RACEME: Embedded Intelligence for Correlation-driven Predictive Energy-harvesting Management in LoRa Networks

S Jewsakul, ECH Ngai - ACM Transactions on Sensor Networks, 2025 - dl.acm.org
The prolonged lifetime of energy-harvesting (EH) LoRa networks requires that all EH LoRa
sensors utilize available harvested energy in an energy-neutral manner to avoid power …

ENORA: Empowering Energy-Neutral Operation in LoRa Networks via Embedded Intelligence

S Jewsakul, ECH Ngai - IEEE Network, 2023 - ieeexplore.ieee.org
Energy-availability prediction algorithms based on neural networks and random forests have
enabled energy-neutral operation on resource-constrained sensors powered by energy …

[PDF][PDF] EmbientLoRa: Embedded Intelligence for Predictive Energy Harvesting and Management in LoRa Networks.

S Jewsakul, ECH Ngai - EWSN, 2023 - eee.hku.hk
The prolonged lifetime of energy-harvesting (EH) LoRa networks requires that all EH LoRa
sensors make the best use of available harvested energy in an energy-neutral manner to …

FioRa: Energy Neutrality-aware Multicast Firmware Distributions in Energy-harvesting LoRa Networks

S Jewsakul, ECH Ngai - Proceedings of the 11th ACM International …, 2024 - dl.acm.org
Efficient firmware distributions in energy-harvesting (EH) LoRa networks require that EH
LoRa sensors simultaneously receive data fragments from a server without facing power …

FaultBit: Generic and Efficient Wireless Fault Detection Using the Internet of Things

K Dolui, AS Thangarajan, S Morshchavka, Z Liu… - … Conference on Mobile …, 2023 - Springer
The timely monitoring and maintenance of industrial machines is critical to prevent
expensive disruptions and down-time. The Internet of Things (IoT) offers a solution to …