Deployment algorithms of multi-UAV-BS networks with frequency reuse and power optimization

IF 1.7 4区 计算机科学 Q3 TELECOMMUNICATIONS Telecommunication Systems Pub Date : 2024-05-28 DOI:10.1007/s11235-024-01164-z
Yanzhi Hu, Chunyuan Tian, Dawei Ma, Zhiyong Shi, Fengbin Zhang
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Abstract

Deploying unmanned aerial vehicle base stations (UAV-BSs) to provide wireless access for terrestrial users is an alternative solution in emergency scenarios. Due to the dynamic nature of UAV-BSs and strong line-of-sight (LoS) transmission, co-frequency networking worsens the interference suffered by edge users, while the use of fully orthogonal channels for all UAV-BSs also faces the problem of frequency resource constraints. This paper develops a new deployment scheme by combining multiple UAV-BS locations, limited frequency reuse and power optimization. Thus, the nonlinear constrained optimization model is proposed to maximize user coverage. To reduce the computational complexity, the basic multi-UAV-BS network layout is first determined by polycentric clustering and connectivity adjustment based on user location distribution. Then, a genetic algorithm is used to optimize the multi-UAV-BS frequency arrangement and power adjustment to obtain the model solution. Simulations verify the effectiveness of the proposed scheme and evaluate the impact of co-channel interference.

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具有频率重用和功率优化功能的多无人机-BS 网络的部署算法
部署无人飞行器基站(UAV-BS)为地面用户提供无线接入是紧急情况下的一种替代解决方案。由于无人机基站的动态特性和强视距(LoS)传输,同频组网会加剧边缘用户受到的干扰,而所有无人机基站使用全正交信道也面临频率资源限制的问题。本文结合多 UAV-BS 位置、有限频率重用和功率优化,提出了一种新的部署方案。因此,本文提出了非线性约束优化模型,以实现用户覆盖最大化。为降低计算复杂度,首先根据用户位置分布,通过多中心聚类和连通性调整确定基本的多无人机-BS 网络布局。然后,使用遗传算法优化多无人机-BS 频率安排和功率调整,从而获得模型解决方案。仿真验证了所提方案的有效性,并评估了同信道干扰的影响。
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来源期刊
Telecommunication Systems
Telecommunication Systems 工程技术-电信学
CiteScore
5.40
自引率
8.00%
发文量
105
审稿时长
6.0 months
期刊介绍: Telecommunication Systems is a journal covering all aspects of modeling, analysis, design and management of telecommunication systems. The journal publishes high quality articles dealing with the use of analytic and quantitative tools for the modeling, analysis, design and management of telecommunication systems covering: Performance Evaluation of Wide Area and Local Networks; Network Interconnection; Wire, wireless, Adhoc, mobile networks; Impact of New Services (economic and organizational impact); Fiberoptics and photonic switching; DSL, ADSL, cable TV and their impact; Design and Analysis Issues in Metropolitan Area Networks; Networking Protocols; Dynamics and Capacity Expansion of Telecommunication Systems; Multimedia Based Systems, Their Design Configuration and Impact; Configuration of Distributed Systems; Pricing for Networking and Telecommunication Services; Performance Analysis of Local Area Networks; Distributed Group Decision Support Systems; Configuring Telecommunication Systems with Reliability and Availability; Cost Benefit Analysis and Economic Impact of Telecommunication Systems; Standardization and Regulatory Issues; Security, Privacy and Encryption in Telecommunication Systems; Cellular, Mobile and Satellite Based Systems.
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