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具有射频能量收集的可重构智能表面辅助智能电网广域网性能分析
Performance Analysis of RIS-Assisted Smart Grid Wide Area Network With RF Energy Harvesting
| 作者 | Kandi Veera Venkata Ramana · Hemanta Kumar Sahu |
| 期刊 | IEEE Access |
| 出版日期 | 2025年1月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 可靠性分析 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 | 可重构智能表面 智能电网通信网络 射频能量收集 平均误比特概率 蒙特卡罗仿真 |
语言:
中文摘要
本文全面分析可重构智能表面辅助智能电网通信网络与射频能量收集的性能。考虑广域网中家用电器在活动和休眠状态间动态切换,采用马尔科夫链耦合Saleh-Valenzuela信道建模。详细评估关键系统参数包括活动电器数量、流量强度、功率分配比、RIS反射器和距离。研究表明所提系统显著增强通信性能,相比无RIS或RF能量收集的传统智能电网广域网,平均误比特率改善达7dB信噪比提升。推导RIS双跳和RIS作为发射机的闭式平均误比特率表达式,蒙特卡罗仿真验证分析结果。研究凸显RIS和能量收集技术改善未来智能电网能效和可靠性的潜力。
English Abstract
This paper presents a comprehensive performance analysis of a reconfigurable intelligent surface (RIS)-assisted smart grid (SG) communication network with radio-frequency (RF) energy harvesting (EH). Here, we have considered a wide area network (WAN) where the dynamic behaviour of home appliances (HAs) switches between active and doze states. The switching action is modelled using a Markov chain coupled with a Saleh-Valenzuela (S-V) channel. These assumptions enable a detailed evaluation of key system parameters, including the number of active appliances, traffic intensity, power splitting ratio, RIS reflectors, and distances between HAs and the control unit (CU). Our study reveals that the proposed system significantly enhances communication performance compared to conventional SG WANs without RIS or RF EH. Specifically, a notable improvement in average bit error probability (ABEP) is demonstrated, achieving up to 7 dB signal-to-noise (SNR) enhancement over benchmarks under identical conditions. We have derived the closed-form average bit error probability (ABEP) expressions for both RIS with dual-hop (RIS-DH) and RIS as transmitter (RIS-T) cases. The results demonstrate that increasing the number of active appliances, traffic intensity, power splitting ratio, and fading severity impacts overall system performance. The derived analytical results are validated through Monte Carlo simulations. This work highlights the potential of RIS and EH technologies to improve energy efficiency and reliability in future SG networks.
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SunView 深度解读
该RIS通信技术对阳光电源智能电网解决方案具有前瞻价值。阳光工商业光伏和储能系统需要可靠的通信链路连接云平台和本地设备,该智能表面技术可优化电站无线通信覆盖和质量。结合阳光iSolarCloud平台的边缘计算能力,可降低通信功耗,提升海量设备接入能力,支持电站智能运维和虚拟电厂应用,降低通信成本。