{"title":"Age-of-Information Optimization for NOMA-Assisted Wireless Backscatter Networks","authors":"Yuanhong Wu;Feng Ke;Ying Loong Lee;Dong Li","doi":"10.1109/LWC.2024.3483574","DOIUrl":null,"url":null,"abstract":"In real-time applications requiring frequent status updates, the freshness of information, quantified by the age of information (AoI), is of utmost importance. This letter focuses on non-orthogonal multiple access (NOMA)-assisted wireless backscatter networks comprising freshness-sensitive and non-sensitive nodes. We formulate a joint optimization problem encompassing backscatter coefficient configuration, node matching, and time slot allocation. To solve this, we introduce a computationally efficient backscatter node matching algorithm. Our iterative approach optimizes backscatter coefficients and time slot allocation alternately to minimize the average AoI of freshness-sensitive nodes. Specifically, we transform the fractional programming problem into a linear one using quadratic transform and Taylor expansion. Dynamic time slot allocation is achieved by adjusting constraints. Simulations verify our algorithm’s effectiveness in selectively reducing the average AoI of critical nodes, ensuring high information freshness and timely status updates.","PeriodicalId":13343,"journal":{"name":"IEEE Wireless Communications Letters","volume":"13 12","pages":"3623-3627"},"PeriodicalIF":5.5000,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Wireless Communications Letters","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10722857/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
In real-time applications requiring frequent status updates, the freshness of information, quantified by the age of information (AoI), is of utmost importance. This letter focuses on non-orthogonal multiple access (NOMA)-assisted wireless backscatter networks comprising freshness-sensitive and non-sensitive nodes. We formulate a joint optimization problem encompassing backscatter coefficient configuration, node matching, and time slot allocation. To solve this, we introduce a computationally efficient backscatter node matching algorithm. Our iterative approach optimizes backscatter coefficients and time slot allocation alternately to minimize the average AoI of freshness-sensitive nodes. Specifically, we transform the fractional programming problem into a linear one using quadratic transform and Taylor expansion. Dynamic time slot allocation is achieved by adjusting constraints. Simulations verify our algorithm’s effectiveness in selectively reducing the average AoI of critical nodes, ensuring high information freshness and timely status updates.
期刊介绍:
IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.