Based on the traditional TDMA protocol, the adaptive TDMA integrates long short-term memory (LSTM) network and Q-learning algorithms to predict and adjust the ...
Compared with the traditional TDMA and ALOHA, the simulation results show that the the adaptive TDMA based on the LSTM network reduces the end-to-end delay of ...
Adaptive TDMA Protocol Based on LSTM Network for Underwater Acoustic Networks ... C-MAC: A TDMA-Based MAC Protocol for Underwater Acoustic Sensor Networks.
This paper proposes the strategies on TDMA slot allocation in underwater acoustic networks that utilize diversity of node position and large propagation ...
Jucheng Zhang, Jiaye Xu, Wanting Ming, Dajun Sun: Adaptive TDMA Protocol Based on LSTM Network for Underwater Acoustic Networks. ICSPCC 2022: 1-6.
In this paper, a Block Time Bounded Time Division Multiple Access (BTB-TDMA) medium access control (MAC) protocol is proposed for mobile underwater nodes (UNs) ...
Adaptive TDMA-based MAC Protocol for Underwater Acoustic Sensor Networks. In: WUWNET'19: Proceedings of the International Conference on Underwater Networks &.
Missing: LSTM | Show results with:LSTM
Due to low channel utilization of traditional TDMA protocol, in this paper, we present a new medium access control (MAC) protocol called I-TDMA, which ...
Sep 5, 2023 · This paper intends to propose a model for optimal path selection and secured data transmission in UASN via Long Short-Term Memory (LSTM) based energy ...
Oct 26, 2024 · To adapt to such a dynamic underwater environment, allocating appropriate resources is essential to improve node and network performance.