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Amine Laourine

dblp:45/5432 · DBLP profile ↗
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18ranked-venue papers
12as first author
0since 2021 · last 2019
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Computer networks · 12 · 7 first-authorTheory of computation · 2 · 1 first-authorGraphics, computer vision, multimedia, augmented reality and games · 1 · 1 first-authorApplied, interdisciplinary, general and emerging computing · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Theoretical computer science
2 papers
Information theory · 74% Coding theory · 26%
Computer networks
4 papers
Physical-layer communications · 84% Network performance modeling · 11% Wireless networking · 5%

Topics — the 19 heaviest of 19, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Information theory
channel capacity
0.522019
Degradedness and Secrecy in Memoryless Queues · IEEE Trans. Inf. Theory 2019
The Degraded Poisson Wiretap Channel · IEEE Trans. Inf. Theory 2012
Information theory › information-theoretic security
secrecy capacity
0.522019
Degradedness and Secrecy in Memoryless Queues · IEEE Trans. Inf. Theory 2019
The Degraded Poisson Wiretap Channel · IEEE Trans. Inf. Theory 2012
Coding theory › channel coding
timing channel
0.412019
Degradedness and Secrecy in Memoryless Queues · IEEE Trans. Inf. Theory 2019
Physical-layer communications › information theory › capacity analysis
channel capacity
0.332012
The Inverse Gaussian Distribution in Wireless Channels: Second-Order Statistics and Channel Capacity · IEEE Trans. Commun. 2012
On the capacity of log-normal fading channels · IEEE Trans. Commun. 2009
On the performance analysis of composite multipath/shadowing channels using the G-distribution · IEEE Trans. Commun. 2009
Physical-layer communications
channel modeling
0.222009
On the capacity of log-normal fading channels · IEEE Trans. Commun. 2009
On the performance analysis of composite multipath/shadowing channels using the G-distribution · IEEE Trans. Commun. 2009
Physical-layer communications
fading channels
0.112012
The Inverse Gaussian Distribution in Wireless Channels: Second-Order Statistics and Channel Capacity · IEEE Trans. Commun. 2012
Coding theory
error-correcting codes
0.112012
The Degraded Poisson Wiretap Channel · IEEE Trans. Inf. Theory 2012
Information theory › communication channels › channel models › optical channel
poisson channel
0.112012
The Degraded Poisson Wiretap Channel · IEEE Trans. Inf. Theory 2012
Information theory › information-theoretic security
wiretap channel
0.112012
The Degraded Poisson Wiretap Channel · IEEE Trans. Inf. Theory 2012
Information theory › information-theoretic security
wiretap channel coding
0.112012
The Degraded Poisson Wiretap Channel · IEEE Trans. Inf. Theory 2012
Network performance modeling › queueing analysis
queueing models of computer systems
0.112010
Queuing Analysis in Multichannel Cognitive Spectrum Access: A Large Deviation Approach · INFOCOM 2010
Physical-layer communications › transmission design
adaptive transmission
0.112009
On the performance analysis of composite multipath/shadowing channels using the G-distribution · IEEE Trans. Commun. 2009
Physical-layer communications
diversity combining
0.112009
On the capacity of log-normal fading channels · IEEE Trans. Commun. 2009
Physical-layer communications › information theory › capacity analysis
ergodic capacity
0.112009
On the capacity of log-normal fading channels · IEEE Trans. Commun. 2009
Physical-layer communications
outage probability
0.112009
On the performance analysis of composite multipath/shadowing channels using the G-distribution · IEEE Trans. Commun. 2009
Physical-layer communications
free-space optical communication
0.012012
The Inverse Gaussian Distribution in Wireless Channels: Second-Order Statistics and Channel Capacity · IEEE Trans. Commun. 2012
Wireless networking
cognitive radio
0.012010
Queuing Analysis in Multichannel Cognitive Spectrum Access: A Large Deviation Approach · INFOCOM 2010
Network performance modeling › quality-of-service guarantees
effective bandwidth
0.012010
Queuing Analysis in Multichannel Cognitive Spectrum Access: A Large Deviation Approach · INFOCOM 2010
Wireless networking › cognitive radio
