光通信研究, 2019 (4): 50, 网络出版: 2019-09-09  

基于FFT与稀疏重构的联合DoA估计方法

Joint DoA Estimation Method based on FFT and Sparse Reconstruction
作者单位
1 西安邮电大学 通信与信息工程学院,西安 710121
2 西安交通大学 电子信息学院,西安 710049
摘要
针对稀疏重构波达方向 (DoA)估计方法的角度搜索范围较大导致算法复杂度较高的问题,文章提出一种基于快速傅里叶变换与稀疏重构相结合的DoA估计方法。该方法首先解决了基于经典傅里叶变换的DoA估计方法只能估计出一半角度范围内来波方向的问题,改进后的方法能够估计出整个角度范围内来波方向粗略范围;然后在粗略估计角度的范围内利用稀疏重构的方法进行超分辨力角度估计,极大减少了角度搜索的范围、降低了计算复杂度。仿真结果表明,所提方法不仅能降低计算复杂度,而且在低信噪比和低快拍时角度误差较小。
Abstract
The computational complexity of the sparse reconstruction based on Direction of Arrival (DoA) increases with the search range of angle dramatically. To address this issue, this paper proposes a joint DoA estimation method based on Fast Fourier Transform (FFT) and sparse reconstruction.Firstly, the method solves the problem that the DoA estimation method based on the classical Fourier transform that can only estimate the direction of the incoming wave within half of the angular range.Then, the improved method can estimate the rough range of the incoming wave direction over the entire range of angles which can be used to roughly estimate the angle.Moreover, the sparse reconstruction method is used to perform superresolution angle estimation in the range, which greatly reduces the range of angle search and reduces the computational complexity.Simulation results show that the proposed method can not only reduce the computational complexity, but also has less angular error at low signaltonoise ratio and few snapshot.

赵季红, 张佩杰, 曲桦, 王伟华, 张雯. 基于FFT与稀疏重构的联合DoA估计方法[J]. 光通信研究, 2019, 45(4): 50. ZHAO Jihong, ZHANG Peijie, QU Hua, WANG Weihua, ZHANG Wen. Joint DoA Estimation Method based on FFT and Sparse Reconstruction[J]. Study On Optical Communications, 2019, 45(4): 50.

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!