SRI - Center for Uncertainty Quantification in Computational Science & Engineering

Mean field stochastic games for sinr-based medium access control
**Authors:**
H. Tembine, P. Vilanova, Mohamad Assaad, M. Debbah

Conference Proceedings
**Year:**
2011

- Mean field stochastic games
- SINR

Mean field interaction in biochemical reaction networks
**Authors:**
H. Tembine, R. Tempone, P. Vilanova

Conference Proceedings
**Year:**
2011

- Mean field interaction
- reaction networks

Mean field games for cognitive radio networks
**Authors:**
H. Tembine, R. Tempone, P. Vilanova

Conference Proceedings
**Year:**
2012

- Mean field games
- cognitive radio networks

Cloud Networking Mean Field Games
**Authors:**
Ahmed Farhan Hanif, Hamidou Tembine, Mohamad Assaad, Djamal Zeghlache

Conference Proceedings
**Year:**
2012

- cloud networks
- Mean field games
- mean field learning
- capacity sharing

Random matrix games in wireless networks
**Authors:**
M. Khan, H. Tembine

Conference Proceedings
**Year:**
2012

- random marix games
- robust games
- CODIPAS learning

Cooperative decoding in femtocell networks: Performance-complexity tradeoff
**Authors:**
Fatma Benkhelifa, Zouheir Rezki, Mohamed-Slim Alouini

Conference Proceedings
**Year:**
2012

- Indoor coverage
- Femtocells
- CDMA
- Interference Cancellation (IC)
- Cooperative decoding

Quantifying uncertainty of ion chemistry in premixed methane-air flames
**Authors:**
F. Rizzi, M. El Morsli, F. Bisetti, O.M. Knio

Conference Proceedings
**Year:**
2013

- Uncertainty Quantification

Impact of I/Q imbalance on the performance of two-way CSI-assisted AF relaying
**Authors:**
Jian Qi, Sonia Aissaz, Mohamed-Slim Alouini

Conference Proceedings
**Year:**
2013

- Uncertainty Quantification

Multi-hop amplify-and-forward relaying cooperation in the presence of I/Q imbalance
**Authors:**
Jian Qi, Sonia Aissaz, Mohamed-Slim Alouini

Conference Proceedings
**Year:**
2013

- Uncertainty Quantification

Multi-pair cognitive two-way relaying and power allocation under imperfect CSI
**Authors:**
P Ubaidulla, Mohamed-Slim Alouini, Sonia Aissaz

Conference Proceedings
**Year:**
2013

- convex optimization
- Cognitive radio

Cognitive relaying and power allocation under channel state uncertainties
**Authors:**
P Ubaidulla, Mohamed-Slim Alouini, Sonia Aissaz

Conference Proceedings
**Year:**
2013

- Cognitive radio
- convex optimization

Capacity of Spectrum Sharing Cognitive Radio Systems over Nakagami Fading Channels at Low SNR
**Authors:**
Lokman Sboui, Zouheir Rezki, Mohamed-Slim Alouini

Conference Proceedings
**Year:**
2013

- underlay cognitive radio
- Ergodic capacity
- Spectrum sharing
- low SNR
- Nakagami fading
- Interference and Power constraints.

Evolutionary Coalitional Games for Random Access Control
**Authors:**
Xin Luo, Hamidou Tembine

Conference Proceedings
**Year:**
2013

- evolutionary coalitional games
- coalitional CODIPAS learning
- group-formation
- evolutionarily stable coalitional structure

Overlay cognitive radio systems with adaptive two-way relaying
**Authors:**
A. Hyadi, E. Driouch, W. Ajib, M. Alouini

Conference Proceedings
**Year:**
2013

- two-way relaying
- Overlay Cognitive Network
- Outage Probability
- Power Allocation
- Adaptive Relaying

Performance analysis of cognitive multihop relaying with M-QAM detect-and-forward in Nakagami-m fading channels
**Authors:**
M. Ben Jillali, A. Hyadi, D. B. Da Costa, M. Alouini

Conference Proceedings
**Year:**
2013

- Multihop Regenerative Relaying
- Spectrum sharing
- Nakagami-𝑚 fading Channels.
- 𝑀-QAM

Performance of Green LTE networks powered by the smart grid with time varying user density
**Authors:**
H. Ghazzai, Elias Yaacoub, M. Alouini, A. Abu-Dayya

