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11.25-ms-Group-Delay and Low-Complexity Algorithm Design of 18-Band Quasi-ANSI S1.11 1/3 Octave Digital Filterbank for Hearing Aids

机译:用于助听器的18频段准ANSI S1.11 1/3倍频程数字滤波器组的11.25毫秒群延迟和低复杂度算法设计

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This paper presents a novel algorithm and architecture design for 18-band quasi-class-2 ANSI S1.11 1/3 octave filterbank. The proposed design has several advantages such as lower group delay, lower computational complexity, and lower matching error. The technique we developed in this paper can be summarized as follows: 1) a simple low-pass filter (LPF) and discrete cosine transform (DCT) modulation are utilized to generate a uniform 9-band filterbank first, and then all elements of are replaced by all-pass filters to obtain a non-uniform filterbank; 2) a fast recursive structure and variable-length algorithm is further developed to efficiently accomplish DCT modulation. Thus, the spectrum of LPF can be easily spanned and flexibly extended to the location of the desired central frequency; 3) after employing the multi-rate algorithm, an 18-band non-uniform filterbank is generated from two 9-band sub filterbanks by following the proposed design steps and parameter determinations. Compared with the latest Liu 's quasi-class-2 ANSI S1.11 design, the proposed method-I (Proposed-I) totally has 72.8% reduction for multiplications per sample, 11.25-ms group delay, and 59 additions decreased per sample. Moreover, the maximum matching error of the proposed method-II (Proposed-II) is averagely equal to 1.79 dB much smaller than that of the latest Wei 's design. For the proposed variable-length DCT modulation, only 2 adders, 2 multipliers, 2 multiplexers, and 5 registers are required for hardware implementation after applying VLSI retiming scheme. Overall, the proposed filterbank design would be a new solution for future applications in the area of hearing aids.
机译:本文提出了一种新的算法和体系结构设计,用于18频段准2类ANSI S1.11 1/3倍频程滤波器组。所提出的设计具有多个优点,例如较低的群延迟,较低的计算复杂度和较低的匹配误差。我们在本文中开发的技术可以概括如下:1)首先利用简单的低通滤波器(LPF)和离散余弦变换(DCT)调制来生成均匀的9波段滤波器组,然后将所有元素用全通滤波器代替以获得不均匀的滤波器组; 2)进一步开发了一种快速递归结构和可变长度算法,以有效地完成DCT调制。因此,LPF的频谱可以轻松扩展并灵活扩展到所需中心频率的位置。 3)在采用多速率算法后,按照建议的设计步骤和参数确定,从两个9频段子滤波器组中生成一个18频段非均匀滤波器组。与最新的Liu的准2类ANSI S1.11设计相比,建议的方法I(建议的I)每个样本的乘法运算总共减少了72.8%,组延迟为11.25-ms,每个样本减少了59次添加。此外,建议的方法II(建议的II)的最大匹配误差平均等于1.79 dB,比最新的Wei设计的误差小得多。对于所提出的可变长度DCT调制,在应用VLSI重定时方案后,只需2个加法器,2个乘法器,2个多路复用器和5个寄存器即可用于硬件实现。总体而言,拟议的滤波器组设计将是助听器领域未来应用的新解决方案。

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