在NLOS场景中,RIS辅助的反空间别名直接定位通过时空频率信息融合在NLOS场景中
Jingjing Li1, Jianhui Wang2, Lihao Liu1
1School of Information and Communication Engineering, Information Engineering University, Zhengzhou, 450001, China.
Scientific reports
|August 1, 2025
概括
本研究介绍了一种用于在具有挑战性的非视线 (NLOS) 环境中精确定位无线设备的新系统,该系统使用可重新配置的智能表面 (RIS). 这种新方法有效地克服了高频信号定位中常见的空间别名问题.
科学领域:
- 无线通信是一种无线通信.
- 信号处理 信号处理
- 定位技术的技术定位技术.
背景情况:
- 无线环境越来越复杂,需要精确的定位,特别是在非视线 (NLOS) 条件下.
- 传统的方法在NLOS和诸如空间别名等高频挑战中扎.
- 可重新配置的智能表面 (RIS) 为虚拟信号路径创建提供了潜力,但面临着局限性.
研究的目的:
- 开发一种新的RIS辅助定位系统,用于NLOS场景中的高频信号定位.
- 为解决与高频RIS辅助本地化固有的空间别名问题.
- 提出一个具有成本效益的系统和一个强大的本地化算法.
主要方法:
- 开发了一个时空频率信息融合 (STFIF) 直接定位算法.
- 集成的稀疏信号重建,使用半确定的编程进行空间参数估计.
- 采用频率差异处理来缓解通过RIS的时间变化配置的空间别名和时间域利用.
主要成果:
- 在高频应用中,STFIF算法有效地解决了空间别名.
- 与现有的基于频率差异的技术相比,证明了更高的性能.
- 在单个和多个快照场景中实现了强大的本地化.
结论:
- 拟议的RIS辅助定位系统和STFIF算法为高频NLOS定位提供了显著的进步.
- 该系统是强大的,具有成本效益,并证明了实际应用.
- 这种方法有效地克服了先进无线本地化的关键挑战.
相关概念视频
Aliasing
229
Accurate signal sampling and reconstruction are crucial in various signal-processing applications. A time-domain signal's spectrum can be revealed using its Fourier transform. When this signal is sampled at a specific frequency, it results in multiple scaled replicas of the original spectrum in the frequency domain. The spacing of these replicas is determined by the sampling frequency.
If the sampling frequency is below the Nyquist rate, these replicas overlap, preventing the original...
If the sampling frequency is below the Nyquist rate, these replicas overlap, preventing the original...
229
Linear Approximation in Frequency Domain
131
Linear systems are characterized by two main properties: superposition and homogeneity. Superposition allows the response to multiple inputs to be the sum of the responses to each individual input. Homogeneity ensures that scaling an input by a scalar results in the response being scaled by the same scalar.
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
131
Relative Motion Analysis using Rotating Axes-Problem Solving
449
Consider a crane whose telescopic boom rotates with an angular velocity of 0.04 rad/s and angular acceleration of 0.02 rad/s2. Along with the rotation, the boom also extends linearly with a uniform speed of 5 m/s. The extension of the boom is measured at point D, which is measured with respect to the fixed point C on the other end of the boom. For the given instant, the distance between points C and D is 60 meters.
Here, in order to determine the magnitude of velocity and acceleration for point...
Here, in order to determine the magnitude of velocity and acceleration for point...
449
Relative Motion Analysis using Rotating Axes
533
Consider a component AB undergoing a linear motion. Along with a linear motion, point B also rotates around point A. To comprehend this complex movement, position vectors for both points A and B are established using a stationary reference frame.
However, to express the relative position of point B relative to point A, an additional frame of reference, denoted as x'y', is necessary. This additional frame not only translates but also rotates relative to the fixed frame, making it...
However, to express the relative position of point B relative to point A, an additional frame of reference, denoted as x'y', is necessary. This additional frame not only translates but also rotates relative to the fixed frame, making it...
533
Linear Approximation in Time Domain
125
Nonlinear systems often require sophisticated approaches for accurate modeling and analysis, with state-space representation being particularly effective. This method is especially useful for systems where variables and parameters vary with time or operating conditions, such as in a simple pendulum or a translational mechanical system with nonlinear springs.
For a simple pendulum with a mass evenly distributed along its length and the center of mass located at half the pendulum's length,...
For a simple pendulum with a mass evenly distributed along its length and the center of mass located at half the pendulum's length,...
125


