4 papers
COHORT: Hybrid RL for Collaborative Large DNN Inference on Multi-Robot Systems Under Real-Time Constraints
Mohammad Saeid Anwar, Anuradha Ravi, Indrajeet Ghosh +3
Large deep neural networks (DNNs), especially transformer-based and multimodal architectures, are computationally demanding and challenging to deploy on resource-constrained edge p…
SERN: Bandwidth-Adaptive Cross-Reality Synchronization for Simulation-Enhanced Robot Navigation
Jumman Hossain, Emon Dey, Snehalraj Chugh +15
Cross reality integration of simulation and physical robots is a promising approach for multi-robot operations in contested environments, where communication may be intermittent, i…
HeteroEdge: Addressing Asymmetry in Heterogeneous Collaborative Autonomous Systems
Mohammad Saeid Anwar, Emon Dey, Maloy Kumar Devnath +8
Gathering knowledge about surroundings and generating situational awareness for IoT devices is of utmost importance for systems developed for smart urban and uncontested environmen…
A Systematic Study on Object Recognition Using Millimeter-wave Radar
Maloy Kumar Devnath, Avijoy Chakma, Mohammad Saeid Anwar +5
Due to its light and weather-independent sensing, millimeter-wave (MMW) radar is essential in smart environments. Intelligent vehicle systems and industry-grade MMW radars have int…