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Block Time-recursive Discrete Gabor Transform Implemented by Unified Parallel Lattice Structures

机译:块时间递归离散Gabor变换由统一的并联格子结构实现

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In this paper, the discrete Gabor transform (DGT) is briefly reviewed, and then, block time-recursive algorithms for the efficient and fast computation of the DGT coefficients and for the fast reconstruction of the original signal from the coefficients are developed in both the critical sampling case and the oversampling case. Unified parallel lattice structures for the implementation of the algorithms are studied. Computational complexity analysis and comparison have shown that the proposed algorithms provide a more efficient and faster approach as compared to the existing DGT algorithms for the computation of discrete Gabor transforms.
机译:在本文中,简要介绍了离散的Gabor变换(DGT),然后在块中封闭时间递归算法和来自系数的最初信号的快速重建的时间递归算法关键采样案例和过采样案例。研究了用于实现算法的统一并行晶格结构。计算复杂性分析和比较表明,与现有的DGT算法相比,所提出的算法提供了更有效和更快的方法,用于计算离散Gabor变换的计算。

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