Conference Proceedings
**Year:**
2013

- Green communication
- procurement model
- energy saving
- sleeping strategy
- smart grid

A Genetic Algorithm for Multiple Relay Selection in Two-Way Relaying Cognitive Radio Networks
**Authors:**
A. M. Sharoa, H. Ghazzai, M. Alouini

Conference Proceedings
**Year:**
2013

- Cooperative cognitive radio network
- two-way relaying
- genetic algorithm

Exact Symbol Error Probability of Square M-QAM Signaling over Generalized Fading Channels subject to Additive Generalized Gaussian Noise
**Authors:**
Hamza Soury, Ferkan Yilmaz, Mohamed-Slim Alouini

Conference Proceedings
**Year:**
2013

- Symbol error probability
- quadrature amplitude modulation,
- additive generalized Gaussian noise
- generalized Gaussian Q-function
- Laplacian noise
- generalized composite fading channels
- extended generalized-K fading,
- generalized-K fading

On the capacity of multiple access and broadcast fading channels with full channel state information at low power regime
**Authors:**
Z. Rezki, M. Alouini

Conference Proceedings
**Year:**
2013

- Multi-access
- broadcast
- Ergodic capacity
- capacity region
- low SNR
- low power
- fading channel
- on-off signaling

Effective capacity of Nakagami-m fading channels with full channel state information in the low power regime
**Authors:**
Fatma Benkhelifa, Zouheir Rezki, Mohamed-Slim Alouini

Conference Proceedings
**Year:**
2013

- E ffective capacity
- Nakagami-m
- QoS
- on-o ff scheme
- low SNR

Improving the Throughput of Cognitive Radio Networks Using the Broadcast Approach
**Authors:**
Lokman Sboui, Zouheir Rezki, Mohamed-Slim Alouini

Conference Proceedings
**Year:**
2013

- underlay cognitive radio
- Achievable Rate
- broadcast approach
- quantized CSI
- fading channels.

Delay reduction in lossy intermittent feedback for generalized instantly decodable network coding
**Authors:**
Ahmed Douik,, Sameh Sorour, Mohamed-Slim Alouini, Tareq Al-Naffouri

Conference Proceedings
**Year:**
2013

- Multicast Channels
- Lossy Intermittent Feedback,
- Minimum Decoding Delay
- Maximum Weight Clique Problem

Efficient incremental relaying
**Authors:**
Muhammad Mehboob Fareed, Mohamed-Slim Alouini

Conference Proceedings
**Year:**
2013

- Wireless relays
- Spectral Efficiency

Mean-Field Learning for Satisfactory Solutions
**Authors:**
H. Tembine, R. Tempone, P. Vilanova

Conference Proceedings
**Year:**
2013

- mean field learning
- satisfactory solution
- speedup learning
- convergence time

Electromagnetic scattering of a vector Bessel beam in the presence of an impedance cone
**Authors:**
M. A. Salem, H. Bagci

Conference Proceedings
**Year:**
2013

- Electromagnetic scattering of a vector Bessel beam in the presence of an impedance cone

Quasi-exact evaluation of time domain MFIE MOT matrix elements.
**Authors:**
Y. Shi, H. Bagci, M. Lu, B. Shanker, E. Michielssen

Conference Proceedings
**Year:**
2013

- Quasi-exact evaluation of time domain MFIE MOT matrix elements

On spurious resonant modes in the MOT solution of time domain EFIE.
**Authors:**
Y. Shi, H. Bagci, M. Lu

Conference Proceedings
**Year:**
2013

- On spurious resonant modes in the MOT solution of time domain EFIE

Explicit solution of Calderon preconditioned time domain integral equations.
**Authors:**
H. A. Ulku, H. Bagci, E. Michielssen

Conference Proceedings
**Year:**
2013

- Explicit solution of Calderon preconditioned time domain integral equations

Exact absorbing boundary conditions for numerical modeling of 3-D diffraction gratings.
**Authors:**
K. Sirenko,, Y. Sirenko, H. Bagci

Conference Proceedings
**Year:**
2013

- Exact absorbing boundary conditions for numerical modeling of 3-D diffraction gratings

Explicit marching on-in-time solution of the mixed-discretized time domain magnetic field integral equation at low frequencies.
**Authors:**
H. A. Ulku, H. Bagci

