity gain but a better coding gain compared to its SNR-driven counterpart. The correctness of our results is confirmed by Monte Carlo simulations and the actual outage gap between both TAS strategies is reflected.
%G English
%L hal-01780395
%U https://hal-imt-atlantique.archives-ouvertes.fr/hal-01780395
%~ IMT-ATLANTIQUE
%~ CNRS
%~ UNIV-UBS
%~ INSTITUT-TELECOM
%~ ENIB
%~ LAB-STICC
%~ UNIV-BREST
%~ IMTA_SC
%~ LAB-STICC_IMTA_CACS_COM
%~ LAB-STICC_IMTA
Communication dans un congrès
Poda Pasteur, Saoudi Samir
A Kernel-Based QAM Symbol Error Probability Estimation Technique
VTC 2017 Fall : IEEE 86th Vehicular Technology Conference, Sep 2017, Toronto, Canada. Proceedings VTC 2017 Fall : IEEE 86th Vehicular Technology Conference, 2017
Bibtext :
@inproceedings{poda:hal-01614296,
TITLE = {{A Kernel-Based QAM Symbol Error Probability Estimation Technique}},
AUTHOR = {Poda, Pasteur and Saoudi, Samir},
URL = {https://hal.archives-ouvertes.fr/hal-01614296},
BOOKTITLE = {{VTC 2017 Fall : IEEE 86th Vehicular Technology Conference}},
ADDRESS = {Toronto, Canada},
HAL_LOCAL_REFERENCE = {18246},
PAGES = {.},
YEAR = {2017},
MONTH = Sep,
HAL_ID = {hal-01614296},
HAL_VERSION = {v1},
}
Endnote :
%0 Conference Proceedings
%T A Kernel-Based QAM Symbol Error Probability Estimation Technique
%+ Département Signal et Communications (SC)
%+ Université Polytechnique De Bobo-dioulasso (.) (UPB)
%+ Lab-STICC_IMTA_CACS_COM
%A Poda, Pasteur
%A Saoudi, Samir
%< avec comité de lecture
%Z 18246
%( Proceedings VTC 2017 Fall : IEEE 86th Vehicular Technology Conference
%B VTC 2017 Fall : IEEE 86th Vehicular Technology Conference
%C Toronto, Canada
%P .
%8 2017-09-24
%D 2017
%Z Engineering Sciences [physics]/Signal and Image processingConference papers
%X Kernel techniques for efficient error probability estimation have demonstrated good performance in Bit Error Probability (BEP) estimation under a diversity of simulation frameworks. However, the transmission schemes of contemporary and emerging communication systems are more and more complex so that it is questionable if the Symbol Error Probability (SEP) estimate can be anyway derived from the BEP estimate. In this paper, we investigate for a direct way to efficiently estimate the SEP based on the kernel technique. We focus on the ubiquitous Quadrature Amplitude Modulation (QAM) systems and design a Gaussian kernel-based estimator. Simulation results, involving 4-QAM and 16-QAM symbols transmissions over the additive white Gaussian noise channel and over a frequency-selective channel, show that the proposed estimator can perform efficient, reliable and accurate SEP estimations.
