Resource allocation and UAV deployment for a UAV-assisted URLLC system

IF 4.3 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Computer Communications Pub Date : 2025-01-08 DOI:10.1016/j.comcom.2025.108049
Xinyue Gu, Hong Jiang, Hao Yang
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Abstract

The unmanned aerial vehicle (UAV)-assisted transmission in ultra-reliable low-latency communication (URLLC) can achieve precise control in environments where communication infrastructures are unavailable, with enormous benefits in military and commercial applications. This paper investigates a three-hop decode-and-forward UAV-assisted system to guarantee the stringent quality-and-service requirements in long-distance URLLC. First, the block error rate (BLER) is derived for air-to-ground and air-to-air channels. Then, the transmit power, blocklength, and UAV deployment in three-dimensional space are optimized together to jointly minimize the overall BLER and UAV communication energy consumption. The formulated non-convex problem is divided into subproblems and an iterative algorithm is proposed to tackle it by utilizing the block coordinate descent. Different search techniques and the block successive convex approximation approach are used to conquer the subproblems. Finally, simulations are conducted to demonstrate the system performance and the effectiveness of the proposed algorithm.
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无人机辅助URLLC系统的资源分配和无人机部署
在超可靠低延迟通信(URLLC)中,无人机(UAV)辅助传输可以在通信基础设施不可用的环境中实现精确控制,在军事和商业应用中具有巨大的优势。为了保证远程URLLC中严格的质量和服务要求,本文研究了一种三跳解码转发的无人机辅助系统。首先推导了空对地信道和空对空信道的块错误率(BLER)。然后,对发射功率、块长、无人机在三维空间的部署等进行优化,共同实现BLER和无人机整体通信能耗的最小化。将公式化的非凸问题分解为子问题,提出了一种利用分块坐标下降的迭代算法。采用不同的搜索技术和块逐次凸逼近方法来解决子问题。最后通过仿真验证了系统性能和算法的有效性。
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来源期刊
Computer Communications
Computer Communications 工程技术-电信学
CiteScore
14.10
自引率
5.00%
发文量
397
审稿时长
66 days
期刊介绍: Computer and Communications networks are key infrastructures of the information society with high socio-economic value as they contribute to the correct operations of many critical services (from healthcare to finance and transportation). Internet is the core of today''s computer-communication infrastructures. This has transformed the Internet, from a robust network for data transfer between computers, to a global, content-rich, communication and information system where contents are increasingly generated by the users, and distributed according to human social relations. Next-generation network technologies, architectures and protocols are therefore required to overcome the limitations of the legacy Internet and add new capabilities and services. The future Internet should be ubiquitous, secure, resilient, and closer to human communication paradigms. Computer Communications is a peer-reviewed international journal that publishes high-quality scientific articles (both theory and practice) and survey papers covering all aspects of future computer communication networks (on all layers, except the physical layer), with a special attention to the evolution of the Internet architecture, protocols, services, and applications.
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