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A Robust Adaptive Acoustic Echo Cancellation (AEC) for Hands-free Communications using a Low Computational Cost Algorithm in Frequency Domain

机译:在频域中使用低计算成本算法的免提通信鲁棒自适应声学回声消除(AEC)

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This study presents a new algorithm for cancelling the acoustic echo, which is a major problem for hands-free communications. The proposed adaptive Acoustic Echo Canceller algorithm is designed and developed using a digital signal processing technique in frequency domain. The main scope of this study is to implement this module, benefiting the advantage of circular convolution properties and Fast Fourier Transform (FFT) with high computation speed in frequency domain rather than adaptive algorithms Normalized Least Mean Square (NLMS) and Recursive Least Square (RLS) in time domain with high complexity, also the simplicity of the implementation using SIMULINK programming. The results obtained at the simulation level prove the module behavior for cancellation of echo for hands free communications using adaptive algorithm frequency domain. Nevertheless, our algorithm shows more performances in terms of convergence and complexity. Our algorithm has been verified using the ERLE criteria to measure the attenuation of the echo signal at the output of an AEC; at this level we obtained the best values according to IUT-T recommendation G.168.
机译:这项研究提出了一种消除声学回声的新算法,这是免提通信的一个主要问题。提出的自适应声回波抵消器算法是在频域中使用数字信号处理技术设计和开发的。本研究的主要范围是实施该模块,从而受益于圆卷积属性和快速傅立叶变换(FFT)在频域中具有高计算速度的优势,而不是自适应算法的标准化最小均方(NLMS)和递归最小二乘(RLS) )在时域中具有很高的复杂性,同时也简化了使用SIMULINK编程的实现。在仿真级别获得的结果证明了使用自适应算法频域的免提通信回声消除模块的行为。尽管如此,我们的算法在收敛性和复杂性方面表现出更多的性能。我们的算法已经使用ERLE标准进行了验证,可以测量AEC输出处回声信号的衰减。在此级别上,我们根据IUT-T建议G.168获得了最佳值。

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