基于自身的多天线频谱传感:在软件定义的无线电测试台上进行实验验证
Daniel Gaetano Riviello1,2, Giusi Alfano3
1Department of Electronics and Telecommunications (DET), Politecnico di Torino, 10129 Turin, Italy.
Sensors (Basel, Switzerland)
|March 14, 2026
概括
罗伊罗伊罗伊 罗伊罗伊罗伊
科学领域:
- 无线通信无线通信
- 信号处理 信号处理
背景情况:
- 频谱传感 (SS) 对6G认知无线电网络 (CRN) 至关重要.
- 没有许可的用户需要动态频谱访问,而不会干扰有许可的用户.
研究的目的:
- 调查多个天线的SS技术.
- 分析RLRT,GLRT,ERD和ED检测方案的性能.
- 使用四个传感器评估具有不同错误报警概率和SNR的探测器.
主要方法:
- 开发了一个软件定义无线电 (SDR) 测试台,使用USRP.
- 进行了初级用户信号传输和二级用户数据采集的实验.
- 将实验结果与使用ROC和性能曲线的模拟结果进行比较.
主要成果:
- 与GLRT,ERD和ED相比,RLRT显示出更高的检测能力.
- 计算了GLRT虚报警概率的明确形式,用于四个天线接收器.
- 实验结果验证了理论分析和SDR实现.
结论:
- 在CRN中,RLRT对多个天线SS非常有效.
- 在现实条件下验证SS技术,SDR测试台至关重要.
- 该研究为未来6G网络设计提供了宝贵的见解.
相关概念视频
Standing Electromagnetic Waves
Electromagnetic waves can be reflected; the surface of a conductor or a dielectric can act as a reflector. As electric and magnetic fields obey the superposition principle, so do electromagnetic waves. The superposition of an incident wave and a reflected electromagnetic wave produces a standing wave analogous to the standing waves created on a stretched string.
Suppose a sheet of a perfect conductor is placed in the yz-plane, and a linearly polarized electromagnetic wave traveling in the...
Suppose a sheet of a perfect conductor is placed in the yz-plane, and a linearly polarized electromagnetic wave traveling in the...
Inductively Coupled Plasma Atomic Emission Spectroscopy: Instrumentation
Inductively coupled plasma (ICP) is the common plasma source used in atomic emission spectroscopy (AES), a technique that detects and analyzes various elements in a sample. This method is often called inductively coupled plasma atomic emission spectroscopy (ICP-AES).
There are three main types of inductively coupled plasma atomic emission spectroscopy (ICP-AES) instruments: sequential, simultaneous multichannel, and Fourier transform instruments, with the latter being less commonly used.
There are three main types of inductively coupled plasma atomic emission spectroscopy (ICP-AES) instruments: sequential, simultaneous multichannel, and Fourier transform instruments, with the latter being less commonly used.
Receiver Operating Characteristic Plot
A ROC (Receiver Operating Characteristic) plot is a graphical tool used to assess the performance of a binary classification model by illustrating the trade-off between sensitivity (true positive rate) and specificity (false positive rate). By plotting sensitivity against 1 - specificity across various threshold settings, the ROC curve shows how well the model distinguishes between classes, with a curve closer to the top-left corner indicating a more accurate model. The area under the ROC curve...
Electronic Distance Measuring Instruments
Electronic Distance Measuring Instruments (EDMs) are essential tools in modern surveying, offering precise distance measurements by emitting electromagnetic signals and calculating the time required for these signals to travel to a target and return. Two primary types of signals are used in EDMs — light waves and microwaves — each suited to specific environmental and distance requirements. Light-wave-based EDMs utilize either infrared or laser light, providing high accuracy over short distances...


