An Optimized Move List for Dynamic Protection Area in CBRS

IF 7 1区 计算机科学 Q1 TELECOMMUNICATIONS IEEE Transactions on Cognitive Communications and Networking Pub Date : 2024-11-22 DOI:10.1109/TCCN.2024.3504491
Naru Jai;Yi Shi;Masoud Olfat;Jeffrey H. Reed;Luiz DaSilva;Wenjing Lou;Y. Thomas Hou
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Abstract

In Citizen Broadband Radio Service (CBRS), upon the activation of a Dynamic Protection Area (DPA), a subset of CBRS Devices (CBSDs) from both the Priority Access License (PAL) and General Authorized Access (GAA) users must be moved to other channels or cease transmission so that the 95th percentile aggregate interference level to the incumbent Navy radars, across all directional beams, can be kept under a pre-defined interference threshold. An important performance objective is to make this CBSD move list as small as possible so that the adverse impact on the PAL and GAA users can be minimized. Move lists obtained by the state-of-the-art algorithms tend to be unnecessarily large due to their designs; nor can they offer the required differentiated service between the PAL and GAA users. This paper presents an optimization-based algorithm (called OML) to find the minimum move list. The essence of OML encompasses holistic considerations of all DPA points and all beam directions simultaneously in its formulation, a two-stage optimization process with a priority to PAL CBSDs, and the use of a small subset of DPA points to expedite computation time. Experimental results show significant improvement of OML over the state-of-the-art in its abilities to find a smaller move list and to offer priority to PAL over GAA CBSDs while meeting interference protection at all DPA points.
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CBRS 动态保护区的优化移动列表
在公民宽带无线电服务(CBRS)中,在激活动态保护区(DPA)后,来自优先接入许可证(PAL)和一般授权接入(GAA)用户的CBRS设备(cbsd)的一个子集必须移动到其他信道或停止传输,以便将现有海军雷达在所有方向波束上的第95个百分点的总干扰水平保持在预定义的干扰阈值下。一个重要的性能目标是使这个CBSD移动列表尽可能小,以便对PAL和GAA用户的不利影响可以最小化。由最先进的算法获得的移动列表往往由于其设计而不必要地大;它们也不能为PAL和GAA用户提供所需的差异化服务。本文提出了一种基于优化的最小移动列表查找算法(OML)。OML的本质包括在其公式中同时考虑所有DPA点和所有波束方向的整体考虑,优先考虑PAL cbsd的两阶段优化过程,以及使用一小部分DPA点来加快计算时间。实验结果表明,OML在寻找更小的移动列表以及在满足所有DPA点的干扰保护的同时,为PAL提供优先级而不是GAA cbsd的能力方面比最先进的技术有了显着提高。
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来源期刊
IEEE Transactions on Cognitive Communications and Networking
IEEE Transactions on Cognitive Communications and Networking Computer Science-Artificial Intelligence
CiteScore
15.50
自引率
7.00%
发文量
108
期刊介绍: The IEEE Transactions on Cognitive Communications and Networking (TCCN) aims to publish high-quality manuscripts that push the boundaries of cognitive communications and networking research. Cognitive, in this context, refers to the application of perception, learning, reasoning, memory, and adaptive approaches in communication system design. The transactions welcome submissions that explore various aspects of cognitive communications and networks, focusing on innovative and holistic approaches to complex system design. Key topics covered include architecture, protocols, cross-layer design, and cognition cycle design for cognitive networks. Additionally, research on machine learning, artificial intelligence, end-to-end and distributed intelligence, software-defined networking, cognitive radios, spectrum sharing, and security and privacy issues in cognitive networks are of interest. The publication also encourages papers addressing novel services and applications enabled by these cognitive concepts.
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