College of Engineering: Recent submissions
Now showing items 3761-3780 of 8755
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Federated Learning and Autonomous UAVs for Hazardous Zone Detection and AQI Prediction in IoT Environment
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Air pollution monitoring, finding the hazardous zone, and future air quality predictions have recently become a significant issue for many researchers. With the adverse effect of low air quality on human health, it has ... -
Millimeter Wave MIMO-OFDM with Index Modulation: A Pareto Paradigm on Spectral- Energy Efficiency Trade-Off
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Multiple-input multiple-output orthogonal frequency division multiplexing with index modulation (MIMO-OFDM-IM) has recently received increased attention, due to the potential advantage to balance the trade-off between ... -
Hadoop Perfect File: A fast and memory-efficient metadata access archive file to face small files problem in HDFS
( Academic Press Inc. , 2021 , Article)HDFS faces several issues when it comes to handling a large number of small files. These issues are well addressed by archive systems, which combine small files into larger ones. They use index files to hold relevant ... -
Two-Way MR-Forest Based Growing Path Classification for Malignancy Estimation of Pulmonary Nodules
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)This paper proposes a two-way multi-ringed forest (TMR-Forest) to estimating the malignancy of the pulmonary nodules for false positive reduction (FPR). Based on our previous work of deep decision framework, named MR-Forest, ... -
Joint Resource Allocation and Trajectory Optimization with QoS in UAV-Based NOMA Wireless Networks
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Replacing base stations with unmanned aerial vehicles (UAVs) to serve the communication of ground users has attracted a lot of attention recently. In this paper, we study the joint resource allocation and UAV trajectory ... -
Improved Doppler Shift Estimation Algorithm for Down-Link Signals of Space-Based AIS
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)As an enhanced system for marine monitoring and autonomous navigation, the space-based automatic identification system (AIS) has attracted extensive attention and become a hot topic for research. However, it encounters the ... -
Disaster and Pandemic Management Using Machine Learning: A Survey
( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)This article provides a literature review of state-of-the-art machine learning (ML) algorithms for disaster and pandemic management. Most nations are concerned about disasters and pandemics, which, in general, are highly ... -
Guest Editorial: Aerial Computing: Drones for Multi-Access Edge Computing
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)The employment of multi-access edge computing (MEC) promotes the emergence of novel computation-intensive and time-sensitive applications at the network edge. Resource-limited devices can offload their computing tasks to ... -
A survey on 5G/6G, AI, and Robotics
( Elsevier Ltd , 2021 , Article)The development of various fields of computer is constantly improving people's lives. In recent years, the most obvious is the development of Artificial Intelligence (AI). Computer vision is applied to face recognition, ... -
A multiple-kernel clustering based intrusion detection scheme for 5G and IoT networks
( Springer Science and Business Media Deutschland GmbH , 2021 , Article)The 5G network provides higher bandwidth and lower latency for edge IoT devices to access the core business network. But at the same time, it also expands the attack surface of the core network, which makes the enterprise ... -
Intelligent cooperative health emergency response system in autonomous vehicles
( IEEE Computer Society , 2021 , Conference)Recent technological advances have reshaped many aspects of our lives, especially modern transportation systems. For instance, AI and B5G Networks have raised the level of automation as autonomous vehicles (AV) become ... -
A Hybrid Approach for Seamless and Interoperable Communication in the Internet of Things
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Reliable and resource-aware communication is a challenging task in Internet of Things (IoT) networks. In these networks, seamless and interoperable communication among member devices is a challenging task that becomes more ... -
Quantifying the impact of COVID–19 preventive measures on traffic in the State of Qatar
( Elsevier , 2021 , Article)Ever since the beginning of 2020, the mobility of people and goods all over the world has been extremely limited as a result of movement restrictions imposed by local authorities as part of several other efforts to stop ... -
Assessment of School Bus Assistant’s Safety Perspective in the State of Qatar
( Elsevier B.V. , 2022 , Conference)School Bus Assistants (SBA) are appointed to bridge the communication gap between students and drivers, and to ensure the safety of students on the school buses. The purpose of this study is to assess the safety procedures ... -
A Brief Survey and Implementation on Refinement for Intent-Driven Networking
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Intent-driven networking (IDN) is emerging because the traditional network is complicated and error-prone when configured. As the key step of IDN, intent refinement is an alternative approach to convert intents from ... -
Edge and fog computing for IoT: A survey on current research activities & future directions
( Elsevier B.V. , 2021 , Article Review)The Internet of Things (IoT) allows communication between devices, things, and any digital assets that send and receive data over a network without requiring interaction with a human. The main characteristic of IoT is the ... -
A Hybrid Deep Reinforcement Learning for Autonomous Vehicles Smart-Platooning
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)The development of Autonomous Vehicles (AVs) envisions the promising technology of future Intelligent Transportation Systems (ITS). However, the complex road structures and increased vehicles cause traffic congestion and ... -
TPPR: A Trust-Based and Privacy-Preserving Platoon Recommendation Scheme in VANET
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Vehicle platoon, a novel vehicle driving paradigm that organizes a group of vehicles in the nose-to-tail structure, has been considered as a potential solution to reduce traffic congestion and increase travel comfort. In ... -
Digital Twin for Intelligent Context-Aware IoT Healthcare Systems
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Since the emergence of digital and smart healthcare, the world has hastened to apply various technologies in this field to promote better health operation and patients' well being, increase life expectancy, and reduce ... -
Malicious mining code detection based on ensemble learning in cloud computing environment
( Elsevier B.V. , 2021 , Article)Hackers increasingly tend to abuse and nefariously use cloud services by injecting malicious mining code. This malicious code can be spread through infrastructures in the cloud platforms and pose a great threat to users ...
