随机接收方向窄视场VLC系统的信道估计与误差分析

IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
K. Nagaraja;Soumya P. Dash;Debasish Ghose
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引用次数: 0

摘要

随着用户需求的快速增长,可见光通信(VLC)已成为下一代无线通信网络的一种有前途的技术,以补充有限的无线电频谱。然而,VLC信道的可靠性很大程度上取决于视距链路的方向,因为接收到的信号强度对发射器和接收器之间的角度对准很敏感。本文通过考虑一个VLC系统来研究这方面,其中发光二极管(LED)发射器采用二进制调制将数据传输到光电探测器接收器,该接收器相对于发射器LED的方向在窄视场(FoV)内随机变化。接收机的这种随机方向由$\theta _{1}$和$\theta _{2}$之间的均匀分布来建模,其中对于$\theta _{1}$和$\theta _{2}$的各种组合,导出了信道增益平方的概率密度函数。此外,采用最优的最大似然接收器结构,推导了VLC系统具有完全信道增益知识和系统在数据传输前使用最小二乘技术进行信道估计时的符号错误概率(SEPs)的序列形式表达式。给出了数值结果来证实分析框架,其中验证了统计表征的正确性,并给出了SEPs随系统参数的变化。观察到窄视场在VLC系统的优越性能中起着至关重要的作用,通过提高系统的信噪比来实现较低的SEP值和减轻SEP中的饱和。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Channel Estimation and Error Analysis of a Narrow FoV VLC System With Random Receiver Orientation
With the rapid increase in user demands, visible light communication (VLC) has been emerging as a promising technology for next-generation wireless communication networks to supplement the limited radio frequency spectrum. However, the reliability of VLC channels significantly depends on the orientation of the line-of-sight links, as the received signal strength is sensitive to the angular alignment between the transmitter and receiver. This paper studies this aspect by considering a VLC system where the light-emitting diode (LED) transmitter employs a binary modulation to transmit data to a photodetector receiver whose orientation with respect to the transmitter LED varies randomly within a narrow field-of-view (FoV). This random orientation of the receiver is modeled by a uniform distribution between $\theta _{1}$ and $\theta _{2}$ for which the probability density functions for the square of the channel gain are derived for various combinations of $\theta _{1}$ and $\theta _{2}$ . Furthermore, employing optimal maximum likelihood receiver structures, series form expressions for the symbol error probabilities (SEPs) are derived for the cases when the VLC system has perfect knowledge of the channel gain and when the system utilizes the least-square technique for channel estimation prior to data transmission. Numerical results are presented to corroborate the analytical framework wherein the correctness of the statistical characterization is verified, and the variations of the SEPs are presented with the system parameters. It is observed that a narrow FoV plays a crucial role in the superior performance of the VLC system in terms of achieving a lower SEP value and mitigating saturation in the SEP by increasing the system’s signal-to-noise ratio.
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来源期刊
CiteScore
13.70
自引率
3.80%
发文量
94
审稿时长
10 weeks
期刊介绍: The IEEE Open Journal of the Communications Society (OJ-COMS) is an open access, all-electronic journal that publishes original high-quality manuscripts on advances in the state of the art of telecommunications systems and networks. The papers in IEEE OJ-COMS are included in Scopus. Submissions reporting new theoretical findings (including novel methods, concepts, and studies) and practical contributions (including experiments and development of prototypes) are welcome. Additionally, survey and tutorial articles are considered. The IEEE OJCOMS received its debut impact factor of 7.9 according to the Journal Citation Reports (JCR) 2023. The IEEE Open Journal of the Communications Society covers science, technology, applications and standards for information organization, collection and transfer using electronic, optical and wireless channels and networks. Some specific areas covered include: Systems and network architecture, control and management Protocols, software, and middleware Quality of service, reliability, and security Modulation, detection, coding, and signaling Switching and routing Mobile and portable communications Terminals and other end-user devices Networks for content distribution and distributed computing Communications-based distributed resources control.
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