- Opportunistic and Delay-Tolerant Networks
- Mobile Ad Hoc Networks
- UAV Applications and Optimization
- Distributed Control Multi-Agent Systems
- Neural Networks and Applications
- Vehicular Ad Hoc Networks (VANETs)
- Traffic Prediction and Management Techniques
- Traffic control and management
National University of Malaysia
2019-2025
Flying Ad-Hoc Network (FANET) is a set of Unmanned Aerial Vehicles (UAVs) inter-connected wirelessly. FANETs self-organize and provide low-cost, adaptable, simple-to-implement flying nodes, enabling them to complete complicated tasks more quickly collectively. The high mobility nodes the highly dynamic topology pose challenges communication design, particularly when creating routing protocol for UAV networks; this has inspired researchers contribute develop technology. Hierarchical technique...
The field of intelligent transportation systems is rapidly evolving, with increasing focus on addressing traffic congestion, a pervasive problem in urban environments. This study contributes to this domain by enhancing prediction models. Traditional models often fall short accurately predicting flow, particularly dynamic settings. limitation necessitates the development more adaptive and accurate predictive manage congestion effectively. In environments, estimation at multi-intersection...
Unmanned aerial vehicles (UAVs) are receiving increasing attention due to their wide range of applications. Flying ad-hoc networks (FANETs) enable inter-communication between UAVs, but dynamics and fast changes in mobility topology make it challenging achieve stable routing. Clustering based FANETs provide a self-organizing approach for routing, clustering is decentralized process on different utilities that can affect performance. In this work, we propose centralized agent placed remote...
Vehicular Ad Hoc Networks (VANETs) have emerged as an exciting research and application area. Increasingly vehicles are being equipped with embedded sensors, processing wireless communication capabilities. This has opened major possibilities for powerful potential life-changing applications on safety, efficiency, comfort, public collaboration participation, while they the road. The high mobility of during road time is a very important issue to be studied used in VANETs design order...