Base station location generation algorithm for satellite-terrestrial co-existence studies

IF 0.9 4区 计算机科学 Q3 ENGINEERING, AEROSPACE
Vijay Singh Bhadouria, Sucharita Chakraborty, Saket D. Buch, Subhash Chandra Bera
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Abstract

The enormous growth of mobile broadband traffic is a catalyst for expanding terrestrial communication systems and their integration with satellite communication systems. This results in sharing frequencies allocated to satellite communication systems with terrestrial systems. As this can lead to interference between the incumbent and the upcoming service, coexistence studies are conducted. In the case of sharing satellite uplink frequencies with terrestrial communication systems, interference from base stations (BSs) is dominant. While there are methods to estimate the number of BSs that may be deployed, it is unclear where the BSs will be located. The BS locations play a pivotal role in interference calculation, as the values of link budget parameters are highly dependent on the longitude and latitude of interfering transmitters. This article presents an intelligent method which balances network capacity and coverage for simulating base stations (BSs) in coexistence studies. A realistic BS distribution is generated using weighted K-means clustering (WKMC) algorithm and incorporating population density along with Haversine distance. The paper provides a case study of co-frequency, co-coverage interference in the satellite uplink in the C-band to demonstrate the impact of BS distribution on the results of coexistence studies. This paper will find applications in upcoming frequency sharing and coexistence studies and the design of integrated satellite-terrestrial communication networks.

Abstract Image

用于卫星-地面共存研究的基站位置生成算法
移动宽带流量的巨大增长推动了地面通信系统的扩展及其与卫星通信系统的整合。这就导致卫星通信系统与地面系统共享分配给卫星通信系统的频率。由于这可能导致现有服务与即将推出的服务之间产生干扰,因此需要进行共存研究。在与地面通信系统共享卫星上行链路频率的情况下,来自基站(BS)的干扰占主导地位。虽然有一些方法可以估算可能部署的 BS 数量,但并不清楚 BS 的位置。由于链路预算参数值高度依赖于干扰发射机的经度和纬度,因此 BS 位置在干扰计算中起着至关重要的作用。本文提出了一种智能方法,可在共存研究中平衡网络容量和覆盖范围,用于模拟基站(BS)。利用加权 K-means 聚类(WKMC)算法,并结合人口密度和哈弗辛距离,生成了现实的基站分布。本文提供了一个 C 波段卫星上行链路中同频、同覆盖干扰的案例研究,以展示 BS 分布对共存研究结果的影响。本文将在即将开展的频率共享和共存研究以及卫星-地面综合通信网络设计中得到应用。
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来源期刊
CiteScore
4.10
自引率
5.90%
发文量
31
审稿时长
>12 weeks
期刊介绍: The journal covers all aspects of the theory, practice and operation of satellite systems and networks. Papers must address some aspect of satellite systems or their applications. Topics covered include: -Satellite communication and broadcast systems- Satellite navigation and positioning systems- Satellite networks and networking- Hybrid systems- Equipment-earth stations/terminals, payloads, launchers and components- Description of new systems, operations and trials- Planning and operations- Performance analysis- Interoperability- Propagation and interference- Enabling technologies-coding/modulation/signal processing, etc.- Mobile/Broadcast/Navigation/fixed services- Service provision, marketing, economics and business aspects- Standards and regulation- Network protocols
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