%G English
%L hal-01614296
%U https://hal.archives-ouvertes.fr/hal-01614296
%~ INSTITUT-TELECOM
%~ TELECOM-BRETAGNE
%~ CNRS
%~ UNIV-UBS
%~ ENIB
%~ LAB-STICC
%~ UNIV-BREST
%~ IMTA_SC
%~ LAB-STICC_IMTA_CACS_COM
%~ IMT-ATLANTIQUE
%~ LAB-STICC_IMTA
Article dans une revue
Zribi Amin, Pyndiah Ramesh, Saoudi Samir, Lagrange Xavier
Erasure coding for reliable adaptive retransmission in wireless broadcast/multicast systems
Telecommunication Systems, Springer Verlag (Germany), 2017, 65 (4), pp.591 - 604. 〈10.1007/s11235-016-0253-4〉
Bibtext :
@article{zribi:hal-01573596,
TITLE = {{Erasure coding for reliable adaptive retransmission in wireless broadcast/multicast systems}},
AUTHOR = {Zribi, Amin and Pyndiah, Ramesh and Saoudi, Samir and Lagrange, Xavier},
URL = {https://hal.archives-ouvertes.fr/hal-01573596},
JOURNAL = {{Telecommunication Systems}},
HAL_LOCAL_REFERENCE = {17440},
PUBLISHER = {{Springer Verlag (Germany)}},
VOLUME = {65},
NUMBER = {4},
PAGES = {591 - 604},
YEAR = {2017},
MONTH = Aug,
DOI = {10.1007/s11235-016-0253-4},
KEYWORDS = {Wireless networks ; Multicast transmission ; ARQ protocols ; Broadcast ; Error correction codes ; Erasure channel ; Feedback communications},
HAL_ID = {hal-01573596},
HAL_VERSION = {v1},
}
Endnote :
%0 Journal Article
%T Erasure coding for reliable adaptive retransmission in wireless broadcast/multicast systems
%+ Lab-STICC_IMTA_CACS_COM
%+ Institut supérieur des études technologiques en communications de Tunis (.) (IsetCom)
%+ Département Signal et Communications (SC)
%+ Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Lab-STICC)
%+ Direction Scientifique (DS)
%+ Advanced technologies for operated networks (ADOPNET)
%+ Département Réseaux, Sécurité et Multimédia (RSM)
%+ Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA)
%A Zribi, Amin
%A Pyndiah, Ramesh
%A Saoudi, Samir
%A Lagrange, Xavier
%< avec comité de lecture
%Z 17440
%@ 1018-4864
%J Telecommunication Systems
%I Springer Verlag (Germany)
%V 65
%N 4
%P 591 - 604
%8 2017-08
%D 2017
%R 10.1007/s11235-016-0253-4
%K Wireless networks
%K Multicast transmission
%K ARQ protocols
%K Broadcast
%K Error correction codes
%K Erasure channel
%K Feedback communications
%Z Computer Science [cs]/Multimedia [cs.MM]
%Z Computer Science [cs]/Networking and Internet Architecture [cs.NI]
%Z Engineering Sciences [physics]/Signal and Image processingJournal articles
%X In this paper, we present new adaptive automatic repeat request (ARQ) schemes for wireless broadcast/multicast combining erasure coding (EC) and packet retransmission. Traditional approaches rely on retransmitting the lost packets in a point-to-point or point-to-multipoint mode. The main idea behind the presented protocols is to retransmit adaptive combinations of the lost packets using EC, which can help several receivers to recover the lost information with fewer retransmission attempts.We propose two versions of EC-based ARQ protocols, and investigate theoretically the corresponding transmission bandwidths in different contexts. We show through simulation results the efficiency of the proposed protocols with respect to conventional ARQ strategies and new published ARQ works for broadcast/multicast. Finally, a new sliding window NACK feedback policy is presented for the case of a high number of receivers to avoid the feedback implosion problem.
%G English
%L hal-01573596
%U https://hal.archives-ouvertes.fr/hal-01573596
%~ TELECOM-BRETAGNE
%~ INSTITUT-TELECOM
%~ CNRS
%~ UNIV-UBS
%~ IRISA_SET
%~ ENIB
%~ LAB-STICC_ENIB
%~ LAB-STICC
%~ UNIV-RENNES1
%~ UNIV-BREST
%~ IRISA
%~ INRIA2017
%~ INRIA
%~ UR1-HAL
%~ UR1-MATH-STIC
%~ UR1-UFR-ISTIC
%~ TEST-UNIV-RENNES
%~ TEST-UR-CSS
%~ LAB-STICC_IMTA_CACS_COM
%~ IMTA_SC
%~ UNIV-RENNES
%~ INRIA-AUT
%~ IMT-ATLANTIQUE
%~ IMTA_SRCD
%~ IRISA-ADOPNET-IMTA
%~ IRISA_IMTA
%~ LAB-STICC_IMTA
%~ INSA-GROUPE
Communication dans un congrès
Poda Pasteur, Saoudi Samir, Chonavel Thierry
An Efficient kernel-based technique for QAM symbol error probability estimation
WCNC 2017 : IEEE Wireless Communications and Networking Conference, Mar 2017, San Francisco, United States. IEEE, Proceedings WCNC 2017 : IEEE Wireless Communications and Networking Conference, pp.1 - 6, 2017, 〈10.1109/WCNCW.2017.7919077〉
Bibtext :
@inproceedings{poda:hal-01548351,
TITLE = {{An Efficient kernel-based technique for QAM symbol error probability estimation}},