spectrum access
0.012010
Queuing Analysis in Multichannel Cognitive Spectrum Access: A Large Deviation Approach · INFOCOM 2010

Methods — techniques the papers use, named apart from their topics

stochastic modeling · 0.1second-order statistics · 0.1rate-equivocation region · 0.1minimum mean square error estimation · 0.1monte carlo simulation · 0.1large deviation theory · 0.1importance sampling · 0.1series truncation · 0.1moment generating function · 0.1moment analysis · 0.1inverse-gaussian shadowing · 0.1g-distribution · 0.1
YearPublicationVenuePosition
2019 Degradedness and Secrecy in Memoryless Queues
abstract
We study exponential-server timing channels, in which the transmitter encodes a message using a sequence of packet inter-arrival times and the receiver observes the corresponding inter-departure times from an exponential-server queue. We show that if the service rate of one such queue is faster than that of another, then the latter channel is stochastically degraded with respect to the former. This combined with Burke's theorem implies that the slower queue is more entropy increasing than the first. These facts put together provide a converse for the secrecy capacity of the wiretapped version of the channel, matching an earlier achievability result in the literature.
Aaron B. Wagner, Amine Laourine, Nadine Hussami
IEEE Trans. Inf. Theory2
2012 The Inverse Gaussian Distribution in Wireless Channels: Second-Order Statistics and Channel Capacity
abstract
In this paper, we introduce the Inverse Gaussian (IG) fading distribution to model the envelope and the power of the received signal in radio propagation fading channels and free-space optical (FSO) channels. The joint distribution of the IG process and its derivative and the marginal distribution of the derivative are developed. The obtained formulas are then used to derive the second-order statistics of the received signal envelope and the channel capacity under IG and Nakagami-IG (NIG) fading distributions. Numerical results sustaining our analysis are provided, and the impacts of various parameters on the system performance are investigated.
Imene Trigui, Amine Laourine, Sofiène Affes, Alex Stephenne
IEEE Trans. Commun.2
2012 The Degraded Poisson Wiretap Channel
abstract
Optical and near-optical band communication systems are known to be intrinsically more secure than comparable RF channels, due to their narrow beamwidths and, in some cases, their high atmospheric absorption. The use of coding against wiretapping for such channels is investigated. For the degraded Poisson wiretap channel model, the secrecy capacity is determined exactly. Moreover, a complete characterization of the rate-equivocation region is presented. For achievability, an optimal code is constructed explicitly by using a code designed by Wyner for the Poisson channel. The converse is proved in two ways: the first method leverages the low-SNR nature of the channel and relies only on simple properties of conditional expectation and classical information inequalities. The second method uses a link recently established between minimum mean square error estimation and mutual information over Poisson channels.
Amine Laourine, Aaron B. Wagner
IEEE Trans. Inf. Theory1
2010 Queuing Analysis in Multichannel Cognitive Spectrum Access: A Large Deviation Approach
abstract
The queueing performance of a (secondary) cognitive user is investigated for a hierarchical network where there are N independent and identical primary users. Each primary user employs a slotted transmission protocol, and its channel usage forms a two-state (busy, idle) discrete-time Markov chain. The cognitive user employs the optimal policy to select which channel to sense (and use if found idle) at each slot. In the framework of effective bandwidths, the stationary queue tail distribution of the cognitive user is estimated using a large deviation approach for which closed-form expressions are obtained when N = 2. Upper and lower bounds are obtained for the general N primary user network. For positively correlated primary transmissions, the bounds are shown to be asymptotically tight. Monte Carlo simulations using importance sampling techniques are used to validate the obtained large deviation estimates.
