通过发射功率控制优化无人机全双工系统的容量和能效

IF 2 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Minh Tran , Ba Cao Nguyen , Taejoon Kim , Bui Vu Minh , Duc Thinh Vu , Bui Trong Hoang , Van Duan Nguyen
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引用次数: 0

摘要

本文提出在无人机设备上利用全双工(FD)通信来提高无线通信系统的服务质量。我们通过推导两种情况下的遍历能力(ECs)和能源效率(EEs)的封闭表达式来分析所考虑的无人机- fd系统的性能,例如,在Nakagami-m分布上没有和有源-目的地(S-D)通道。由于无人机- fd的高海拔和残余自干扰(RSI)联合效应显著影响系统的ECs和EEs,我们提出了一种无人机- fd发射功率优化算法。数值结果表明,有S-D通道时的EC和EE显著高于无S-D通道时的EC和EE。此外,当发射功率足够高时,没有S-D通道的EC达到饱和上限。发射功率优化是解决这一问题的有效方法。更具体地说,在最佳发射功率下,RSI和负参数的影响大大降低。此外,最优发射功率大大低于常规发射功率。因此,所考虑的无人机- fd系统的功耗大大降低。重要的是,具有最佳发射功率的ec和ee比没有该值的ec和ee要高得多。除了RSI外,UAV-FD的位置对UAV-FD系统的ECs和EEs也有很大的影响。因此,无人机- fd应在适当的位置飞行,以增加ec和ee。另一方面,我们深入研究了关键参数的影响,如频率、带宽、RSI、发射功率、传输速率以及UAV-FD的水平和垂直位置,以获得对UAV-FD系统行为的有价值的见解。基于这些见解,我们提出了一些建议,以提高无人机- fd系统的ECs和EEs。最后,通过蒙特卡罗仿真验证了数学表达式的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing capacity and energy efficiency in UAV full-duplex systems through transmit power control
This article proposes to utilize full-duplex (FD) communication at an unmanned aerial vehicle (UAV) device to improve the quality of service of the wireless communication systems. We analyze the considered UAV-FD systems’ performance by deriving the closed-form expressions of ergodic capacities (ECs) and energy efficiencies (EEs) in two scenarios, e.g., without and with source–destination (S–D) channel over a Nakagami-m distribution. Since the joint effect of high altitude and residual self-interference (RSI) at UAV-FD significantly affects the ECs and EEs of the proposed systems, we propose an algorithm for transmit power optimization at the UAV-FD. Numerical results indicate that the EC and EE with the S–D channel are dramatically higher than the EC and EE without the S–D channel. Moreover, the EC without the S–D channel reaches a saturated ceiling when the transmit power is high enough. To deal with this issue, transmitting power optimization is an effective method. More specifically, the impacts of RSI and negative parameters are greatly reduced with the optimal transmit power. In addition, the optimal transmit power is greatly lower than the conventional transmit power. Thus, the power consumption of the considered UAV-FD systems is dramatically reduced. Importantly, the ECs and EEs with the optimal transmit power are considerably higher than the ECs and EEs without that value. Besides the RSI, the positions of UAV-FD have a strong effect on the ECs and EEs of the UAV-FD systems. Thus, the UAV-FD should fly in appropriate positions to increase the ECs and EEs. On the other hand, we thoroughly examine the impact of key parameters such as frequency, bandwidth, RSI, transmit power, transmission rate, and the horizontal and vertical positions of UAV-FD to gain valuable insights into the behavior of UAV-FD systems. Based on these insights, we propose several recommendations to enhance the ECs and EEs of UAV-FD systems. Finally, Monte-Carlo simulations are conducted to validate the accuracy of the mathematical expressions.
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来源期刊
Physical Communication
Physical Communication ENGINEERING, ELECTRICAL & ELECTRONICTELECO-TELECOMMUNICATIONS
CiteScore
5.00
自引率
9.10%
发文量
212
审稿时长
55 days
期刊介绍: PHYCOM: Physical Communication is an international and archival journal providing complete coverage of all topics of interest to those involved in all aspects of physical layer communications. Theoretical research contributions presenting new techniques, concepts or analyses, applied contributions reporting on experiences and experiments, and tutorials are published. Topics of interest include but are not limited to: Physical layer issues of Wireless Local Area Networks, WiMAX, Wireless Mesh Networks, Sensor and Ad Hoc Networks, PCS Systems; Radio access protocols and algorithms for the physical layer; Spread Spectrum Communications; Channel Modeling; Detection and Estimation; Modulation and Coding; Multiplexing and Carrier Techniques; Broadband Wireless Communications; Wireless Personal Communications; Multi-user Detection; Signal Separation and Interference rejection: Multimedia Communications over Wireless; DSP Applications to Wireless Systems; Experimental and Prototype Results; Multiple Access Techniques; Space-time Processing; Synchronization Techniques; Error Control Techniques; Cryptography; Software Radios; Tracking; Resource Allocation and Inference Management; Multi-rate and Multi-carrier Communications; Cross layer Design and Optimization; Propagation and Channel Characterization; OFDM Systems; MIMO Systems; Ultra-Wideband Communications; Cognitive Radio System Architectures; Platforms and Hardware Implementations for the Support of Cognitive, Radio Systems; Cognitive Radio Resource Management and Dynamic Spectrum Sharing.
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