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Dive into the research topics where Mustapha Benjillali is active.

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Featured researches published by Mustapha Benjillali.


IEEE Communications Letters | 2009

A simple detect-and-forward scheme in fading channels

Mustapha Benjillali; Leszek Szczecinski

In this letter, we introduce and analyze a detect-and-forward scheme for cooperative communications over fading channels based on the transmission of partial source-relay channel state information. The proposed scheme is simple to implement and its efficiency is demonstrated through constrained capacity calculation and throughput evaluation based on practical coding schemes.


IEEE Transactions on Wireless Communications | 2013

Performance Analysis of Underlay Cognitive Multihop Regenerative Relaying Systems with Multiple Primary Receivers

Amal Hyadi; Mustapha Benjillali; Mohamed-Slim Alouini; Daniel Benevides da Costa

Multihop relaying is an efficient strategy to improve the connectivity and extend the coverage area of secondary networks in underlay cognitive systems. In this work, we provide a comprehensive performance study of cognitive multihop regenerative relaying systems in an underlay spectrum sharing scenario with the presence of multiple primary receivers. Both interference power and peak power constraints are taken into account. In our analysis, all the links are subject to independent, non-identically distributed Nakagami-m fading. We derive closed-form expressions for the outage probability, high-order amount of fading, bit error rate, symbol error rate, and ergodic capacity. Different scenarios are presented to illustrate the obtained results and Monte Carlo simulations confirm the accuracy of our analytical derivations.


biennial symposium on communications | 2006

Probability Density Functions of Logarithmic Likelihood Ratios in Rectangular QAM

Mustapha Benjillali; Leszek Szczecinski; Sonia Aïssa

Closed-form expressions for the probability density function (PDF) of logarithmic likelihood ratios (LLR) in rectangular quadrature amplitude modulations are derived. Taking advantage of assumed Gray mapping, the problem is solved in one dimension corresponding to the real or imaginary part of the symbol. The results show that sought PDFs are linear combinations of truncated Gaussian functions. This simple result stands in contrast with often assumed Gaussian distribution for the LLRs. Histograms of LLRs obtained via simulations confirm our analysis


IEEE Transactions on Communications | 2010

Detect-and-forward in two-hop relay channels: a metrics-based analysis

Mustapha Benjillali; Leszek Szczecinski

In this paper, we analyze the coded performance of a cooperative system with multiple parallel relays using “Detect-and-Forward” (DetF) strategy where each relay demodulates the overheard signal and forwards the detected binary words. The proposed method is based on the probabilistic characterization of the reliability metrics given under the form of L-values. First, we derive analytical expressions of the probability density functions (PDFs) of the L-values in the elementary two-hop DetF relay channel with different source-relay channel state information assumptions. Then, we apply the obtained expressions to calculate the theoretically achievable rates and compare them with the practical throughput of a simulated turbo-coded transmission. Next, we derive tight approximations for the end-to-end coded bit error rate (BER) of a general cooperative scheme with multiple parallel relays. Simulation results demonstrate the accuracy of our derivations for different cooperation configurations and conditions.


international conference on communications | 2013

Best relay selection in cooperative spectrum sharing systems with multiple primary users

Francisco Rafael Vasconcelos Guimarães; Daniel Benevides da Costa; Mustapha Benjillali; Theodoros A. Tsiftsis; George K. Karagiannidis

Cooperative spectrum sharing systems (CSSSs) have recently received considerable attention from the wireless community due to their performance gains and spectrum utilization improvement when compared to traditional communication systems. Owing to this fact, we investigate the outage performance of CSSSs in the presence of multiple primary users (PUs). The secondary user (SU) network is composed by one source node, N decode-and-forward (DF) relays, and one destination. A best relay selection strategy is performed where the selected relay is that which maximizes the end-to-end signal-to-noise ratio (SNR) and, simultaneously, satisfies the interference constraint imposed by the MPU receivers. The communication between the SU source and SU destination is carried out through the help of one out of N DF relays and also via direct link. Afterwards, the SU destination selects the best path between the direct and the relaying path by using selection combining technique. A closed-form expression for the outage probability (OP) is derived, and an asymptotic analysis is carried out which reveals that the diversity order of the considered system equals N +1, showing that it is not affected neither by the number of PU receivers nor by the interference threshold. The presented analytical expressions are corroborated by means of Monte Carlo simulations and insightful discussions are provided.