AUTHOR = {Poda, Pasteur and Saoudi, Samir and Chonavel, Thierry},
URL = {https://hal.archives-ouvertes.fr/hal-01548351},
BOOKTITLE = {{WCNC 2017 : IEEE Wireless Communications and Networking Conference}},
ADDRESS = {San Francisco, United States},
HAL_LOCAL_REFERENCE = {17848},
PUBLISHER = {{IEEE}},
PAGES = {1 - 6},
YEAR = {2017},
MONTH = Mar,
DOI = {10.1109/WCNCW.2017.7919077},
KEYWORDS = {Symbol error probability estimation ; Probability density function estimation ; Kernel method ; SEM algorithm},
HAL_ID = {hal-01548351},
HAL_VERSION = {v1},
}
Endnote :
%0 Conference Proceedings
%T An Efficient kernel-based technique for QAM symbol error probability estimation
%+ Lab-STICC_IMTA_CACS_COM
%+ Département Signal et Communications (SC)
%+ Université Polytechnique Nazi Boni Bobo-Dioulasso (UNB)
%+ Lab-STICC_IMTA_CID_TOMS
%+ Lab-STICC_TB_CID_TOMS
%A Poda, Pasteur
%A Saoudi, Samir
%A Chonavel, Thierry
%< avec comité de lecture
%Z 17848
%( Proceedings WCNC 2017 : IEEE Wireless Communications and Networking Conference
%B WCNC 2017 : IEEE Wireless Communications and Networking Conference
%C San Francisco, United States
%I IEEE
%P 1 - 6
%8 2017-03-19
%D 2017
%R 10.1109/WCNCW.2017.7919077
%K Symbol error probability estimation
%K Probability density function estimation
%K Kernel method
%K SEM algorithm
%Z Engineering Sciences [physics]/Signal and Image processingConference papers
%X It is of a major interest for contemporary and emerging wireless communication systems to be able to compute error rates fastly, efficiently and in real time. We propose a novel kernel-based Symbol Error Probability (SEP) estimation approach for Quadrature Amplitude Modulation (QAM) systems. The received soft observations are partitioned using an unsupervised stochastic expectation maximisation algorithm. The SEP is estimated using kernel-based probability density function estimate of modified versions of the received observations. Simu- lation results involving 4-QAM transmissions over a frequency- selective channel showed, for practically equivalent estimation accuracy, drastical computational cost reductions compared to the conventional way of estimating the SEP.
%G English
%L hal-01548351
%U https://hal.archives-ouvertes.fr/hal-01548351
%~ TELECOM-BRETAGNE
%~ INSTITUT-TELECOM
%~ CNRS
%~ UNIV-UBS
%~ ENIB
%~ LAB-STICC_ENIB
%~ LAB-STICC
%~ LAB-STICC_TB
%~ UNIV-BREST
%~ IMTA_SC
%~ LAB-STICC_IMTA_CACS_COM
%~ LAB-STICC_IMTA_CID_TOMS
%~ IMT-ATLANTIQUE
%~ LAB-STICC_IMTA
Article dans une revue
Poda Pasteur, Saoudi Samir
Multi-Level Kernel-based QAM symbol Error Probability Estimation
Frontiers in Science and Engineering (international journal), 2017
Bibtext :
@article{poda:hal-01829672,
TITLE = {{Multi-Level Kernel-based QAM symbol Error Probability Estimation}},
AUTHOR = {Poda, Pasteur and Saoudi, Samir},
URL = {https://hal-imt-atlantique.archives-ouvertes.fr/hal-01829672},
JOURNAL = {{Frontiers in Science and Engineering (international journal)}},
YEAR = {2017},
PDF = {https://hal-imt-atlantique.archives-ouvertes.fr/hal-01829672/file/jounal_scientifique_saoudi.pdf},
HAL_ID = {hal-01829672},
HAL_VERSION = {v1},
}
Endnote :
%0 Journal Article
%T Multi-Level Kernel-based QAM symbol Error Probability Estimation
%+ Lab-STICC_IMTA_CACS_COM
%+ IMT Atlantique Bretagne-Pays de la Loire (IMT Atlantique)
%+ Département Signal et Communications (SC)
%A Poda, Pasteur
%A Saoudi, Samir
%< avec comité de lecture
%J Frontiers in Science and Engineering (international journal)
%8 2017
%D 2017
%Z Engineering Sciences [physics]Journal articles
%X Kernel density estimators technique has been successfully applied to efficient Bit Error Rate (BER) computation issue under a diversity of simulation frameworks. However, as contemporary and emerging digital communication systems are increasingly provided with advanced transceivers, it is questionable if the Symbol Error Rate (SER) can be anyway derived from the BER. This paper investigates for a direct way to efficiently compute the SER. Focusing on the ubiquitous multi-level Quadrature Amplitude Modulation (QAM) transmission schemes, a Gaussian kernel-based estimator is designed. Simulation of the 4-QAM transmission scheme under various channel models shows that the proposed estimator can achieve efficient estimations with a very high degree of accuracy and reliability.
