集成射频/毫米波/太赫兹通信中的用户关联性能权衡

IF 2.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Future Internet Pub Date : 2023-11-24 DOI:10.3390/fi15120376
Noha Hassan, Xavier Fernando, Isaac Woungang, A. Anpalagan
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引用次数: 0

摘要

结合未来十年预计出现的流量雪崩,支持高能效、可扩展和灵活的网络运营的解决方案至关重要。考虑到各种用户需求,太赫兹和毫米波频段将在 6G 网络中发挥关键作用。毫米波是众所周知的短速率 LOS 连接,而太赫兹传输甚至会受到严重的传播损耗,导致非常短的距离连接。在这种情况下,我们评估了一种动态多频段用户关联算法,以优化射频/毫米波/太赫兹共存网络中的连接。该算法根据各频段的实时信道条件,考虑信号强度、链路阻塞风险和噪声等因素,定期计算每个用户-基站对的关联分数。然后,该算法考虑用户优先级和网络条件,分批重新关联用户,以平衡负载。我们模拟了该算法在现实传播模型中的性能,在该模型中,高路径损耗、分子吸收、阻塞和窄波束宽度导致了较高频率的较低覆盖率。结果表明,该算法能够在不同的运行环境下有效利用网络资源。此外,我们的结果表明,频段的选择取决于应用的具体要求、环境以及覆盖距离、容量和干扰条件之间的权衡。
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User Association Performance Trade-Offs in Integrated RF/mmWave/THz Communications
In combination with the expected traffic avalanche foreseen for the next decade, solutions supporting energy-efficient, scalable and flexible network operations are essential. Considering the myriad of user case requirements, THz and mmW bands will play key roles in 6G networks. While mmW is known for short-rate LOS connections, THz transmission is subjected to even severe propagation losses, resulting in very short-range connections. In this context, we evaluate a dynamic multi-band user association algorithm to optimize connectivity in coexisting RF/mmW/THz networks. The algorithm periodically calculates association scores for each user–base station pair based on real-time channel conditions across bands, accounting for factors like signal strength, link blockage risk and noise. It then reassociates users in batches to balance loads while considering user priorities and network conditions. We simulate the algorithm’s performance within a realistic propagation model, where high path loss, molecular absorption, blockage, and narrow beam widths contribute to lower coverage at higher frequencies. Results demonstrate the algorithm’s ability to efficiently utilize network resources across diverse operating environments. In addition, our results show that the choice of frequency band depends on the specific requirements of the application, the environment, and the trade-offs between coverage distance, capacity, and interference conditions.
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来源期刊
Future Internet
Future Internet Computer Science-Computer Networks and Communications
CiteScore
7.10
自引率
5.90%
发文量
303
审稿时长
11 weeks
期刊介绍: Future Internet is a scholarly open access journal which provides an advanced forum for science and research concerned with evolution of Internet technologies and related smart systems for “Net-Living” development. The general reference subject is therefore the evolution towards the future internet ecosystem, which is feeding a continuous, intensive, artificial transformation of the lived environment, for a widespread and significant improvement of well-being in all spheres of human life (private, public, professional). Included topics are: • advanced communications network infrastructures • evolution of internet basic services • internet of things • netted peripheral sensors • industrial internet • centralized and distributed data centers • embedded computing • cloud computing • software defined network functions and network virtualization • cloud-let and fog-computing • big data, open data and analytical tools • cyber-physical systems • network and distributed operating systems • web services • semantic structures and related software tools • artificial and augmented intelligence • augmented reality • system interoperability and flexible service composition • smart mission-critical system architectures • smart terminals and applications • pro-sumer tools for application design and development • cyber security compliance • privacy compliance • reliability compliance • dependability compliance • accountability compliance • trust compliance • technical quality of basic services.
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