Internet of Things (IoT) Platform Implementation

• IoT-based Edge Computing Protocol Design and Implementation

• AI-based Edge Computing Algorithms 

• Low Power MAC and Routing Protocol Design

• In Network Processing 

• Task Offloading in 3-D Environments

UAV Flying Ad-hoc Network (FANET) 

• UAV Group Communication and Autonomous Networking

• UAV-based Sensing Architecture and Path Planning 

AI Technologies for IoT Platforms

• Clustering, DNN/CNN/RNN Applications, 

• Reinforcement Learning 

• Bio-Inspired Algorithms (Particle Swarm Optimization, GA)

Indoor Localization and Evacuation Management System Development

• BLE Signal Strength-based Deep Neural Network for Positioning

• Disaster Prediction Using Regression Techniques

• Evacuation Path Optimization Using Reinforcement Learning

• AR-based Evacuation Route Guidance

Vehicular Ad-hoc Network Management System

• Vehicular Network Digital Twin Implementation

• VANET MAC and Routing Protocol Design

• Internet of Vehicle Network Architecture

Intelligent Military Tactical Wireless Network System

• AI-based Cognitive Radio Policy Management System Implementation

Deep Reinforcement Learning-based Autonomous Driving 

• Autonomous Driving Virtual Simulation Environment Development: ML-Unity, SUMO

• DQN-based Vehicle Autonomous Driving System

• Vehicle Target Detection and Tracking Using UAV (Drones) in Urban Environments 

• UAV Path Planning

Dynamic Traffic Signal Control Using Deep Reinforcement Learning

• Vehicle and Crosswalk Signal Control Using DQN and PPO DRL Architecture

• Emergency Vehicle and Pedestrian Safety Aware Dynamic Traffic Signal Control Mechanisms