利用延迟-失真-速率优化(DDRO)在 5G 新无线电中实现无失真视频无线传输

IF 1.7 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC International Journal of Communication Systems Pub Date : 2024-07-22 DOI:10.1002/dac.5904
K. Maheswari, Nimmagadda Padmaja
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引用次数: 0

摘要

摘要 本文开发了一种在新无线电(NR)5G 平台上进行视频通信的新策略,并将其命名为 ViNR。在对 ViNR 服务质量(QoS)系统设计进行优化的支持下,我们将过时的 R-D 优化扩展为一种新型的延迟-失真-速率优化(DDRO)控制方法。整个模型分为两类编码:信源编码和信道编码。在信源编码方面,我们将独立预测帧的帧间预测方法(IPPP)与拉格朗日乘法器优化相结合。信道编码与延迟失真最小化和利用子片分配方面的资源分配优化获得最大速率密切相关。为了利用 DDR 的优化来执行这种子片资源分配,本研究预设了隔离资源分配,以确保处理中等延迟和速率问题的各组资源时隙或网格的服务水平概况。广泛的仿真结果表明,在端到端失真度、编码 Y-PSNR、编码比特率、编码时间、端到端 PSNR、优化时间和完整计算时间等指标上,拟议算法 NR-DDRO 实现了更好的延迟、失真和速率等 QoS 参数。
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Distortion-less video wireless transmission in 5G new radio using delay-distortion-rate optimization (DDRO)

In this paper, a novel strategy of video communication over a 5G platform of new radio (NR) is developed, and it is named ViNR. With the support of optimization on the ViNR quality of service (QoS) system design, we stretched the outdated R-D optimization to a novel delay-distortion-rate optimization (DDRO) control method. The entire model is partitioned with two types of coding: source coding and channel coding. For source coding, we affianced the inter-frame prediction method of independent predicted frames (IPPPP) with Lagrange multiplier optimization. Channel coding is intricate with the minimization of delay-distortion and getting the most out of the rate using resource allocation optimization in terms of sub-slice allocation. To perform this sub-slice resource assignment with optimization of DDR, the isolation resource allocation is premeditated in this work to ensure the service level profile of various groups of resource slots or grids dealing with the subject of middling delay and rate. The widespread simulation results divulge that the proposed algorithm NR-DDRO achieves better QoS parameters of delay, distortion, and rate with the metrics of end-to-end distortion, encoding Y-PSNR, encoding bit rate, encoding time, end-to-end PSNR, optimization time, and complete computation time.

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来源期刊
CiteScore
5.90
自引率
9.50%
发文量
323
审稿时长
7.9 months
期刊介绍: The International Journal of Communication Systems provides a forum for R&D, open to researchers from all types of institutions and organisations worldwide, aimed at the increasingly important area of communication technology. The Journal''s emphasis is particularly on the issues impacting behaviour at the system, service and management levels. Published twelve times a year, it provides coverage of advances that have a significant potential to impact the immense technical and commercial opportunities in the communications sector. The International Journal of Communication Systems strives to select a balance of contributions that promotes technical innovation allied to practical relevance across the range of system types and issues. The Journal addresses both public communication systems (Telecommunication, mobile, Internet, and Cable TV) and private systems (Intranets, enterprise networks, LANs, MANs, WANs). The following key areas and issues are regularly covered: -Transmission/Switching/Distribution technologies (ATM, SDH, TCP/IP, routers, DSL, cable modems, VoD, VoIP, WDM, etc.) -System control, network/service management -Network and Internet protocols and standards -Client-server, distributed and Web-based communication systems -Broadband and multimedia systems and applications, with a focus on increased service variety and interactivity -Trials of advanced systems and services; their implementation and evaluation -Novel concepts and improvements in technique; their theoretical basis and performance analysis using measurement/testing, modelling and simulation -Performance evaluation issues and methods.
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