Conference Proceedings
**Year:**
2013

- Explicit marching on-in-time solution of the mixed-discretized time domain magnetic field integral equation at low frequencies

Stability analysis of predictor-corrector based quasi-explicit MOT-TDIE solvers.
**Authors:**
H. A. Ulku, H. Bagci

Conference Proceedings
**Year:**
2013

- Stability analysis of predictor-corrector based quasi-explicit MOT-TDIE solvers

A stable and explicit MOT solver for the time domain volume electric field integral equation.
**Authors:**
S. Bin Sayed, H. A. Ulku, H. Bagci

Conference Proceedings
**Year:**
2013

- A stable and explicit MOT solver for the time domain volume electric field integral equation

A PMCHWT surface integral equation solver for analyzing transient plasmonic interactions.
**Authors:**
I. E. Uysal, H. A. Ulku, H. Bagci

Conference Proceedings
**Year:**
2013

- A PMCHWT surface integral equation solver for analyzing transient plasmonic interactions

A fast-multipole domain decomposition integral equation solver for characterizing electromagnetic wave propagation in mine environments.
**Authors:**
A. C. Yucel, Y. Liu, H. Bagci

Conference Proceedings
**Year:**
2013

- A fast-multipole domain decomposition integral equation solver for characterizing electromagnetic wave propagation in mine environments

Robust linear quadratic mean-field games in crowd-seeking social networks
**Authors:**
H. Tembine, D. Bauso, T. Basar

Conference Proceedings
**Year:**
2013

- Crowd-seeking social networks
- robust mean-field games

Achievable Rate of Cognitive Radio Spectrum Sharing MIMO Channel with Space Alignment and Interference Temperature Precoding
**Authors:**
Lokman Sboui, Hakim Ghazzai, Zouheir Rezki, Mohamed-Slim Alouini

Conference Proceedings
**Year:**
2013

- Achievable Rate
- underlay cognitive radio
- Spectrum sharing
- Space alignment Interference Alignment
- successive interference cancellation

A projection method for under determined optimal experimental designs
**Authors:**
Q. Long, M. Scavino, R. Tempone, S. Wang

Conference Proceedings
**Year:**
2013

- A projection method for under determined optimal experimental designs

The Capacity of the Cascaded Fading Channel in the Low Power Regime
**Authors:**
F. Benkhelifa, Zouheir Rezki, M. Alouini

Conference Proceedings
**Year:**
2014

- Cascaded fading channel
- Ergodic capacity
- low SNR
- RF
- FSO
- Rayleigh-Product fading
- Gamma-Gamma distribution

Demand response scheme based on lottery-like rebates
**Authors:**
Galina Schwartz, Hamidou Tembine, Saurabh Amin, Shankar Sastry

Conference Proceedings
**Year:**
2014

- Demand response
- lottery

Tutorial on mean-field type games
**Authors:**
H. Tembine

Conference Proceedings
**Year:**
2014

- mean field type games

Cooperative Mean-Field Type Games
**Authors:**
Abdoul Karim Cisse, Hamidou Tembine

Conference Proceedings
**Year:**
2014

- cooperation
- mean field type games

Nonasymptotic Mean-Field Games
**Authors:**
H. Tembine

Conference Proceedings
**Year:**
2014

- Nonasymptotic Mean-Field Games

Fast Distributed Strategic Learning for Global Optima in Queueing Access Games
**Authors:**
H. Tembine

Conference Proceedings
**Year:**
2014

- Fast Distributed Strategic Learning
- Global Optima
- Queueing Access Games

A variational Multi-Scale method with spectral approximation of the sub-scales
**Authors:**
Tomas Rebollo Chacon, Ben Mansour Dia

Conference Proceedings
**Year:**
2014

- Multiscale Method
- Galerkin Method
- Stabilization

On the Throughput of a Relay-Assisted Cognitive Radio MIMO Channel with Space Alignment
**Authors:**
Lokman Sboui, Hakim Ghazzai, Zouheir Rezki, Mohamed-Slim Alouini

Conference Proceedings
**Year:**
2014

- MIMO space alignment
- underlay cognitive radio
- successive interference cancellation
- amplify-and-forward relay

A generalized finite difference scheme for the 2-D shallow water equations
**Authors:**
Ben M. Dia, Leon M. S. Tine, Ababacar Diagne

