An MRL-Based Design Solution for RIS-Assisted MU-MIMO Wireless System under Time-Varying Channels

no code implementations • 15 Nov 2023 • Meng-Qian Alexander Wu, Tzu-Hsien Sang, Luisa Schuhmacher, Ming-Jie Guo, Khodr Hammoud, Sofie Pollin

Our approach improves the sum rate by more than 60% under time-varying CSI assumption while maintaining the advantages of typical DRL-based solutions.

Meta Reinforcement Learning reinforcement-learning

ecoBLE: A Low-Computation Energy Consumption Prediction Framework for Bluetooth Low Energy

no code implementations • 2 Aug 2023 • Luisa Schuhmacher, Sofie Pollin, Hazem Sallouha

Bluetooth Low Energy (BLE) is a de-facto technology for Internet of Things (IoT) applications, promising very low energy consumption.