Wavelet transfprmation without SPT

Is there anybody who implemented the continuous wavelet transform without the Signal Processing Toolkit?
I am just about to do so but I need a little help.

hello timt2006,
i guess you will have to implement the algorithm with native LV functions.
further information here.
regards,
robert h
NI germany

Similar Messages

  • Question on the result of using Wavelet transform on sine wave

    Dear all,
    I have apply the Wavelet transform on a 50Hz sine wave. The result is shown below. But I don't understand the result of Wavelet transform. Anyone can help me? Thanks.
    Victor

    You seem to have something against the FFT, yet continually compare other transforms to the "sweet spot" for the FFT, ie. sinusoidal and periodic functions.  Without trying to write a treatise on the subject (there are many fine books), a few observations.
    The primary purpose of any transform pair is to perform a rotation in function space, for the FFT we are familiar with the time domain and frequency domain.  The wavelet domain is not so simple.  The FFT is very effective for sinusoidal and periodic functions, ie. those that have no localization in the time domain.  If you have a sinusoidal input, the infinite signal in the time domain can be reduced to a pair of numbers (one if you take the power spectrum).  That is very efficient, other periodic signals can usually be approximated by a small number of terms.  
    Wavelets on the other hand are chosen to be localized in both the time domain and the wavelet domain.  If you look at a periodic signal like your sine wave, you see a mess, and to recreate the input signal you will need to keep an awful lot of the points around for the inverse transform.  You may be able to set the last 1/3 to zero, but that's it.  To see an effective application, you should be looking at localized functions, like an impulse.  Put an impulse into the wavelet transform and you get something that is still a bit complex, but pretty simple.  The FFT of an impulse contains components at all frequencies and the wavelet clearly wins in this case.  
    On paper, there is usually a clear choice, and the FFT almost always wins for spectral estimation.  On the other hand, if you are trying to compress "real world" data, for instance an image, then there is a choice to be made.  Standard JPEGs are FFT based, you take the FFT and try to keep just the largest frequency components.  As you probably notice, edge contrast usually suffers, especially at higher compression.  With wavelets, it is typical to have slightly better contrast leading to better preservation of details for a given compression.
    In short, my opinion is that transforms are useful when they simplify the problem.  Wavelets do not simplify the representation of a sine wave. 

  • 2d wavelet signal processing - need some clarification

    Hello:
    I am using the advanced signal processing toolkit  and doing some extensive wavelet processing in both 1-d and 2-d.
    In 1-d, when processing waveforms, using discrete wavelet transform-based multiresolution analysis, 2 "coefficients" are produced depending on the "level" chosen.  These coefficients are known as the "approximation" and the "detail."  The approximation at level 1 is the summation of the approximation and detail at level 2.  The approximation at level 2 is the summation of the approximation and detail at level 3.  And so forth.  See fig. 4-5 on p.4-6 of the Wavelet Analysis Tools user manual.
    I want to consider the same analogy in the 2-d case.  In the wavelet transform of 2d images at any particular level, 4 coefficients are produced. (See the manual, pgs. 4-7 and higher.) These are labeled low_low, low_high, high_low, and high_high.  My interpretation of this is that low_low is the equivalent of the "approximation" and the other 3 coefficients comprise the "detail."  I thought then by summing the 4 coefficients at one level (egs. level 2) would produce the approximation at the level just above it (level 1).  When I test this out, it does not give the expected result.
    I wonder if someone who helped produce the toolkit can clarify how one gets the "approximation" and "detail" coeffcients from the 4 produced coefficients and how they relate to the approximation at one level higher.
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    Don