Amine Laourine, Lang Tong 0001
INFOCOM1
2010 Secrecy capacity of the degraded Poisson wiretap channel
abstract
Providing security guarantees for the information “traveling” through the air is of critical importance for today's applications. Previous research concentrated on studying this problem when the medium used for communication is radio frequency (RF) channels. However, providing security guarantees on RF channels is a complicated task as RF channels' conditions are prone to rapid variations due small scale fading and at a given moment it is difficult to predict which of the main or wiretapper's channel has a better quality. Wireless optical communication is inherently more secure than regular RF communication. Despite this fact, optical communication is not completely immune against wiretapping and signal interception. The purpose of this paper is to study the secrecy capacity of a direct detection optical communication system. For the degraded Poisson wiretap channel, we give a complete characterization of the secrecy capacity in terms of the system parameters.
Amine Laourine, Aaron B. Wagner
ISIT1
2010 Betting on Gilbert-Elliot channels
abstract
In this paper a communication system operating over a Gilbert-Elliot channel is studied. The goal of the transmitter is to maximize the number of successfully transmitted bits. This is achieved by choosing among three possible actions: (i) betting aggressively by using a weak code that allows transmission with a high data rate but provides no protection against a bad channel, ii) betting conservatively by using a strong code that perfectly protects the communication against a bad channel but does not allow a high data rate, iii) betting opportunistically by sensing the channel for a fixed duration and then deciding which code to use. The problem is formulated and solved using the theory of Markov decision processes (MDPs). It is shown that the optimal strategy has a simple threshold structure. Closed form expressions and simplified procedures for the computation of the threshold policies in terms of the system parameters are provided.
Amine Laourine, Lang Tong 0001
IEEE Trans. Wirel. Commun.1
2009 On the Performance of Cascaded Generalized K Fading Channels
abstract
A novel distribution referred to as N*generalized K, constructed as the product of N statistically independent, but not necessarily identically distributed, generalized K random variables (RVs) is introduced. Statistical characterization of the proposed distribution is carried out via the derivation of closed-form expressions for its moment generating, probability density, cumulative distribution and moment functions. Using the obtained formulas, we present new closed-form expressions for the outage probability, the bit error probability and the average channel capacity of a digital communication system operating over the N cascaded generalized K distributed channels.
Imene Trigui, Amine Laourine, Sofiène Affes, Alex Stephenne
GLOBECOM2
2009 Outage analysis of wireless systems over composite fading/shadowing channels with co-channel interference
abstract
This paper presents an outage analysis of wireless systems operating in gamma-shadowed Nakagami-faded environments where the desired signal also suffers from co-channel interference. The interfering signals are also subject to fading and shadowing. Based on the obtained signal to interference ratio (SIR) probability density function (pdf), closed- form expressions for the outage probability are obtained in both cases of statistically identical interferers and multiple interferers with different parameters. The effects on the aforementioned performance metric of the reuse distance and of the combined fading, shadowing and co-channel interference are analyzed subsequently. The newly derived closed-form expressions for the outage probability allow as to assess the effects of the different channel and interference parameters easily.
Imene Trigui, Amine Laourine, Sofiène Affes, Alex Stephenne
WCNC2
2009 On the performance analysis of composite multipath/shadowing channels using the G-distribution
abstract
Composite multipath fading/shadowing environments are frequently encountered in different realistic scenarios. These channels are generally modeled as a mixture of Nakagami-m multipath fading and log-normal shadowing. The resulting composite probability density function (pdf) is not available in closed form, thereby making the performance evaluation of communication links in these channels cumbersome. In this paper, we propose to model composite channels by the G-distribution. This pdf arises when the log-normal shadowing is substituted by the inverse-Gaussian one. This substitution will prove to be very accurate for several shadowing conditions. In this paper we conduct a performance evaluation of single-user communication systems operating in a composite channel. Our study starts by deriving an analytical expression for the outage probability. Then, we derive the moment generating function of the G-distribution, hence facilitating the calculation of average bit error probabilities. We also derive analytical expressions for the channel capacity for three adaptive transmission techniques, namely, i) optimal rate adaptation with constant power, ii) optimal power and rate adaptation, and iii) channel inversion with fixed rate.
