no code implementations • 18 Dec 2023 • Chiu Chun Chan, Sheeraz A. Alvi, Xiangyun Zhou, Salman Durrani, Nicholas Wilson, Marta Yebra
Challenges related to the development and implementation of IoT ground sensing systems for early wildfire detection and the future research directions important for creating a robust detection system to combat the growing threat of wildfires worldwide are discussed.
no code implementations • 25 Apr 2023 • Nilupuli Senadhira, Salman Durrani, Sheeraz A. Alvi, Nan Yang, Xiangyun Zhou
In this work, we propose an adaptive system design for an Internet of Things (IoT) monitoring network with latency and reliability requirements, where IoT devices generate time-critical and event-triggered bursty traffic, and an unmanned aerial vehicle (UAV) aggregates and relays sensed data to the base station.
no code implementations • 17 Apr 2022 • Sheeraz A. Alvi, Yi Hong, Salman Durrani
We model the learning gain achieved by an IoT device against its participation cost as its utility.
no code implementations • 11 Sep 2021 • Sheeraz A. Alvi, Yi Hong, Salman Durrani
We identify that this results in utility unfairness because the same global model is shared among the devices.