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What is Chirp Z-transform mean?
The chirp Z-transform (CZT) is a generalization of the discrete Fourier transform (DFT). While the DFT samples the Z plane at uniformly-spaced points along the unit circle, the chirp Z-transform samples along spiral arcs in the Z-plane, corresponding to straight lines in the S plane. The DFT, real DFT, and zoom DFT can be calculated as special cases of the CZT.
Specifically, the chirp Z transform calculates the Z transform at a finite number of points zk along a logarithmic spiral contour, defined as:
X k = ∑ n = 0 N − 1 x ( n ) z k − n {\displaystyle X_{k}=\sum _{n=0}^{N-1}x(n)z_{k}^{-n}} z k = A ⋅ W − k , k = 0 , 1 , … , M − 1 {\displaystyle z_{k}=A\cdot W^{-k},k=0,1,\dots ,M-1}where A is the complex starting point, W is the complex ratio between points, and M is the number of points to calculate.
Like the DFT, the chirp Z-transform can be computed in O(n log n) operations where n = max ( M , N ) n=\max(M,N) .An O(N log N) algorithm for the inverse chirp Z-transform (ICZT) was described in 2003, and in 2019.
referencePosted on 17 Nov 2024, this text provides information on Miscellaneous in Electronics related to Electronics. Please note that while accuracy is prioritized, the data presented might not be entirely correct or up-to-date. This information is offered for general knowledge and informational purposes only, and should not be considered as a substitute for professional advice.
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