Age-of-Information Optimization for NOMA-Assisted Wireless Backscatter Networks

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2024-10-18 DOI:10.1109/LWC.2024.3483574
Yuanhong Wu;Feng Ke;Ying Loong Lee;Dong Li
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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.
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NOMA 辅助无线反向散射网络的信息时代优化
在需要频繁状态更新的实时应用程序中,通过信息年龄(AoI)量化的信息的新鲜度是至关重要的。这封信的重点是非正交多址(NOMA)辅助无线反向散射网络,包括新鲜度敏感和非敏感节点。我们提出了一个包含反向散射系数配置、节点匹配和时隙分配的联合优化问题。为了解决这个问题,我们引入了一种计算效率高的后向散射节点匹配算法。我们的迭代方法交替优化后向散射系数和时隙分配,以最小化新鲜度敏感节点的平均AoI。具体来说,我们利用二次变换和泰勒展开将分数阶规划问题转化为线性规划问题。通过调整约束条件实现动态时隙分配。仿真验证了算法在选择性地降低关键节点的平均AoI方面的有效性,保证了信息的高新鲜度和及时的状态更新。
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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
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.
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