Amine Laourine, Mohamed-Slim Alouini, Sofiène Affes, Alex Stephenne
IEEE Trans. Commun.1
2009 On the capacity of log-normal fading channels
abstract
In this letter we provide an analytical expression for the moments of the capacity for the log-normal fading channel. Since the developed expression involves infinite series, we show that the error that results from the truncation of these series is insignificant. We also analyze in more details the ergodic capacity by giving a simpler expression for the remainder of the truncated series. Relying on the fact that the sum of log-normal random variables (RV) is well approximated by another lognormal RV, we further utilize the obtained results to approximate the capacity of diversity combining techniques in correlated lognormal fading channels. The results that we provide in this letter are an important tool for measuring the performance of communication links in a log-normal environment.
Amine Laourine, Alex Stephenne, Sofiène Affes
IEEE Trans. Commun.1
2009 Performance analysis of mobile radio systems over composite fading/shadowing channels with co-located interference
abstract
This paper presents an analytical framework for performance evaluation of mobile radio systems operating in composite fading/shadowing channels in the presence of colocated co-channel interference. The desired user and the interferers are subject to Nakagami fading superimposed on gamma shadowing. The paper starts by presenting generic closed-form expressions for the signal-to-interference ratio (SIR) probability density function (pdf). From this pdf, closed-form expressions for the outage probability, the average bit error rate and the channel capacity are obtained in both cases of statistically identical interferers and multiple interferers with different parameters. The newly derived closed-form expressions of the aforementioned metrics allow us to easily assess the effects of the different channel and interference parameters. It turns out that the system performance metrics are predominantly affected by the fading parameters of the desired user, rather than by the fading parameters of the interferers.
Imene Trigui, Amine Laourine, Sofiène Affes, Alex Stephenne
IEEE Trans. Wirel. Commun.2
2008 Onthe Level Crossing Rate and Average Fade Duration of Composite Multipath/Shadowing Channels
abstract
In this paper, we consider composite multipath/shadowing fading channels characterized by Nakagami- m fading with inverse Gaussian shadowing, and Rice fading with inverse Gaussian shadowing. These channel models are very convenient for land mobile satellite systems and communications with low mobility or stationary users. From an analytical standpoint, one major advantage of these models is that they lead to closed-from expressions for the envelope probability density function (pdf) and the cumulative density function (CDF). Moreover, in this paper, we derive mathematically tractable new expressions for fundamental channel statistics such as the level crossing rate (LCR) and the average fade duration (AFD). Also, we validate our analytical results by providing several numerical examples showing the LCR and the AFD as a function of the Nakagami-m factor, Rice factor, and shadowing spread.
Imene Trigui, Amine Laourine, Sofiène Affes, Alex Stephenne
GLOBECOM2
2008 On the Performance Analysis of Composite Multipath/Shadowing Channels Using the G-Distribution
abstract
Composite multipath/shadowing fading environments are frequently encountered in different realistic scenarios. These channels are generally modeled as a mixture of Nakagami- m multipath fading and log-normal shadowing. The resulting composite probability density function (pdf) is unfortunately not in closed-form, thereby making the performance evaluation of communication links in these channels cumbersome. In this paper, we propose to model composite channels by the very general G-distribution. This pdf arises when the log-normal shadowing is substituted by the Inverse-Gaussian one. This substitution will prove to be very accurate for several shadowing conditions. In this paper we conduct an exhaustive performance evaluation of communication systems operating in these channels. Our study starts by deriving a closed-form expression for the outage probability. Then, we derive the moment generating function of the G-distribution, hence facilitating the calculation of average bit error probabilities. We also derive closed-form expressions for the channel capacity for three adaptive transmission techniques, namely, (i) optimal rate adaptation with constant power, (ii) optimal power and rate adaptation, and (iii) channel inversion with fixed rate. The different expressions that will be provided are of great importance in assessing the performance of communication systems in composite channels.
