摘要
海洋物联网水面及水下多模通信借助通信技术的多样性和灵活性,实现高效可靠的数据传输,引起了研究者的广泛关注。该技术旨在利用水声、无线电、光学等多种无线通信技术的互补性,并融合软件定义技术、强化学习、深度学习等人工智能技术,以提供高效、可定制、智能化的自适应网络。本研究首先讨论了海洋物联网水面及水下多种无线通信及融合技术;然后,重点针对海空跨介质多模通信技术及水下多模通信技术的研究进展作了系统的综述;最后,针对海洋物联网水面及水下多模通信技术的未来发展进行探讨与展望。
With the diversity and flexibility of communications, the surface and underwater multimodal communication technology of the marine internet of things can achieve reliable and efficient data transmission, which has attracted the attention of researchers. By using the complementarity of different wireless communication technologies, such as acoustic, radio and optical waves, and by integrating artificial intelligence technologies, such as software definition technology, reinforcement learning, and deep learning, this technology helps to provide high-efficient, customizable, intelligent, and adaptive networks. This paper first discusses the surface and underwater wireless communication and fusion technologies of marine internet of things. Then, it reviews the research progress focusing on the air-water cross-boundary and underwater multimodal communications systematically. Finally, it explores and predicts the future development directions of surface and underwater multimodal communication technologies of marine internet of things.
作者
罗汉江
卜凡峰
王京龙
杨玉婷
LUO Hanjiang;BU Fanfeng;WANG Jinglong;YANG Yuting(College of Computer Science and Engineering,Shandong University of Science and Technology,Qingdao 266590,China)
出处
《山东科技大学学报（自然科学版）》
CAS
北大核心
2023年第1期79-90,共12页
Journal of Shandong University of Science and Technology(Natural Science)
基金
国家自然科学基金项目(62072287)
山东省自然科学基金项目(ZR2020MF059)。
关键词
海洋物联网
水面及水下网络
多模通信技术
海空跨介质通信
研究进展
marine internet of things
surface and underwater network
multimodal communication technology
air-water crossboundary communication
research progress
