一种基于并行次梯度投影技术的加速声回波抵消算法
doi: 10.3724/SP.J.1146.2007.00739
An Accelerated Acoustic Echo Cancellation Algorithm Based on Parallel Subgradient Projection Technique
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摘要: 该文在并行次梯度投影技术(Parallel Subgradient Projection,PSP)的基础上,提出一种加速回波抵消算法。加速算法通过一种角度寻优策略,对由分属不同状态下的输入信号组成的空间进行寻优,从而找到一对最优投影空间。然后向这一对最优半空间的交集投影,实现对自适应算法的加速。实验仿真表明,加速算法相比传统方法收敛速率更快,无论是用均方误差还是自适应滤波器失准(Echo Path Misalignment)指标衡量加速算法在性能上都有一定程度的提升。Abstract: An accelerated acoustic echo cancellation algorithm is proposed in this paper based on Parallel Subgradient Projection (PSP) technique. Through the angle optimization strategy, accelerated method optimizes the input signal spaces belong to different states and finds a pair of optimal projection spaces. Then adaptive algorithm can be accelerated by projection onto the pair of optimal half spaces. Experiment indicates the accelerated method possesses more rapid convergence speed than traditional algorithm. Additional, system performance gets promoted no matter evaluated by mean square error or echo path misalignment.
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