论文标题
有效的宽带DOA估计,具有稳健的迭代方法,用于均匀的圆形阵列
Efficient Wideband DoA Estimation with a Robust Iterative Method for Uniform Circular Arrays
论文作者
论文摘要
到达方向(DOA)是无线通道估计中的关键参数。随着无线通信系统中高数据速率和无处不在的设备的不断增长的要求,有效的宽带DOA估计是可取的。在本文中,提出了一种迭代相干信号空间方法,包括每次迭代中的三个主要步骤,用于宽带二维(2D)DOA估计,具有均匀的圆形阵列。第一步选择了后续聚焦过程的部分频率点。第二步执行了聚焦过程,其中设计角度间隔是为了生成具有稳健性的聚焦矩阵,并且在选定频率点处的信号 - 空格聚焦于参考频率。第三步估计DOA具有多个信号分类(音乐)算法,其中音乐空间频谱的范围受到上述角度间隔的约束。根据先前迭代中的估计结果对当前迭代中提出的方法的关键参数进行了调整。此外,DOA估计方案的Cramér-rao限制是根据绩效基准得出的,基于该基准,根据该基准提供了实际应用指南。模拟结果表明,与基准方法相比,提出的方法具有更好的估计性能和优选效率。
Direction-of-arrival (DoA) is a critical parameter in wireless channel estimation. With the ever-increasing requirement of high data rate and ubiquitous devices in wireless communication systems, effective wideband DoA estimation is desirable. In this paper, an iterative coherent signal-subspace method including three main steps in each iteration is proposed for wideband two-dimensional (2D) DoA estimation with a uniform circular array. The first step selects partial frequency points for the subsequent focusing process. The second step performs the focusing process, where the angle intervals are designed to generate focusing matrices with robustness, and the signal-subspaces at the selected frequency points are focused into a reference frequency. The third step estimates DoAs with the multiple signal classification (MUSIC) algorithm, where the range of the MUSIC spatial spectrum is constrained by the aforementioned angle intervals. The key parameters of the proposed method in the current iteration are adjusted based on the estimation results in the previous iterations. Besides, the Cramér-Rao bound of the investigated scenario of DoA estimation is derived as a performance benchmark, based on which the guidelines for practical application are provided. The simulation results indicate the proposed method enjoys better estimation performance and preferable efficiency when compared with the benchmark methods.