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An adaptive beamforming technique based on cyclostationary signal properties

机译:基于循环平稳信号特性的自适应波束成形技术

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A new approach to adaptive beamforming is presented. The method is based on the property of cyclostationary signals to generate spectral lines when they pass through certain nonlinear transformations. The beamformer coefficients are selected according to a new optimization objective, which consists on minimizing the mean square error between the array output after the nonlinearity and a complex exponential. This approach optimally extracts any signal that generates a spectral line at the same frequency as the reference complex exponential. A gradient-based algorithm is derived to compute the optimum weights. Since the proposed cost function is a nonconvex function of the array coefficients, minima are analyzed for the three most common types of perturbations found in communications: Gaussian noise, multiple interferences, and multipath propagation. It is demonstrated via analysis and simulations that minima correspond to points where output noise power is minimized, interferences are canceled, and intersymbol interference is removed, i.e., the beamformer eliminates the distortion introduced by the radiocommunication channel.
机译:提出了一种新的自适应波束成形方法。该方法基于循环平稳信号的特性,当它们经过某些非线性变换时会生成谱线。根据新的优化目标选择波束形成器系数,该优化目标包括最小化非线性后的阵列输出与复指数之间的均方误差。此方法可以最佳地提取任何以与参考复数指数相同的频率生成谱线的信号。导出基于梯度的算法以计算最佳权重。由于拟议的成本函数是阵列系数的非凸函数,因此对通信中发现的三种最常见的扰动类型进行了极小值分析:高斯噪声,多重干扰和多径传播。通过分析和模拟表明,最小值对应于输出噪声功率最小化,干扰被消除,符号间干扰被消除的点,即,波束形成器消除了无线电通信信道引入的失真。

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