Optimising TinyML with Quantization and Distillation of Transformer and Mamba Models for Indoor Localisation on Edge Devices

T Suwannaphong, F Jovan, I Craddock… - arxiv preprint arxiv …, 2024 - arxiv.org
This paper proposes small and efficient machine learning models (TinyML) for resource-
constrained edge devices, specifically for on-device indoor localisation. Typical approaches …

Transmit antenna selection for millimeter-wave communications using multi-RIS with imperfect transceiver hardware

N Van Vinh - Wireless Networks, 2025 - Springer
This article presents a comprehensive exploration of the synergy between transmit antenna
selection (TAS) and reconfigurable intelligent surfaces (RISs) in millimeter-wave (MW) …

[PDF][PDF] Key Technologies for Green Communications: Overview, Opportunities and Challenges

H Li - researchgate.net
The arrival of the sixth generation of mobile communications technology (6G) heralds a
revolutionary change in connectivity, delivering unprecedented data rates, ultra-low latency …