毫米波物联网通信中波束对准的功率分配

IF 4.1 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Jiho Song
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引用次数: 0

摘要

由于物联网(IoT)设备在毫米波(mmWave)网络中的传输功率较低,因此需要通过使用多个天线来激活波束形成技术。为了确保毫米波频率下的稳健定向传输,必须将窄波束精确地对准主要信道方向。然而,定向通信需要将波束与信道方向对齐,从而导致显著的发射功耗。考虑到物联网设备的功率限制,我们的目标是降低实现所需波束对准性能所需的发射功率。我们提出了一个优化分层波束对准算法资源利用的分析框架,旨在逐步减少波束形成候选集的大小。在分析研究的基础上,提出了一种确定最优发射功率的资源分配算法,并在每个波束对准阶段构造最优候选波束形成器集。数值仿真结果表明,所提出的功率分配算法能够有效降低传输功率,满足物联网网络的性能目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Power Allocation for Beam Alignment in Millimeter Wave IoT Communications
The lower transmission power capability of internet of things (IoT) devices in millimeter-wave (mmWave) networks necessitates the activation of beamforming techniques by employing multiple antennas. To ensure robust directional transmissions at mmWave frequencies, it is essential to accurately align narrow beams with the dominant channel direction. However, directional communications necessitate aligning the beam with the channel direction, resulting in significant transmit power consumption. We aim to reduce the transmit power required to achieve a desired beam-alignment performance, taking into account the power limitations of IoT devices.We propose an analytical framework for optimizing resource utilization in the hierarchical beam alignment algorithm, designed to progressively reduce the size of the beamformer candidate set. Based on the analytical studies, we develop a resource allocation algorithm that determines the optimal transmit power and constructs the optimal set of beamformer candidates at each beam alignment stage. Numerical simulations demonstrate that the proposed power allocation algorithm effectively reduces the transmit power to meet the performance targets for IoT networks.
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来源期刊
ICT Express
ICT Express Multiple-
CiteScore
10.20
自引率
1.90%
发文量
167
审稿时长
35 weeks
期刊介绍: The ICT Express journal published by the Korean Institute of Communications and Information Sciences (KICS) is an international, peer-reviewed research publication covering all aspects of information and communication technology. The journal aims to publish research that helps advance the theoretical and practical understanding of ICT convergence, platform technologies, communication networks, and device technologies. The technology advancement in information and communication technology (ICT) sector enables portable devices to be always connected while supporting high data rate, resulting in the recent popularity of smartphones that have a considerable impact in economic and social development.
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