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1. 中国科学技术大学,电子科学与技术系,安徽,合肥,230026
2. 安徽大学,电子工程与信息科学系,安徽,合肥,230039
3. 中国科学技术大学电子科学与技术系安徽合肥,230026
4. 安徽大学电子工程与信息科学系安徽合肥,230039
Published:2002
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TAO Liang, ZHUANG Zhen-quan. Parallel Lattice Structures of Block Time-recursive Algorithms for Real-valued Discrete Gabor Transforms[J]. Acta Electronica Sinica, 2002, 30(10): 1485-1489.
Gabor变换在很多领域被认为是非常有用的方法
如语音与图像处理
雷达、声纳、振动信号的处理与理解等
然而实时应用却因其很高的计算复杂性而受到限制.为了减小计算复杂性
我们曾提出了实值离散Gabor变换法.本文首先简单回顾了作者曾提出的实值离散Gabor变换及其与复值离散Gabor变换的关系
然后为了有效地和快速地计算实值离散Gabor变换
提出了在临界抽样条件下和在过抽样条件下
一维实值离散Gabor变换系数求解的块时间递归算法以及由变换系数重建原信号的块时间递归算法
研究了两算法使用并行格型结构的实现方法
并讨论和比较了算法的计算复杂性和优越性.
The Gabor transform has been recognized as being very useful in diverse areas such as speech and image processing
radar
sonar and seismic data processing and interpretation;however
its real time applications were limited due to its high computational complexity.To reduce the computational complexity
the real-valued discrete Gabor transform (RDGT) was presented in our previous work.In this paper
firstly
the 1-D RDGT and its relationship with the complex-valued discrete Gabor transform (CDGT) will be briefly reviewed;secondly
block time-recursive algorithms for the efficient and fast computation of the 1-D RDGT coefficients and for the fast reconstruction of the original signal from the RDGT coefficients will be developed in both critical sampling case and oversampling case;thirdly
unified parallel lattice structures for the implementation of the algorithms will be studied;and finally
the computational complexity and the advantages of the proposed algorithms will be discussed and compared.
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