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Home / Scripts / Scientific/Engineering / Signal Processing

Adaptive Optimal Kernel

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Tony Reina | More scripts
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Matlab
September 12th, 2007, 12:39 GMT
C: \ Scientific/Engineering \ Signal Processing

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Adaptive Optimal Kernel description

 

Adaptive Optimal Kernel - An Adaptive Optimal-Kernel Time-Frequency Representation

A time-frequency representation which uses a signal-dependent, radially Gaussian kernel that adapts over time. The code provides an excellent ambiguity domain filter for time-frequency analysis.

Just run the script main_AOK.m to see it in action. The test signal includes three impulses, two simultaneous sinusoids, a Gaussian pulse, and two parallel linear chirps.

The algorithms are described in detail in the paper:
"An Adaptive Optimal-Kernel Time-Frequency Representation" by D. L. Jones and R. G. Baraniuk, IEEE Transactions on Signal Processing, Vol. 43, No. 10, pp. 2361--2371, October 1995.

Special thanks to Richard Baraniuk for making the original C code available.

Requirements:

· MATLAB Release: R14SP2





TAGS:

Adaptive Optimal | Optimal Kernel | signal processing | Adaptive | Optimal | Kernel



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