论文标题

区块链辅助智能共生无线电在太空空间集成网络中

Blockchain-Assisted Intelligent Symbiotic Radio in Space-Air-Ground Integrated Networks

论文作者

Cheng, Runze, Sun, Yao, Mohjazi, Lina, Liang, Ying-Chang, Imran, Muhammad Ali

论文摘要

在太空空间集成网络(Sagin)中,管理资源来越来越多的高度动态和异质性收音机是一项艰巨的任务。共生沟通(SC)是一种新颖的范式,它利用生物学中自然生态系统的比喻在无线网络中创建无线电生态系统,从而实现合作服务交换和资源共享,即服务/资源交易,包括众多收音机。结果,可以利用共生沟通的潜力来增强萨金的资源管理。尽管不同的无线电资源瓶颈可以通过共生关系相互补充,但在多样化的服务请求下管理的异质收音机之间的不可靠信息共享以及多维资源对受信任的交易和明智的决策构成了关键的挑战。在本文中,我们通过使用区块链来确保在异质无线电和机器学习(ML)之间进行可信赖的交易,以指导复杂的服务/资源交易,提出了一个安全且智能的共生萨金(S^4)框架。一项案例研究表明,与现有方案相比,我们提出的S^4框架可提供更好的服务以及合理的资源管理。最后,我们讨论了未来共生萨金的几个潜在研究方向。

In a space-air-ground integrated network (SAGIN), managing resources for the growing number of highly-dynamic and heterogeneous radios is a challenging task. Symbiotic communication (SC) is a novel paradigm, which leverages the analogy of the natural ecosystem in biology to create a radio ecosystem in wireless networks that achieves cooperative service exchange and resource sharing, i.e., service/resource trading, among numerous radios. As a result, the potential of symbiotic communication can be exploited to enhance resource management in SAGIN. Despite the fact that different radio resource bottlenecks can complement each other via symbiotic relationships, unreliable information sharing among heterogeneous radios and multi-dimensional resources managing under diverse service requests impose critical challenges on trusted trading and intelligent decision-making. In this article, we propose a secure and smart symbiotic SAGIN (S^4) framework by using blockchain for ensuring trusted trading among heterogeneous radios and machine learning (ML) for guiding complex service/resource trading. A case study demonstrates that our proposed S^4 framework provides better service with rational resource management when compared with existing schemes. Finally, we discuss several potential research directions for future symbiotic SAGIN.

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