%G English
%2 https://hal-imt-atlantique.archives-ouvertes.fr/hal-01829672/document
%2 https://hal-imt-atlantique.archives-ouvertes.fr/hal-01829672/file/jounal_scientifique_saoudi.pdf
%L hal-01829672
%U https://hal-imt-atlantique.archives-ouvertes.fr/hal-01829672
%~ IMT-ATLANTIQUE
%~ IMTA_SC
%~ CNRS
%~ UNIV-BREST
%~ UNIV-UBS
%~ INSTITUT-TELECOM
%~ ENIB
%~ LAB-STICC
%~ LAB-STICC_IMTA
%~ LAB-STICC_IMTA_CACS_COM
Communication dans un congrès
Poda Pasteur, Theodore Tapsoba, Saoudi Samir, Chonavel Thierry, Guilloud Frédéric
A Kernel-based soft BER estimator for coded QAM transmission systems
ISIVC 2016 : 8th International Symposium on Signal, Image, Video and Communications, Nov 2016, Tunis, Tunisia. Proceedings ISIVC 2016 : 8th International Symposium on Signal, Image, Video and Communications, 2016
Bibtext :
@inproceedings{poda:hal-01487070,
TITLE = {{A Kernel-based soft BER estimator for coded QAM transmission systems}},
AUTHOR = {Poda, Pasteur and Theodore, Tapsoba and Saoudi, Samir and Chonavel, Thierry and Guilloud, Fr{\'e}d{\'e}ric},
URL = {https://hal.archives-ouvertes.fr/hal-01487070},
BOOKTITLE = {{ISIVC 2016 : 8th International Symposium on Signal, Image, Video and Communications}},
ADDRESS = {Tunis, Tunisia},
HAL_LOCAL_REFERENCE = {17190},
PAGES = {.},
YEAR = {2016},
MONTH = Nov,
KEYWORDS = {BER estimation ; Kernel density estimator ; Probability density function ; Epanechnikov distribution},
HAL_ID = {hal-01487070},
HAL_VERSION = {v1},
}
Endnote :
%0 Conference Proceedings
%T A Kernel-based soft BER estimator for coded QAM transmission systems
%+ Lab-STICC_TB_CACS_COM
%+ Université Polytechnique Nazi Boni Bobo-Dioulasso (UNB)
%+ Département Signal et Communications (SC)
%+ Lab-STICC_TB_CID_TOMS
%A Poda, Pasteur
%A Theodore, Tapsoba
%A Saoudi, Samir
%A Chonavel, Thierry
%A Guilloud, Frédéric
%< avec comité de lecture
%Z 17190
%( Proceedings ISIVC 2016 : 8th International Symposium on Signal, Image, Video and Communications
%B ISIVC 2016 : 8th International Symposium on Signal, Image, Video and Communications
%C Tunis, Tunisia
%P .
%8 2016-11-21
%D 2016
%K BER estimation
%K Kernel density estimator
%K Probability density function
%K Epanechnikov distribution
%Z Engineering Sciences [physics]/Signal and Image processingConference papers
%X This paper addresses the problem of the Monte Carlo method complexity reduction regarding bit error probability (BEP) estimation. A kernel-based BEP estimator is designed for coded M-ary quadrature amplitude modulation (QAM) transmissions schemes. The design of the kernel estimator is made in a context where the soft observations are spread along a bounded support. An Epanechnikov kernel function is chosen. The optimal smoothing parameter is selected based on an asymptotic mean integrated squared error criterion and replacing the unkonwn density function by a reference distribution. Simulations are run for 4-QAM transmission scheme over a frequency-selective Rayleigh fading channel. The proposed estimator is demonstrated reliable and efficient bringing otherwise significative sample size savings.
