5 papers
LLM-Assisted Coalition Formation for Cooperative Perception in Autonomous Driving
Ahmad Sarlak, Hao Wang, Rahul Amin +1
Cooperative perception (CP) enables connected autonomous vehicles (CAVs) to share complementary observations for safer navigation, but practical deployment is limited by bandwidth…
Graph Based Deep Reinforcement Learning Aided by Transformers for Multi-Agent Cooperation
Michael Elrod, Niloufar Mehrabi, Rahul Amin +4
Mission planning for a fleet of cooperative autonomous drones in applications that involve serving distributed target points, such as disaster response, environmental monitoring, a…
Extended Visibility of Autonomous Vehicles via Optimized Cooperative Perception under Imperfect Communication
Ahmad Sarlak, Rahul Amin, Abolfazl Razi
Autonomous Vehicles (AVs) rely on individual perception systems to navigate safely. However, these systems face significant challenges in adverse weather conditions, complex road g…
Adaptive Data Transport Mechanism for UAV Surveillance Missions in Lossy Environments
Niloufar Mehrabi, Sayed Pedram Haeri Boroujeni, Jenna Hofseth +5
Unmanned Aerial Vehicles (UAVs) play an increasingly critical role in Intelligence, Surveillance, and Reconnaissance (ISR) missions such as border patrolling and criminal detection…
Enhanced Cooperative Perception for Autonomous Vehicles Using Imperfect Communication
Ahmad Sarlak, Hazim Alzorgan, Sayed Pedram Haeri Boroujeni +2
Sharing and joint processing of camera feeds and sensor measurements, known as Cooperative Perception (CP), has emerged as a new technique to achieve higher perception qualities. C…