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Game Theory-Based Cooperation for Underwater Acoustic Sensor Networks: Taxonomy Review Research Challenges and Directions

机译:基于博弈论的水下声传感器网络合作:分类学回顾研究挑战和方向

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摘要

Exploring and monitoring the underwater world using underwater sensors is drawing a lot of attention these days. In this field cooperation between acoustic sensor nodes has been a critical problem due to the challenging features such as acoustic channel failure (sound signal), long propagation delay of acoustic signal, limited bandwidth and loss of connectivity. There are several proposed methods to improve cooperation between the nodes by incorporating information/game theory in the node’s cooperation. However, there is a need to classify the existing works and demonstrate their performance in addressing the cooperation issue. In this paper, we have conducted a review to investigate various factors affecting cooperation in underwater acoustic sensor networks. We study various cooperation techniques used for underwater acoustic sensor networks from different perspectives, with a concentration on communication reliability, energy consumption, and security and present a taxonomy for underwater cooperation. Moreover, we further review how the game theory can be applied to make the nodes cooperate with each other. We further analyze different cooperative game methods, where their performance on different metrics is compared. Finally, open issues and future research direction in underwater acoustic sensor networks are highlighted.
机译:这些天来,使用水下传感器探索和监视水下世界吸引了很多关注。在该领域中,由于具有挑战性的功能(例如,声通道故障(声音信号),声信号的长传播延迟,有限的带宽和连接性丧失),声传感器节点之间的协作已成为一个关键问题。通过将信息/博弈论纳入节点的协作中,提出了几种改善节点之间的协作的方法。但是,需要对现有作品进行分类,并证明它们在解决合作问题上的表现。在本文中,我们进行了综述,以研究影响水下声传感器网络合作的各种因素。我们从不同的角度研究水下声传感器网络所使用的各种协作技术,重点是通信可靠性,能耗和安全性,并提出水下协作的分类法。此外,我们进一步回顾了如何运用博弈论使节点相互协作。我们进一步分析了不同的合作博弈方法,比较了它们在不同指标上的表现。最后,重点介绍了水下声传感器网络中的未解决问题和未来的研究方向。

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