W Liu, K Zhang, J Xie, Y Xia, J Mao, M Xu… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
The size of time windows used by low-power wireless protocols to compute packet reception ratio (PRR) directly affects the accuracy and agility of link quality prediction. Using small time …
M Zha, L Zhu, Y Zhu, J Li, T Hu - Intelligent Systems with Applications, 2024 - Elsevier
Accurate real-time prediction of link quality is crucial for enhancing the reliable responsiveness of wearable devices within Wireless Wearable Sensor Networks (WWSNs) …
Y Wang, L Liu - Proceedings of the 2024 5th International Conference …, 2024 - dl.acm.org
Most current deep learning-based link quality prediction methods rely on statistically derived link quality parameters over sampling periods, which makes short-term correlations in link …
Fanjiebin, Liulinlan - 2023 6th International Conference on …, 2023 - ieeexplore.ieee.org
Link quality prediction significantly improves network performance. Effective link quality prediction can ensure data transmission, and high-quality link transmission data can …