%G English
%L hal-01487070
%U https://hal.archives-ouvertes.fr/hal-01487070
%~ INSTITUT-TELECOM
%~ TELECOM-BRETAGNE
%~ CNRS
%~ UNIV-UBS
%~ ENIB
%~ LAB-STICC_ENIB
%~ LAB-STICC
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%~ UNIV-BREST
%~ IMTA_SC
%~ LAB-STICC_IMTA_CID_TOMS
%~ LAB-STICC_IMTA_CACS_COM
%~ IMT-ATLANTIQUE
%~ LAB-STICC_IMTA
Communication dans un congrès
Et Tolba Mohamed, Naamane Fatima Ezzahra, Saoudi Samir
A cross-validation based semi-analytical performance evaluation for high order modulations
WINCOM 2016 : International Conference on Wireless Networks and Mobile Communications, Oct 2016, Fez, Morocco. IEEE, Proceedings WINCOM 2016 : International Conference on Wireless Networks and Mobile Communications, pp.140 - 145, 2016, 〈10.1109/WINCOM.2016.7777205〉
Bibtext :
@inproceedings{ettolba:hal-01487066,
TITLE = {{A cross-validation based semi-analytical performance evaluation for high order modulations}},
AUTHOR = {Et Tolba, Mohamed and Naamane, Fatima Ezzahra and Saoudi, Samir},
URL = {https://hal.archives-ouvertes.fr/hal-01487066},
BOOKTITLE = {{WINCOM 2016 : International Conference on Wireless Networks and Mobile Communications}},
ADDRESS = {Fez, Morocco},
HAL_LOCAL_REFERENCE = {17186},
PUBLISHER = {{IEEE}},
PAGES = {140 - 145},
YEAR = {2016},
MONTH = Oct,
DOI = {10.1109/WINCOM.2016.7777205},
KEYWORDS = {HOQAM ; Crossvalidation criterion ; Semi-analytical symbol error probability},
HAL_ID = {hal-01487066},
HAL_VERSION = {v1},
}
Endnote :
%0 Conference Proceedings
%T A cross-validation based semi-analytical performance evaluation for high order modulations
%+ Institut National de Postes et Télécommunications [Rabat] (INPT)
%+ École nationale supérieure d'informatique et d'analyse des systèmes (Université Mohammed V Rabat) (ENSIAS)
%+ Lab-STICC_TB_CACS_COM
%+ Département Signal et Communications (SC)
%A Et Tolba, Mohamed
%A Naamane, Fatima Ezzahra
%A Saoudi, Samir
%< avec comité de lecture
%Z 17186
%( Proceedings WINCOM 2016 : International Conference on Wireless Networks and Mobile Communications
%B WINCOM 2016 : International Conference on Wireless Networks and Mobile Communications
%C Fez, Morocco
%I IEEE
%P 140 - 145
%8 2016-10-26
%D 2016
%R 10.1109/WINCOM.2016.7777205
%K HOQAM
%K Crossvalidation criterion
%K Semi-analytical symbol error probability
%Z Engineering Sciences [physics]/Signal and Image processingConference papers
%X Higher order quadrature amplitude modulation (HOQAM) is one of the key technologies used in advanced mobile communication systems to achieve high data rates. However, in such systems, performance evaluation can be very complicated and time consuming due to the increase of constellation size. As a solution, a QAM scheme is seen as a combination of two pulse amplitude modulations (PAM). Nevertheless, the system remains complex especially with very high constellation sizes. Therefore, Monte-Carlo simulation method is impractical to obtain the expected system performance. In this paper, we propose a semi-analytical performance evaluation methodology for a PAM modulation. Our approach is based on the probability density estimation using kernel technique in joint application with crossvalidation (CV) criterion. We derive both semi-analytical symbol error probability (SEP) and semi-analytical bit error probability (BEP) for several modulation schemes. Simulation results show that, in terms of SEP and BEP metrics, our technique is accurate compared with theoretical error probabilities.
