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基于虚拟天线阵和分数傅里叶变换的无线定位到达时间估计。

Virtual Antenna Array and Fractional Fourier Transform-Based TOA Estimation for Wireless Positioning.

机构信息

School of Electronic and Information Engineering, Xi'an Jiaotong University, No. 28 West Xianning Road, Xi'an 710049, China.

出版信息

Sensors (Basel). 2019 Feb 2;19(3):638. doi: 10.3390/s19030638.

Abstract

In this paper, a novel virtual antenna array and fractional Fourier transform (FRFT)-based 2-dimension super-resolution time-of-arrival (TOA) estimation algorithm for OFDM WLAN systems has been proposed. The proposed algorithm employs channel frequency responses (CFRs) at the equi-spaced positions on a line or quasi-line moving trajectory, i.e., the CFRs of a virtual antenna array, to extract multipaths' TOA information. Meanwhile, a new chirp-like quadratic function is used to approximate the channel multipaths' phase variation across the space dimension, which is more reasonable than the traditional linear function, especially for relatively big virtual antenna array sizes. By exploiting the property of chirp-like multipaths' energy concentration in the FRFT domain, the FRFT can be first used to separate chirp-like multipath components, then the existing TOA estimation methods in frequency domain can be further employed on the separated multipath components to obtain the multipaths' TOA estimates. Therefore, the proposed algorithm can make more use of the multipaths' characteristics in the space dimension, thus it can efficiently enhance the multipath resolution and achieve better multipaths' TOA estimation performance without requiring a real antenna array. Simulation results demonstrate the effectiveness of the proposed algorithm.

摘要

本文提出了一种新颖的基于虚拟天线阵和分数阶傅里叶变换(FRFT)的二维超分辨率到达时间(TOA)估计算法,用于 OFDM WLAN 系统。该算法利用在线性或准线性移动轨迹上等间隔位置的信道频率响应(CFRs),即虚拟天线阵的 CFRs,提取多径的 TOA 信息。同时,采用一种新的类啁啾二次函数来近似信道多径在空间维的相位变化,这比传统的线性函数更合理,特别是对于相对较大的虚拟天线阵尺寸。利用 FRFT 域中类啁啾多径能量集中的特性,首先可以使用 FRFT 来分离类啁啾多径分量,然后可以在分离的多径分量上进一步采用现有的频域 TOA 估计方法来获得多径的 TOA 估计。因此,所提出的算法可以更好地利用多径在空间维的特性,从而有效地提高多径分辨率,并实现更好的多径 TOA 估计性能,而无需实际的天线阵。仿真结果验证了该算法的有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9601/6387055/b3c2dc34549d/sensors-19-00638-g001.jpg

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