Browsing by Author "Abbood, Zainab Ali"
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Automatic detection of vehicle congestion by using roadside unit
Abbood, Zainab Ali; Ilyas, Muhammad; Aydın, Çağatay; Mahmoud, Mahmoud Shuker; Abdulredha, Nida (2021)The presence of Roadside Units (RSUs) helps network loads to be expanded to the other nodes that have already been far away from frequent node exposure. We proposed in this work utilizing the mobile node to operate as a ... -
Enhancement of the performance of MANET using machine learning approach based on SDNs
Abbood, Zainab Ali; Atilla, Doğu Çağdaş; Aydın, Çağatay (Elsevier GmbH, 2023)Deep learning (DL) is a subdivision of machine learning (ML) that employs numerous algorithms, each of which provides various explanations of the data it consumes; mobile ad-hoc networks (MANET) are growing in prominence. ... -
Extending wireless sensor networks’ lifetimes using deep reinforcement learning in a software-defined network architecture
Shukr Mahmoud, Mahmoud; Bassem G., Al-saadi (Academic Platform Journal of Engineering and Science, 2021)Routing packets in a Wireless Sensor Network (WSN) is a challenging task, according to the limited resources available on the nodes of these networks, especially their energy sources. The use of Machine Learning (ML) ... -
A survey on intrusion detection system in ad hoc networks based on machine learning
Abbood, Zainab Ali; Atilla, Doğu Çağdaş; Aydın, Çağatay; Mahmoud, Mahmoud Shuker (IEEE, 2021)This advanced research survey aims to perform intrusion detection and routing in ad hoc networks in wireless MANET networks using machine learning techniques. The MANETs are composed of several ad-hoc nodes that ...
