Pyatin Ilya, Boiko Juliy, Kovtun Viacheslav, Kovtun Oksana
Department of Computer Engineering, Khmelnytskyi Polytechnic Professional College by Lviv Polytechnic National University, Khmelnytskyi, Ukraine.
Department of Telecommunications, Media and Intelligent Technologies, Khmelnytskyi National University, Khmelnytskyi, Ukraine.
PLoS One. 2025 May 22;20(5):e0324170. doi: 10.1371/journal.pone.0324170. eCollection 2025.
Modern 4G/5G technologies aim to enhance data speeds, improve communication quality, and enable innovative services such as IoT and augmented reality. However, their efficiency depends on minimizing distortions in the radio frequency (RF) interface, evaluated through Error Vector Magnitude (EVM). Increased EVM leads to packet losses and reduced throughput, making its reduction essential for stable and high-quality networks. This study investigates the impact of RF interface imperfections on EVM in 4G/5G systems. The analysis was conducted using Simulink models of digital communication transmitters and receivers, incorporating in-phase and quadrature (IQ) imbalance, phase noise, power amplifier (PA) nonlinearity, channel noise, and signal-coding scheme characteristics. The QM78207 chipset, integrating key RF components, was used as an example to reflect the complexity and quality requirements of modern RF interfaces. The results show that the maximum allowable EVM for 64-QAM is 8% (-22 dB). Variations in IQ amplitude imbalance (0-3 dB) increased EVM from -32 dB to -15 dB, while IQ phase imbalance (0°-15°) caused an increase from -32 dB to -17 dB, both for SNR = 50 dB. These findings are valuable for optimizing RF interface designs in 4G/5G systems, ensuring enhanced communication quality and supporting the growing demands for advanced services.
现代4G/5G技术旨在提高数据速度、改善通信质量,并实现诸如物联网和增强现实等创新服务。然而,它们的效率取决于将射频(RF)接口中的失真降至最低,这通过误差向量幅度(EVM)来评估。EVM增加会导致数据包丢失和吞吐量降低,因此降低EVM对于稳定和高质量的网络至关重要。本研究调查了4G/5G系统中RF接口缺陷对EVM的影响。分析是使用数字通信发射机和接收机的Simulink模型进行的,该模型纳入了同相和正交(IQ)不平衡、相位噪声、功率放大器(PA)非线性、信道噪声和信号编码方案特性。集成了关键RF组件的QM78207芯片组被用作示例,以反映现代RF接口的复杂性和质量要求。结果表明,64-QAM的最大允许EVM为8%(-22 dB)。对于SNR = 50 dB,IQ幅度不平衡(0 - 3 dB)的变化使EVM从-32 dB增加到-15 dB,而IQ相位不平衡(0° - 15°)导致EVM从-32 dB增加到-17 dB。这些发现对于优化4G/5G系统中的RF接口设计、确保提高通信质量以及满足对先进服务不断增长的需求具有重要价值。