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eess.SP2025
Cross-Domain Lifelong Reinforcement Learning for Wireless Sensor Networks
Hossein Mohammadi Firouzjaei, Rafaela Scaciota, Sumudu Samarakoon +1
Wireless sensor networks (WSNs) with energy harvesting (EH) are expected to play a vital role in intelligent 6G systems, especially in industrial sensing and control, where continu…
eess.SP2024
Zero-Shot Generalization for Blockage Localization in mmWave Communication
Rafaela Scaciota, Malith Gallage, Sumudu Samarakoon +1
This paper introduces a novel method for predicting blockages in millimeter-wave (mmWave) communication systems towards enabling reliable connectivity. It employs a self-supervised…
eess.SP2024
Decentralized RL-Based Data Transmission Scheme for Energy Efficient Harvesting
Rafaela Scaciota, Glauber Brante, Richard Souza +4
The evolving landscape of the Internet of Things (IoT) has given rise to a pressing need for an efficient communication scheme. As the IoT user ecosystem continues to expand, tradi…