Distributed DDPG-based resource allocation for age of information minimization in mobile wireless-powered Internet of Things

K Zheng, R Luo, X Liu, J Qiu… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
As a vital metric of information timeliness, Age of Information (AoI) is important for real-time
applications in Internet of Things (IoT), such as health monitoring. To satisfy these …

Cross-modal semantic communications

A Li, X Wei, D Wu, L Zhou - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
It is well known that multi-modal services, including video, audio, and haptic signals, aim to
provide immersive experience with low latency and high reliability. Although multi-modal …

Evaluating AoI-centric HARQ protocols for UAV networks

H Feng, J Wang, Z Fang, J Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we consider a wireless network enabled by multiple unmanned aerial vehicles
(UAVs), which observe physical processes and transmit status updates to a monitor node …

Reinforcement learning-powered semantic communication via semantic similarity

K Lu, R Li, X Chen, Z Zhao, H Zhang - arxiv preprint arxiv:2108.12121, 2021 - arxiv.org
We introduce a new semantic communication mechanism-SemanticRL, whose key idea is to
preserve the semantic information instead of strictly securing the bit-level precision. Unlike …

On-demand AoI minimization in resource-constrained cache-enabled IoT networks with energy harvesting sensors

M Hatami, M Leinonen, Z Chen… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
We consider a resource-constrained IoT network, where multiple users make on-demand
requests to a cache-enabled edge node to send status updates about various random …

Timeliness of information in 5G non-terrestrial networks: a survey

QT Ngo, Z Tang, B Jayawickrama, Y He… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
This article explores the significance of the timeliness of information in the context of fifth
generation (5G) nonterrestrial networks (NTNs). As 5G technology continues to evolve, its …

A survey on the optimisation of age of information in wireless networks

H Wang, Q Sun, S Wang - International Journal of Web and …, 2023 - inderscienceonline.com
This article comprehensively surveys the area of age of information (AoI) in the wireless
networks and focuses on categorising and reviewing the current progress on AoI from an …

Age-energy tradeoff optimization for packet delivery in fading channels

H Huang, D Qiao, MC Gursoy - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
Power control policies that minimize the weighted combination of age of information (AoI)
and total energy consumption are studied in this paper. It is assumed that the status update …

Distributed age-of-information scheduling with noma via deep reinforcement learning

C Zhang, Y Zou, Z Zhang, D Yu… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Many emerging applications in edge computing require processing of huge volumes of data
generated by end devices, using the freshest available information. In this paper, we …

Age-optimal packet scheduling with resource constraint and feedback delay

Y Ji, Y Lu, X Xu, X Huang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper considers the design of age-optimal packet scheduling policies in networks with
delayed feedback, long-term resource constraint and various packet arrival models. The …