Abdulla Juwaied

Analysis and comparison of two selected machine learning algorithms for enhancing wireless sensor network protocols

Abdulla Juwaied, Lidia Jackowska-Strumillo

Intelligence-Driven Leader Selection in PEGASIS: A Data-Driven Machine Learning Framework for Sustainable and Secure Wireless Sensor Networks

Abdulla Juwaied, Andrzej Romanowski

Energy-efficient routing is critical for extending the operational lifespan of wireless sensor networks (WSNs). While the Power-Efficient Gathering in Sensor Information Systems (PEGASIS) protocol achieves high efficiency through chain-based data aggregation, its standard round-r…Read more

Applying Machine Learning to DEEC Protocol: Improved Cluster Formation in Wireless Sensor Networks

Abdulla Juwaied, Lidia Jackowska-Strumillo

Wireless Sensor Networks (WSNs) are specialised ad hoc networks composed of small, low-power, and often battery-operated sensor nodes with various sensors and wireless communication capabilities. These nodes collaborate to monitor and collect data from the physical environment, t…Read more