Adaptive Age of Information Optimization in Rateless Coding-Based Multicast-Enabled Sensor Networks
Hung-Chun Lin, Kuang-Hsun Lin, Hung-Yu Wei
IEEE Journal of Selected Areas in Sensors, vol. 1, pp. 73–92, 2024.
Recommended citation: Hung-Chun Lin, Kuang-Hsun Lin, Hung-Yu Wei. "Adaptive Age of Information Optimization in Rateless Coding-Based Multicast-Enabled Sensor Networks." IEEE Journal of Selected Areas in Sensors, vol. 1, pp. 73-92, 2024. View paper
This paper investigates 3GPP’s standardization for multicast, emphasizing Rateless code’s role in adjusting to varying channel conditions and reducing latency, and its impact on maintaining data freshness during multicast. We pioneer an architecture employing the Markov Decision Process (MDP) for deriving transmission strategies optimized for AoI.