%G English
%L hal-01487066
%U https://hal.archives-ouvertes.fr/hal-01487066
%~ TELECOM-BRETAGNE
%~ INSTITUT-TELECOM
%~ CNRS
%~ UNIV-UBS
%~ LAB-STICC_ENIB
%~ ENIB
%~ LAB-STICC
%~ LAB-STICC_TB
%~ UNIV-BREST
%~ IMTA_SC
%~ LAB-STICC_IMTA_CACS_COM
%~ IMT-ATLANTIQUE
%~ LAB-STICC_IMTA
Communication dans un congrès
Poda Pasteur, Saoudi Samir, Chonavel Thierry, Guilloud Frédéric, Theodore Tapsoba
Kernel-based performance evaluation of coded QAM systems
CARI 2016 : 13th African Conference on Research in Computer Science and Applied Mathematics, Oct 2016, Tunis, Tunisia. Proceedings CARI 2016 : 13th African Conference on Research in Computer Science and Applied Mathematics, pp.182 - 191, 2016
Bibtext :
@inproceedings{poda:hal-01487063,
TITLE = {{Kernel-based performance evaluation of coded QAM systems}},
AUTHOR = {Poda, Pasteur and Saoudi, Samir and Chonavel, Thierry and Guilloud, Fr{\'e}d{\'e}ric and Theodore, Tapsoba},
URL = {https://hal.archives-ouvertes.fr/hal-01487063},
BOOKTITLE = {{CARI 2016 : 13th African Conference on Research in Computer Science and Applied Mathematics}},
ADDRESS = {Tunis, Tunisia},
HAL_LOCAL_REFERENCE = {17191},
PAGES = {182 - 191},
YEAR = {2016},
MONTH = Oct,
KEYWORDS = {Bit Error Rate ; Kernel estimator ; Monte Carlo methods ; Probability density function},
HAL_ID = {hal-01487063},
HAL_VERSION = {v1},
}
Endnote :
%0 Conference Proceedings
%T Kernel-based performance evaluation of coded QAM systems
%+ Lab-STICC_TB_CACS_COM
%+ Université Polytechnique Nazi Boni Bobo-Dioulasso (UNB)
%+ Département Signal et Communications (SC)
%+ Lab-STICC_TB_CID_TOMS
%A Poda, Pasteur
%A Saoudi, Samir
%A Chonavel, Thierry
%A Guilloud, Frédéric
%A Theodore, Tapsoba
%< avec comité de lecture
%Z 17191
%( Proceedings CARI 2016 : 13th African Conference on Research in Computer Science and Applied Mathematics
%B CARI 2016 : 13th African Conference on Research in Computer Science and Applied Mathematics
%C Tunis, Tunisia
%P 182 - 191
%8 2016-10-10
%D 2016
%K Bit Error Rate
%K Kernel estimator
%K Monte Carlo methods
%K Probability density function
%Z Engineering Sciences [physics]/Signal and Image processingConference papers
%X Kernel Bit Error Rate (BER) estimators are of recent interest for Monte Carlo sample size reduction. Until now, they mainly addressed binary modulation systems. In this paper, a kernelbased BER estimator is designed for coded M-ary Quadrature Amplitude Modulation (QAM) systems. The observations from which estimations are made are defined in the form of bounded soft bits. An Epanechnikov kernel function is selected and its smoothing parameter is derived based on the concept of canonical bandwidth. Simulations are run for 4-QAM and 16-QAM systems, involving additive white Gaussian noise and frequency-selective Rayleigh fading channels respectively. Simulation results show that the proposed estimator yields significative sample savings that grow with Eb/N0.
%G English
%L hal-01487063
%U https://hal.archives-ouvertes.fr/hal-01487063
%~ INSTITUT-TELECOM
%~ TELECOM-BRETAGNE
%~ CNRS
%~ UNIV-UBS
%~ ENIB
%~ LAB-STICC_ENIB
%~ LAB-STICC
%~ LAB-STICC_TB
%~ UNIV-BREST
%~ IMTA_SC
%~ LAB-STICC_IMTA_CID_TOMS
%~ LAB-STICC_IMTA_CACS_COM
%~ IMT-ATLANTIQUE
%~ LAB-STICC_IMTA
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