Design of oversampled perfect reconstruction FIR filter banks

Takayuki Nagai, Masaaki Ikehara

    Research output: Contribution to journalArticle

    1 Citation (Scopus)

    Abstract

    There are some applications that require oversampled filter banks, for example, adaptive signal processing using multirate filter banks. Little study was done, however, for such filter banks compared with maximally decimated ones. In this paper, we propose a design method for oversampled filter banks which satisfy the perfect reconstruction and linear phase properties. Moreover, we consider the design method for both orthogonal and biorthogonal ones. When the decimation ratio is not a divisor of the number of channels, we find it impossible for analysis and synthesis filters to have the same frequency responses by considering the mechanism of aliasing cancellation. In other words, biorthogonal filter banks can be designed under an arbitrary decimation ratio, while it is restricted to a divisor of the number of channels in the orthogonal case. We first derive the conditions for perfect reconstruction and linear phase for both biorthogonal and orthogonal ones. Then, we present the design method for both cases. Finally, some design examples are shown.

    Keywords

    • FIR filter
    • Linear phase
    • Oversampled filter bank
    • Perfect reconstruction

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering

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