IEEE Transactions on Communications | 2015

Outage Minimization via Power Adaptation and Allocation in Truncated Hybrid ARQ

Mohammed Jabi; Leszek Szczecinski; Mustapha Benjillali; Fabrice Labeau

In this work, we analyze hybrid ARQ (HARQ) transmission over the independent block fading channel. We consider two scenarios with respect to the message sent by the receiver via the feedback channel: i) “conventional”, one-bit feedback used to inform the transmitter about the decoding success/failure (ACK/NACK), and ii) the multi-bit feedback message, where on top of ACK/NACK, the transmitter is provided with additional information about the state of the receiver. To minimize the outage probability under long-term average and peak power constraints, we cast the problems into the dynamic programming (DP) framework and solve them for Nakagami-m fading channels. An approximate, closed-form solution for the high signal-to-noise ratio (SNR) regime is proposed using geometric programming (GP). The obtained results quantify the advantage of the multi-bit feedback over the conventional one-bit approach, and show that the power optimization can provide significant gains over conventional power-constant HARQ transmissions even in the presence of peak-power constraints.


IEEE Communications Letters | 2016

Performance Analysis of Project-and-Forward Relaying in Mixed MIMO-Pinhole and Rayleigh Dual-Hop Channel

Hatim Chergui; Mustapha Benjillali; Samir Saoudi

In this letter, we present an end-to-end performance analysis of dual-hop project-and-forward relaying in a realistic scenario, where the source-relay and the relay-destination links are experiencing MIMO-pinhole and Rayleigh channel conditions, respectively. We derive the probability density function of both the relay postprocessing and the end-to-end signal-to-noise ratios, and the obtained expressions are used to derive the outage probability of the analyzed system as well as its end-to-end ergodic capacity in terms of generalized functions. Applying then the residue theory to Mellin-Barnes integrals, we infer the system asymptotic behavior for different channel parameters. As the bivariate Meijer-G function is involved in the analysis, we propose a new and fast MATLAB implementation enabling an automated definition of the complex integration contour. Extensive Monte-Carlo simulations are invoked to corroborate the analytical results.


IEEE Communications Letters | 2012

Accurate Outage Approximation of MRC Receivers in Arbitrarily Fading Channels

Mohammed Jabi; Leszek Szczecinski; Mustapha Benjillali

We propose a simple and accurate approximation of the outage probability at the output of L-branch diversity combining receivers with arbitrarily fading channels. The method is based on the saddlepoint approximation, which only requires the knowledge of the moment generating functions of the signal-to-noise ratio at the output of each diversity branch. In many particular cases of practical interest, the outage approximation is obtained in closed-form expressions. Numerical results illustrate the accuracy of the proposed method for practical outage values in a variety of fading scenarios.


IEEE Transactions on Communications | 2016

Energy Efficiency of Adaptive HARQ

Mohammed Jabi; Mustapha Benjillali; Leszek Szczecinski; Fabrice Labeau

In this work, various channel coding schemes that can be used in hybrid automatic repeat request (HARQ) transmission protocols are investigated from an energy efficiency point of view. Conventional HARQ, where only one bit is used to inform the transmitter about the decoding success or failure, is compared to adaptive HARQ where the transmitter adapts either the length or the transmit power of the codewords using outdated channel state information (i.e., experienced by the receiver during the past transmissions). Describing the problems within a Markov decision process framework, we find optimal adaptation policies for both persistent (unlimited number of transmission) and truncated HARQ protocols. Numerical examples obtained in a Rayleigh block fading channel show that, in terms of energy efficiency, the adaptation of the codewords length provides notable gains over power adaptation and conventional HARQ.


IEEE Transactions on Vehicular Technology | 2013

Partner Cooperation With Decode-and-Forward: Closed-Form Outage Analysis and Comparison

Mustapha Benjillali; Mohamed-Slim Alouini

In this paper, we investigate the outage performance of “partner cooperation” based on opportunistic Decode-and-Forward with constrained partial selection and reactive relaying strategies in dual-hop cooperative Nakagami-m fading links. The source/destination, which is based on the unique knowledge of local channel state information, selects the best relay to increase the chances of cooperation in both uplink and downlink communications when the direct link is also available. After deriving new expressions for the cumulative distribution functions of the variables of interest, the outage probability of the system is obtained in closed-form. We also derive the ε-outage capacity in different particular cases, and the obtained results-when the channel model is reduced to a Rayleigh fading-either are new or correspond to those previously obtained in other works. Simulation results confirm the accuracy of our analysis for a large selection of system and fading parameters and provide a new insight into the design and optimization of cooperative configurations.

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Leszek Szczecinski

Institut national de la recherche scientifique

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Mohamed-Slim Alouini

King Abdullah University of Science and Technology

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Amal Hyadi

King Abdullah University of Science and Technology

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Redouane Sassioui

Institut national de la recherche scientifique

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Sonia Aïssa

Institut national de la recherche scientifique

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Etienne Pierre-Doray

École Polytechnique de Montréal

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