1. 西安电子科技大学雷达信号处理重点实验室!西安
2. 710071
3. 西安交通大学机械工程学院机械电子系!西安
4. 710049
纸质出版:1999
移动端阅览
[1]冯大政,史维祥.有效的自适应波达方向盲估计算法[J].电子学报,1999(03):1-4.
Feng Dazheng. An Efficient Algorithm for Adaptive Blind Direction-of-Arrival Estimation[J]. Acta Electronica Sinica, 1999, (3): 1-4.
本文在分析各种自适应信号盲分离算法渐近稳定性基础上,提出了一种有效的自适应学习算法用于波达方向宫估计研究了算法的有界性和渐近稳定性.以渐近稳定性为前提,给出了算法中非线性函数的适当选择.为了抑制噪声和估计信源数,在算法中还增加了白化过程.仿真研究表明,算法是有效的而鲁棒的,其能够从有噪声的阵元信号中估计波达方向。
The blind direction-of-arrival estimation implies estimating direction-of-arrival of source signals under the unknown channel structure and responSe and can extensively be aPPlied to wireless communications
radar
sonar and so on.Since the convergence of the existed adaptive blind separation algorithms is dependent on the statistic properties of the unknown source signals
in order to overcome this shortcoming
we propose an efficient algorithm for adaptive blind direction-ofarrival estimation based on the asymptotically convergent analysis for the available adaptive blind separation algorithms. Its handedness and asymptotic stability are given and proved. According to the requirement of the asymptotic stability of algorithm
we select appropriately the nonlinear functions in algorithm. For inhibiting the noise and estimating the number of sources
this algorithm also includes the whitening prccers of signals. The simulation rlts show that algorithm is efficient and robust
and estimates the direction-of-arrival from the source signals with noise.
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