2 citations · 3 across the 13 of their papers we have counts for
6 papers · 1 filter
Towards AI-Driven RANs for 6G and Beyond: Architectural Advancements and Future Horizons
Mathushaharan Rathakrishnan, Samiru Gayan, Rohit Singh +4
It is envisioned that 6G networks will be supported by key architectural principles, including intelligence, decentralization, interoperability, and digitalization. With the advanc…
Latency Minimization with Optimum Workload Distribution and Power Control for Fog Computing
Saman Atapattu, Chathuranga Weeraddana, Minhua Ding +2
This paper investigates a three-layer IoT-fog-cloud computing system to determine the optimum workload and power allocation at each layer. The objective is to minimize maximum per-…
Deep Reinforcement Learning-Based Topology Optimization for Self-Organized Wireless Sensor Networks
Xiangyue Meng, Hazer Inaltekin, Brian Krongold
Wireless sensor networks (WSNs) are the foundation of the Internet of Things (IoT), and in the era of the fifth generation of wireless communication networks, they are envisioned t…
Phase Modulated Communication with Low-Resolution ADCs
Samiru Gayan, Hazer Inaltekin, Rajitha Senanayake +1
This paper considers a low-resolution wireless communication system in which transmitted signals are corrupted by fading and additive noise. First, a universal lower bound on the a…
Low-Resolution Quantization in Phase Modulated Systems: Optimum Detectors and Error Rate Analysis
Samiru Gayan, Rajitha Senanayake, Hazer Inaltekin +1
This paper considers a wireless communication system with low-resolution quantizers, in which transmitted signals are corrupted by fading and additive noise. For such wireless syst…
Location-Based Optimum Relay Selection in Random Spatial Networks
Saman Atapattu, Hazer Inaltekin, Jamie Evans
This paper investigates the location-based relay selection problem, where the source node chooses its relay from a set of spatially deployed decode-and-forward relays. The advantag…