Abstract
Extending the existing near-shore terrestrial infrastructure with non-terrestrial network capabilities helps maritime operators alleviate the high costs of communication and meet the requirements imposed by time-sensitive applications. Recognizing that the deployment of terrestrial and non-terrestrial networks necessitates selecting from the available wireless backhaul solutions, which have dissimilar data transmission costs and communication link qualities, it is essential to propose an appropriate backhaul selection policy. Specifically, in this letter, we coin a backhaul selection policy that manages the inherent trade-off between data transmission expenses and timely throughput guarantees for maritime communications. We formulate the backhaul selection problem as a Markov decision process and show that the proposed solution is not only more cost-efficient, but also satisfies the timely throughput requirements in contrast to currently used greedy strategies.
Original language | English |
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Pages (from-to) | 1235-1239 |
Journal | IEEE Communications Letters |
Volume | 27 |
Issue number | 4 |
DOIs | |
Publication status | Published - Apr 2023 |
Publication type | A1 Journal article-refereed |
Keywords
- Backhaul selection
- cost efficiency
- near-shore communications
- non-terrestrial networks
- timely throughput
Publication forum classification
- Publication forum level 2
ASJC Scopus subject areas
- Modelling and Simulation
- Computer Science Applications
- Electrical and Electronic Engineering