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Spatially Robust Audio Compensation Based on SIMO Feedforward Control

机译:基于SIMO前馈控制的空间鲁棒性音频补偿

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摘要

This paper introduces a single-input multiple-output (SIMO) feedforward approach to the single-channel loudspeaker equalization problem. Using a polynomial multivariable control framework, a spatially robust equalizer is derived based on a set of room transfer functions (RTFs) and a multipoint mean-square error (MSE) criterion. In contrast to earlier multipoint methods, the polynomial approach provides analytical expressions for the optimum filter, involving the RTF polynomials and certain spatial averages thereof. However, a direct use of the optimum solution is questionable from a perceptual point of view. Despite its multipoint MSE optimality, the filter exhibits similar, albeit less severe, problems as those encountered in nonrobust single-point designs. First, in the case of mixed phase design it is shown to cause residual "pre-ringings" and undesirable magnitude distortion in the equalized system. Second, due to insufficient spatial averaging when using a limited number of RTFs in the design, the filter is overfitted to the chosen set of measurement points, thus providing insufficient robustness. A remedy to these two problems is proposed, based on a constrained MSE design and a method for clustering of RTF zeros. The outcome is a mixed phase compensator with a time-domain performance preferable to that of the original unconstrained design.
机译:本文介绍了一种单输入多输出 (SIMO) 前馈方法来解决单通道扬声器均衡问题。使用多项式多变量控制框架,基于一组房间传递函数 (RTF) 和多点均方误差 (MSE) 准则推导了空间鲁棒均衡器。与早期的多点方法相比,多项式方法提供了最佳滤波器的解析表达式,涉及RTF多项式及其某些空间平均值。然而,从感知的角度来看,直接使用最佳解决方案是值得怀疑的。尽管具有多点 MSE 最优性,但该滤波器表现出与非鲁棒性单点设计中遇到的问题相似的问题,尽管不那么严重。首先,在混合相位设计的情况下,它被证明会在均衡系统中引起残余的“预振铃”和不希望的幅度失真。其次,由于在设计中使用有限数量的RTF时空间平均不足,滤波器过度拟合到所选的测量点集,从而提供足够的鲁棒性。该文基于约束MSE设计和RTF零点聚类方法,提出了解决这两个问题的办法。其结果是混合相位补偿器的时域性能优于原始无约束设计。

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