Naru Jai;Yi Shi;Masoud Olfat;Jeffrey H. Reed;Luiz DaSilva;Wenjing Lou;Y. Thomas Hou
{"title":"An Optimized Move List for Dynamic Protection Area in CBRS","authors":"Naru Jai;Yi Shi;Masoud Olfat;Jeffrey H. Reed;Luiz DaSilva;Wenjing Lou;Y. Thomas Hou","doi":"10.1109/TCCN.2024.3504491","DOIUrl":null,"url":null,"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.","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"11 3","pages":"1382-1396"},"PeriodicalIF":7.0000,"publicationDate":"2024-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Cognitive Communications and Networking","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10764730/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"TELECOMMUNICATIONS","Score":null,"Total":0}
引用次数: 0
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.
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.