书目名称 | Mission-Critical Application Driven Intelligent Maritime Networks |
编辑 | Tingting Yang,Xuemin (Sherman) Shen |
视频video | |
概述 | Covers a wide range of maritime activities and applications and includes case studies from academia and industry.Introduces readers to the latest advances in the analysis and structure of maritime het |
丛书名称 | SpringerBriefs in Computer Science |
图书封面 |  |
描述 | .This book shares valuable insights into high-efficiency data transmission scheduling and into a group intelligent search and rescue approach for artificial intelligence (AI)-powered maritime networks. Its goal is to highlight major research directions and topics that are critical for those who are interested in maritime communication networks, equipping them to carry out further research in this field..The authors begin with a historical overview and address the marine business, emerging technologies, and the shortcomings of current network architectures (coverage, connectivity, reliability, etc.). In turn, they introduce a heterogeneous space/air/sea/ground maritime communication network architecture and investigate the transmission scheduling problem in maritime communication networks, together with solutions based on deep reinforcement learning. To accommodate the computation demands of maritime communication services, the authors propose a multi-vessel offloadingalgorithm for maritime mobile edge computing networks. In closing, they discuss the applications of swarm intelligence in maritime search and rescue.. |
出版日期 | Book 2020 |
关键词 | Intelligent maritime communications; transmission scheduling; software defined network; maritime search |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-15-4412-5 |
isbn_softcover | 978-981-15-4411-8 |
isbn_ebook | 978-981-15-4412-5Series ISSN 2191-5768 Series E-ISSN 2191-5776 |
issn_series | 2191-5768 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |