毫米波链路自主移动辅助捎带网络的博弈论方法

IF 0.3 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC IEICE Communications Express Pub Date : 2024-02-16 DOI:10.23919/comex.2023XBL0180
Daisuke Yamamoto;So Hasegawa;Yozo Shoji;Mikio Hasegawa
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引用次数: 0

摘要

猪背网络(Piggyback network)是由送货车和服务机器人等工作移动设备组成的存储-携带-转发网络,它实现了大规模数据分发平台。然而,当工作移动设备参与到 Piggyback 网络中时,数据携带和转发任务会影响其原有任务,从而导致额外的传输成本,因此需要对数据传输进行适当的管理。本研究提出了一种 Piggyback 网络中的数据传输管理方案。我们开发了一种基于 Stackelberg 博弈的算法,以平衡每次数据传输的端到端吞吐量和工作移动性所需的成本,并制定了一条规则,供用户根据吞吐量和成本的平衡选择最佳移动性。仿真结果表明,所提出的方法能使效用最大化,并实现整个网络的高平均吞吐量。
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Game Theory Approach for Autonomous Mobility-Assisted Piggyback Network with mm-Wave Links
A Piggyback network, which is a store-carry-forward network organized by working mobilities of delivery trucks and serving robots, realizes a large-scale data distribution platform. However, when the working mobilities participate in the Piggyback network, the data carrying and forwarding tasks influence their original tasks, resulting in additional transfer costs necessitating appropriate data transfer management. This study proposes a data-transfer management scheme in the Piggyback network. We have developed an algorithm based on the Stackelberg game to balance the end-to-end throughput and the cost required by working mobilities for each data delivery, and we have formulated a rule for the users to select the best mobility based on the balanced throughput and costs. The simulation results show that the proposed method maximizes the utility and achieves a high average throughput of the entire network.
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来源期刊
IEICE Communications Express
IEICE Communications Express ENGINEERING, ELECTRICAL & ELECTRONIC-
自引率
33.30%
发文量
114
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