Browsing by Author "Guizani, M."
Now showing items 41-60 of 150
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Collaborative hierarchical caching and transcoding in edge network with CE-D2D communication
Baccour E.; Erbad A.; Mohamed A.; Guizani M.; Hamdi M. ( Academic Press , 2020 , Article)To support multimedia applications, Mobile Edge Computing (MEC) servers offer storage and computing capacities to handle videos close to end-users. However, the high load in peak hours consumes the limited available bandwidth ... -
Combating jamming attacks in multi-channel IoT networks using game theory
Guizani M.; Gouissem A.; Abualsaud K.; Yaacoub E.; Khattab T. ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)Jamming attacks are among the most widely used techniques to block and disturb legitimate communications. Several techniques are used in the literature to combat these attacks. However, most of them either require the ... -
Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data
Abdellatif A.A.; Mhaisen N.; Mohamed A.; Erbad A.; Guizani M.; Dawy Z.; Nasreddine W.... more authors ... less authors ( Elsevier B.V. , 2022 , Article)Federated Learning (FL) is a distributed learning methodology that allows multiple nodes to cooperatively train a deep learning model, without the need to share their local data. It is a promising solution for telemonitoring ... -
Comparative simulation for physical layer key generation methods
Saad A.; Mohamed A.; Elfouly T.M.; Khattab T.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2015 , Conference Paper)The paper cogitates about a comparative simulation for various distillation, reconciliation, and privacy amplification techniques that are used to generate secure symmetric physical layer keys. Elementary wireless model ... -
Conformal circular patch antenna array design for use in jet engines
Krishna, A.; Khattab, T.; Abdelaziz, A. F.; Guizani, M. ( Institute of Electrical and Electronics Engineers Inc. , 2015 , Conference Paper)A novel low profile two elements array of circular patch antenna is designed, analyzed and simulated for wireless sensor applications in extremly harsh environments like jet engines. The designed antenna is simulated using ... -
Conformal circular patch antenna array design for use in jet engines
Krishna, A.; Khattab, T.; Abdelaziz, A.F.; Guizani, M. ( Institute of Electrical and Electronics Engineers Inc. , 2015 , Conference Paper)A novel low profile two elements array of circular patch antenna is designed, analyzed and simulated for wireless sensor applications in extremly harsh environments like jet engines. The designed antenna is simulated using ... -
CPSLP: A Cloud-Based Scheme for Protecting Source Location Privacy in Wireless Sensor Networks Using Multi-Sinks
Han G.; Miao X.; Wang H.; Guizani M.; Zhang W. ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)Source location privacy is a major problem in wireless sensor networks (WSNs). WSNs are usually deployed in random areas with no protection. The source location reveals valuable information about targets. If an adversary ... -
Cross Layer NOMA Interference Mitigation for Femtocell Users in 5G Environment
Budhiraja I.; Tyagi S.; Tanwar S.; Kumar N.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)In this paper, we propose a joint channel allocation and power control algorithm by using cognitive radio non-orthogonal multiple access (CR-NOMA) for femtocell users (FUs). The aim is to maximize the sum rate of the FUs ... -
Deep neural network-aided Gaussian message passing detection for ultra-reliable low-latency communications
Guo J.; Song B.; Chi Y.; Jayasinghe L.; Yuen C.; Guan Y.L.; Du X.; Guizani M.... more authors ... less authors ( Elsevier B.V. , 2019 , Article)Ultra-reliable low-latency communications (URLLC) is a key technology in 5G supporting real-time multimedia services, which requires a low-cost signal recovery technology in the physical layer. A kind of well-known ... -
Deep Reinforcement Learning for Network Selection over Heterogeneous Health Systems
Chkirbene Z.; Abdellatif A.A.; Mohamed A.; Erbad A.; Guizani M. ( IEEE Computer Society , 2022 , Article)Smart health systems improve our quality oflife by integrating diverse information and technologies into health and medical practices. Such technologies can significantly improve the existing health services. However, ... -
Design Challenges of Multi-UAV Systems in Cyber-Physical Applications: A Comprehensive Survey and Future Directions
Shakeri R.; Al-Garadi M.A.; Badawy A.; Mohamed A.; Khattab T.; Al-Ali A.K.; Harras K.A.; Guizani M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)Unmanned aerial vehicles (UAVs) have recently rapidly grown to facilitate a wide range of innovative applications that can fundamentally change the way cyber-physical systems (CPSs) are designed. CPSs are a modern generation ... -
Detecting Promotion Attacks in the App Market Using Neural Networks
He D.; Hong K.; Cheng Y.; Tang Z.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)App markets play an important role in distributing various apps to mobile users. The app market vendors provide reputation systems to assist users in finding useful and reputable apps by ranking them. Unfortunately, there ... -
DistPrivacy: Privacy-Aware Distributed Deep Neural Networks in IoT surveillance systems
Baccour E.; Erbad A.; Mohamed A.; Hamdi M.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)With the emergence of smart cities, Internet of Things (IoT) devices as well as deep learning technologies have witnessed an increasing adoption. To support the requirements of such paradigm in terms of memory and computation, ... -
Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization
Jouhari M.; Al-Ali A.K.; Baccour E.; Mohamed A.; Erbad A.; Guizani M.; Hamdi M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Unmanned aerial vehicles (UAVs) have attracted great interest in the last few years owing to their ability to cover large areas and access difficult and hazardous target zones, which is not the case of traditional systems ... -
DTW based Authentication for Wireless Medical Device Security
Rathore H.; Al-Ali A.; Mohamed A.; Du X.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2018 , Conference Paper)Wireless medical devices play an important role in providing safety and privacy to patients suffering from major health issues. These light-weight devices can be worn inside or outside the patient's body and provide more ... -
EDGE AI for Heterogeneous and Massive IoT Networks
Chen S.; Gong P.; Wang B.; Anpalagan A.; Guizani M.; Yang C.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)By combining multiple sensing and wireless access technologies, the Internet of Things (IoT) shall exhibit features with large-scale, massive, and heterogeneous sensors and data. To integrate diverse radio access technologies, ... -
Editor's Note: Implementing IoT to Meet the Challenges of Smart Cities
Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)[No abstract available] -
Efficient spectrum availability information recovery for wideband dsa networks: A weighted compressive sampling approach
Khalfi B.; Hamdaoui B.; Guizani M.; Zorba N. ( Institute of Electrical and Electronics Engineers Inc. , 2018 , Article)There have recently been research efforts that leverage compressive sampling to enable wideband spectrum sensing recovery at sub-Nyquist rates. These efforts consider homogenous wideband spectrum, where all bands are assumed ... -
Energy-efficient networks selection based deep reinforcement learning for heterogeneous health systems
Chkirbene Z.; Mohamed A.; Erbad A.; Guizani M. ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)Smart health systems improve the existing health services by integrating information and technology into health and medical practices. However, smart healthcare systems are facing major challenges including limited network ... -
Evaluating Reputation Management Schemes of Internet of Vehicles Based on Evolutionary Game Theory
Tian Z.; Gao X.; Su S.; Qiu J.; Du X.; Guizani M.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)Conducting reputation management is very important for Internet of vehicles. However, most of the existing work evaluate the effectiveness of their schemes with settled attacking behaviors in their simulation, which cannot ...