26 citations · 40 across the 11 of their papers we have counts for
15 papers
Fast Design Space Exploration of Nonlinear Systems: Part II
Prerit Terway, Kenza Hamidouche, Niraj K. Jha
Nonlinear system design is often a multi-objective optimization problem involving search for a design that satisfies a number of predefined constraints. The design space is typical…
DISPATCH: Design Space Exploration of Cyber-Physical Systems
Prerit Terway, Kenza Hamidouche, Niraj K. Jha
Design of cyber-physical systems (CPSs) is a challenging task that involves searching over a large search space of various CPS configurations and possible values of components comp…
Policy Optimization for Linear-Quadratic Zero-Sum Mean-Field Type Games
René Carmona, Kenza Hamidouche, Mathieu Laurière +1
In this paper, zero-sum mean-field type games (ZSMFTG) with linear dynamics and quadratic utility are studied under infinite-horizon discounted utility function. ZSMFTG are a class…
Linear-Quadratic Zero-Sum Mean-Field Type Games: Optimality Conditions and Policy Optimization
René Carmona, Kenza Hamidouche, Mathieu Laurière +1
In this paper, zero-sum mean-field type games (ZSMFTG) with linear dynamics and quadratic cost are studied under infinite-horizon discounted utility function. ZSMFTG are a class of…
CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors and Efficient Neural Networks
Shayan Hassantabar, Novati Stefano, Vishweshwar Ghanakota +6
The novel coronavirus (SARS-CoV-2) has led to a pandemic. The current testing regime based on Reverse Transcription-Polymerase Chain Reaction for SARS-CoV-2 has been unable to keep…
Learning-based Resource Optimization in Ultra Reliable Low Latency HetNets
Mohammad Yousefvand, Kenza Hamidouche, Narayan B. Mandayam
In this paper, the problems of user offloading and resource optimization are jointly addressed to support ultra-reliable and low latency communications (URLLC) in HetNets. In parti…
How Secure are Multicarrier Communication Systems Against Signal Exploitation Attacks?
Alireza Nooraiepour, Kenza Hamidouche, Waheed U. Bajwa +1
In this paper, robustness of non-contiguous orthogonal frequency division multiplexing (NC-OFDM) transmissions is investigated and contrasted to OFDM transmissions for fending off…
Collaborative Artificial Intelligence (AI) for User-Cell association in Ultra-Dense Cellular Systems
Kenza Hamidouche, Ali Taleb Zadeh Kasgari, Walid Saad +2
In this paper, the problem of cell association between small base stations (SBSs) and users in dense wireless networks is studied using artificial intelligence (AI) techniques. The…
Contract-based Incentive Mechanism for LTE over Unlicensed Channels
Kenza Hamidouche, Walid Saad, Méroaune Debbah +2
In this paper, a novel economic approach, based on the framework of contract theory, is proposed for providing incentives for LTE over unlicensed channels (LTE-U) in cellular-netwo…
The 5G Cellular Backhaul Management Dilemma: To Cache or to Serve
Kenza Hamidouche, Walid Saad, Mérouane Debbah +2
With the introduction of caching capabilities into small cell networks (SCNs), new backaul management mechanisms need to be developed to prevent the predicted files that are downlo…
A Stackelberg Game for Incentive Proactive Caching Mechanisms in Wireless Networks
Fei Shen, Kenza Hamidouche, Ejder Baştuğ +1
In this paper, an incentive proactive cache mechanism in cache-enabled small cell networks (SCNs) is proposed, in order to motivate the content providers (CPs) to participate in th…
Breaking the Economic Barrier of Caching in Cellular Networks: Incentives and Contracts
Kenza Hamidouche, Walid Saad, Mérouane Debbah
In this paper, a novel approach for providing incentives for caching in small cell networks (SCNs) is proposed based on the economics framework of contract theory. In this model, a…
A Multi-Game Framework for Harmonized LTE-U and WiFi Coexistence over Unlicensed Bands
Kenza Hamidouche, Walid Saad, Mérouane Debbah
The introduction of LTE over unlicensed bands (LTE-U) will enable LTE base stations (BSs) to boost their capacity and offload their traffic by exploiting the underused unlicensed b…
Mean-Field Games for Distributed Caching in Ultra-Dense Small Cell Networks
Kenza Hamidouche, Walid Saad, Mérouane Debbah +1
In this paper, the problem of distributed caching in dense wireless small cell networks (SCNs) is studied using mean field games (MFGs). In the considered SCN, small base stations…
Many-to-Many Matching Games for Proactive Social-Caching in Wireless Small Cell Networks
Kenza Hamidouche, Walid Saad, Mérouane Debbah
In this paper, we address the caching problem in small cell networks from a game theoretic point of view. In particular, we formulate the caching problem as a many-to-many matching…