Amine Laourine, Mohamed-Slim Alouini, Sofiène Affes, Alex Stephenne
ICC1
2008 On the capacity of generalized-k fading channels
abstract
This letter investigates the capacity of generalized-k fading channels. This very general model describes accurately composite multipath/shaodwing fading channels which are widely encountered in real-world environments. We derive closed-form expressions for three adaptive transmission techniques, namely, i) optimal rate adaptation with constant power, ii) optimal power and rate adaptation, and iii) channel inversion with fixed rate. The analytical expressions obtained match perfectly the results obtained by computer simulations. These expressions provide a good tool to assess the spectral efficiency of the aforementioned adaptive transmission techniques over composite channels.
Amine Laourine, Mohamed-Slim Alouini, Sofiène Affes, Alex Stephenne
IEEE Trans. Wirel. Commun.1
2007 On the Capacity of Generalized-K Fading Channels
abstract
This paper investigates the capacity of generalized- K fading channels. This very general model describes accurately composite multipath/shadowing fading channels which are widely encountered in real-world environments. We derive closed-form expressions for three adaptive transmission techniques, namely, i) optimal rate adaptation with constant power, ii) optimal power and rate adaptation, and iii) channel inversion with fixed rate. The analytical expressions obtained match perfectly the results obtained by computer simulations. These expressions provide a good tool to assess the spectral efficiency of the aforementioned adaptive transmission techniques over composite channels.
Amine Laourine, Mohamed-Slim Alouini, Sofiène Affes, Alex Stephenne
GLOBECOM1
2007 Capacity of log-normal fading channels
abstract
This paper investigates the capacity of log-normal fading channels with receiver channel state information. We provide a closed-form expression for the ergodic capacity of the log-normal fading channel. Since the developed expression involves an infinite series, we show that the error that results from the truncation of this series is insignificant. Relying on the fact that the sum of log-normal Random Variables (RV) is well approximated by another log-normal RV, we further apply the obtained results to find the capacity of correlated log-normal fading channels with Maximum Ratio Combining and Equal Gain Combining. The analytical expressions obtained match perfectly the capacity given by simulations.
Amine Laourine, Alex Stephenne, Sofiène Affes
IWCMC1
2007 A New OFDM Synchronization Symbol for Carrier Frequency Offset Estimation
abstract
This letter proposes a new data-aided carrier frequency offset (CFO) estimation scheme for orthogonal frequency division multiplexing (OFDM) communications suitable for frequency-selective channels. The proposed method is based on the transmission of a specially designed synchronization symbol that generates a particular signal structure between the received observation samples at the receiver. This structure is exploited to derive a closed-form expression of the CFO. The proposed solution offers a wide acquisition range with reduced computational load. Simulations over frequency-selective channels confirm the superiority of the proposed method compared to recent data-aided synchronization algorithms
Amine Laourine, Alex Stephenne, Sofiène Affes
IEEE Signal Process. Lett.1
2006 Joint Carrier and Sampling Frequency Offset Estimation Based on Harmonic Retrieval
abstract
The performance of an OFDM system is highly sensitive to both carrier and sampling frequency offsets. This paper proposes a new joint carrier and sampling frequency offset estimation scheme for OFDM communications suitable for a frequency-selective fading channel. The joint carrier frequency offset (CFO) and sampling frequency offset (SFO) estimation in OFDM is reformulated and resolved as a harmonic retrieval problem. Accurate estimation can be reached even when only one OFDM symbol is used, hence making this method appropriate for offsets with a high level of variability in time. Extension to block processing is presented. Moreover the presented method proved to be robust against large CFO-SFO values, a claim that can not be made for other joint estimation techniques.
Amine Laourine, Alex Stephenne, Sofiène Affes
VTC Fall1