A novel approach to fast discrete Hartley transform

J. Liu, F. Chan, F. K. Lam, H. F. Li
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引用次数: 1

Abstract

The Discrete Hartley transform (DHT) is an important tool in digital signal processing. We propose a novel approach to perform DHT. We transform DHT into a form expressed in discrete moments via a modular mapping and truncating Taylor series expansion and present a completely new formula for computing DHT. We extend the use of our systolic array for fast computation of moments without any multiplications, to one that computes DHT with only a few multiplications and without any evaluations of triangular functions. The multiplication number used in our method is O(Nlog/sub 2/N/log/sub 2/log/sub 2/N) superior to O(Nlog/sub 2/N) in the conventional FDT. The execution time of the systolic array is only O(Nlog/sub 2/N/log/sub 2/log/sub 2/N) for 1-D DHT and O(N/sup k/) for k-D DHT (k/spl ges/2). The systolic array consists of very simple processing elements and hence it implies an easy and potential hardware/VLSI implementation. The approach is also applicable to DHT inverses.
一种快速离散Hartley变换的新方法
离散哈特利变换(DHT)是数字信号处理中的一个重要工具。我们提出了一种执行DHT的新方法。通过模映射和截断泰勒级数展开,将DHT转化为离散矩表示形式,给出了一个全新的DHT计算公式。我们将收缩数组的使用扩展到不需要任何乘法就可以快速计算矩,而只需要少量乘法就可以计算DHT,并且不需要对三角函数进行任何评估。本方法使用的乘法数为0 (Nlog/下标2/N/log/下标2/log/下标2/N),优于传统FDT中的0 (Nlog/下标2/N)。对于1-D DHT,收缩数组的执行时间仅为O(Nlog/sub 2/N/log/sub 2/log/sub 2/N),对于k- d DHT (k/spl ges/2),收缩数组的执行时间为O(N/sup k/)。收缩阵列由非常简单的处理元素组成,因此它意味着一个简单和潜在的硬件/VLSI实现。该方法也适用于DHT逆。
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