Conference Proceedings
**Year:**
2014

- Finite difference
- Shallow water equations
- Stability analysis

Solution to a Riemann Problem at the Junction of Two Reaches
**Authors:**
M. S. Goudiaby, M. L. Diagne, Ben M. Dia

Conference Proceedings
**Year:**
2014

- Riemann problem
- Saint-Venant equations
- hyperbolic systems
- open canal network

On the low SNR capacity of log-normal turbulence channels with full CSI
**Authors:**
F. Benkhelifa, Z. Rezki, M. Alouini

Conference Proceedings
**Year:**
2014

- Channel Capacity
- Full CSI
- Log-Normal Turbulence
- low SNR
- on-off signaling

On the Secrecy Capacity of the MISO Wiretap Channel under Imperfect Channel Estimation
**Authors:**
Z. Rezki, Basel Alomair, M. Alouini

Conference Proceedings
**Year:**
2014

- Secrecy capacity
- imperfect channel estimation
- on-off signaling
- multiple antennas
- artificial noise
- beamforming

On the Secrecy Capacity of the Broadcast Wiretap Channel with Imperfect Channel State Information
**Authors:**
A. Hyadi, Z. Rezki, A. Khisti, M. Alouini

Conference Proceedings
**Year:**
2014

- On the Secrecy Capacity of the Broadcast Wiretap Channel with Imperfect Channel State Information

On Energy Efficient Power Allocation for Power-Constrained Systems
**Authors:**
L. Sboui, Z. Rezki, M. Alouini

Conference Proceedings
**Year:**
2014

- On Energy Efficient Power Allocation for Power-Constrained Systems

Energy Efficiency and SINR Maximization Beamformers for Cognitive Radio Utilizing Sensing Information
**Authors:**
A. Alabbasi, Z. Rezki, B. Shihada

Conference Proceedings
**Year:**
2014

- Cognitive radio
- MIMO
- beamforming
- Energy efficiency
- Resource allocation
- Spectrum sensing
- Spectrum sharing

On the Low SNR Capacity of MIMO Fading Channels with Imperfect Channel State Information
**Authors:**
F. Benkhelifa, Z. Rezki, M. Alouini

Conference Proceedings
**Year:**
2014

- CSI-R
- CSI-T
- Ergodic capacity
- MIMO
- Rayleigh fading channel
- Rician fading channel
- channel estimation
- low SNR

Energy efficient scheme for cognitive radios utilizing soft sensing
**Authors:**
A. Alabbasi, Z. Rezki, B. Shihada

Conference Proceedings
**Year:**
2014

- Energy efficiency
- Resource allocation
- Spectrum sensing
- Spectrum sharing

Comparison of Clenshaw–Curtis and Leja quasi-optimal sparse grids for the approximation of random PDEs
**Authors:**
F. Nobile, L. Tamellini, R. Tempone

Conference Proceedings
**Year:**
2015

- Uncertainty Quantification
- PDEs with random data
- linear elliptic equations
- Stochastic Collocation methods
- Sparse grids approximation
- Leja points
- Clenshaw–Curtis points

Delay-Limited Capacity of Fading Multiple Access and Broadcast Channels in the Low Power Regime
**Authors:**
Z. Rezki, M. Alouini

Conference Proceedings
**Year:**
2015

- Delay-Limited Capacity of Fading Multiple Access and Broadcast Channels in the Low Power Regime

On Achievable Rate of Two-Way Relaying Cognitive Radio with Space Alignment
**Authors:**
L. Sboui, H. Ghazzai, Z. Rezki, M. Alouini

Conference Proceedings
**Year:**
2015

- On Achievable Rate of Two-Way Relaying Cognitive Radio with Space Alignment

An Efficient Simulation Scheme of the Outage Probability with Co-Channel Interference
**Authors:**
Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raul Tempone

Conference Proceedings
**Year:**
2015

- Outage Probability
- sum of correlated Lognormal
- Importance Sampling
- computational gain
- naive Monte Carlo simulations

Secret-key Agreement over Spatially Correlated Fast-Fading Multiple-Antenna Channels with Public Discussion
**Authors:**
Marwen Zorgui, Zouheir Rezki, Basel Alomair, Mohamed-Slim Alouini

Conference Proceedings
**Year:**
2015

- Secret-key agreement
- MIMO systems
- optimal signaling
- correlation
- beamforming
- high power regime