基于载波传感的无线局域网在瑞利衰落和阴影条件下的能效感知动态速率和功率自适应

IF 7.5 2区 计算机科学 Q1 TELECOMMUNICATIONS
Md. Forkan Uddin
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引用次数: 0

摘要

我们考虑了在存在路径损耗、瑞利衰落和对数正态阴影的情况下,基于载波传感的无线局域网(WLAN)中用户数据传输速率和传输功率的能效动态适应问题。针对数据包传输,我们提出了一个优化问题,并求解了该问题,同时提出了一种速率和传输功率适应方案,以及一种数据包传输限制方法,以实现最佳能效。在数据包传输限制方法中,如果用户的瞬时信道增益低于阈值,则该用户不传输数据包。为了评估拟议方案的性能,我们开发了分析模型,用于计算拟议方案下 WLAN 的吞吐量和能效,并考虑了饱和流量条件。然后,我们通过仿真验证了分析模型。我们发现,如果包含数据包传输的限制方法,建议方案能提供更好的吞吐量和能源效率,同时具有可接受的吞吐量公平性。通过分析模型和仿真,我们证明了与传统的非自适应方案和现有的最相关自适应方案相比,所提出的方案在吞吐量、能源效率和公平性指数方面都有显著提高。在公平指数为 0.8 的情况下,与现有自适应方案相比,拟议方案的吞吐量和能效分别提高了约 75% 和 103%。我们还研究了各种系统参数对吞吐量和能效的影响,并提供了各种工程见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy efficiency aware dynamic rate and power adaptation in carrier sensing based WLANs under Rayleigh fading and shadowing

We consider the problem of energy efficiency aware dynamic adaptation of data transmission rate and transmission power of the users in carrier sensing based Wireless Local Area Networks (WLANs) in the presence of path loss, Rayleigh fading and log-normal shadowing. For a data packet transmission, we formulate an optimization problem, solve the problem, and propose a rate and transmission power adaptation scheme with a restriction methodology of data packet transmission for achieving the optimal energy efficiency. In the restriction methodology of data packet transmission, a user does not transmit a data packet if the instantaneous channel gain of the user is lower than a threshold. To evaluate the performance of the proposed scheme, we develop analytical models for computing the throughput and energy efficiency of WLANs under the proposed scheme considering a saturation traffic condition. We then validate the analytical models via simulation. We find that the proposed scheme provides better throughput and energy efficiency with acceptable throughput fairness if the restriction methodology of data packet transmission is included. By means of the analytical models and simulations, we demonstrate that the proposed scheme provides significantly higher throughput, energy efficiency and fairness index than a traditional non-adaptive scheme and an existing most relevant adaptive scheme. Throughput and energy efficiency gains obtained by the proposed scheme with respect to the existing adapting scheme are about 75% and 103%, respectively, for a fairness index of 0.8. We also study the effect of various system parameters on throughput and energy efficiency and provide various engineering insights.

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来源期刊
Digital Communications and Networks
Digital Communications and Networks Computer Science-Hardware and Architecture
CiteScore
12.80
自引率
5.10%
发文量
915
审稿时长
30 weeks
期刊介绍: Digital Communications and Networks is a prestigious journal that emphasizes on communication systems and networks. We publish only top-notch original articles and authoritative reviews, which undergo rigorous peer-review. We are proud to announce that all our articles are fully Open Access and can be accessed on ScienceDirect. Our journal is recognized and indexed by eminent databases such as the Science Citation Index Expanded (SCIE) and Scopus. In addition to regular articles, we may also consider exceptional conference papers that have been significantly expanded. Furthermore, we periodically release special issues that focus on specific aspects of the field. In conclusion, Digital Communications and Networks is a leading journal that guarantees exceptional quality and accessibility for researchers and scholars in the field of communication systems and networks.
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