    Let's extend the analogy of the 1-d and 2-d cases further.  First, look at the Advanced Signal Processing Express VI entitled "Multiresolution Analysis."  In that VI, one can see that the time domain waveform (1-d) is transformed to its power spectrum which is broken into subbands based on the number of levels chosen.  The subband closest to the origin of the power spectrum represents the "approximation" and the other subbands are associated with the "details".  One can see that there is one approximation level and multiple detail levels associated with the power spectrum subbands regardless of the number of levels chosen.  This express VI allows one to choose whatever combination of approximation and details to reconstruct the signal, thus providing a potentially multiple bandpass /  bandstop reconstructed signal.
    Fast forward to the 2-d case where I would like to do the same thing.  The analog to the 1-d power spectrum would be the 2-d spatial fourier transform (see attached).  I am devising a similar visualization method to draw the "subbands" on top of the fourier transform as shown by the blue lines and filled rectangles demarcating mouse-selected regions D3 and D1.  However, for the 2-d case, the way I see it, there are actually 3 details associated with each level as mentioned in the above post (low_high, high_low, high_high) and 1 approximation (low_low).  The questions then are:
    1) how does one synthesize the 3 details (low_high, high_low, high_high) into 1 composite detail for a specific level so that the visualization method I propose for the 2-d case is consistent with that shown for the 1-d case in the Multiresolution Analysis Expresss VI? Do we just add the 3 details? When I do this, I get a great composite detail image that combines the details of rows, columns, and diagonals - but still not sure if it is the proper way to combine the 3 details.
    2) how does one perform a reconstruction (inverse wavelet transform) with only the selected subbands for the 2-d case? I have attempted some reconstructions using the WA Inverse Undecimated Wavelet Transform, but the inverse transform does not appear to behave correctly without the use of all coefficients (low_low, low_high, high_low, high_high).  In the 1-d case in the Express VI, one can see that only the selected subbands can be used to reconstruct the waveform.
    Any help regarding these issues is greatly appreciated.
    Sincerely,
    Don
    Message Edited by DonRoth on 05-22-2007 09:58 AM
    Attachments:
    wavelet deconstruction and reconstruction.png ‏196 KB

  • Continuous Wavelet Transform

    English: I have the Signal Processing Toolset as well as LAb View 7.1.I want to use Continuous Wavelet Transform to get a time-frequency representation of the signal (using Morlet wavelet for example), just like with the spectrogram. How can I do this? Are there any demo-files?
    German: Ich habe das Signal Processing Toolset und Lab View 7.1. Ich möchte die Continuos Wavelet Transform nutzen um einfach eine Darstellung der Amplitude über Zeit und Frequenz zu erhalten (z.B. mit Morlet Wavelet), so wie beim Spektrogramm. Frage: Wie realisiere ich das? Gibt es vielleicht ein Demo-File?

    I do not have the SPT 5 at hand. I just copy the diagram and front panel of CWT in SPT 7 for your reference.
    Attachments:
    CWT Example.PNG ‏125 KB

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             ......................... IL-DC2 passed test Connectivity
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             ......................... IL-DC2 passed test FrsEvent
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                Time Generated: 03/06/2014   05:07:50
                Event String: Internal event: The following schema class has a superclass that is not valid.
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                Time Generated: 03/06/2014   05:07:50
                Event String: Internal event: The following schema class has a superclass that is not valid.
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                The security of this directory server can be significantly enhanced by configuring the server to reject SASL
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             ......................... IL-DC2 passed test KccEvent
          Starting test: KnowsOfRoleHolders
             ......................... IL-DC2 passed test KnowsOfRoleHolders
          Starting test: MachineAccount
             ......................... IL-DC2 passed test MachineAccount
          Starting test: NCSecDesc
             ......................... IL-DC2 passed test NCSecDesc
          Starting test: NetLogons
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             [IL-DC2] An net use or LsaPolicy operation failed with error 67, The network name cannot be found..
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          Starting test: ObjectsReplicated
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          Starting test: Replications
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          Starting test: RidManager
             ......................... IL-DC2 passed test RidManager
          Starting test: Services
             ......................... IL-DC2 passed test Services
          Starting test: SystemLog
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                Event String:
                Name resolution for the name teredo.ipv6.microsoft.com. timed out after none of the configured DNS servers r
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             A warning event occurred.  EventID: 0x000003F6
                Time Generated: 03/06/2014   04:50:41
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                Name resolution for the name teredo.ipv6.microsoft.com. timed out after none of the configured DNS servers r
    esponded.
             A warning event occurred.  EventID: 0x000727A5
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                Time Generated: 03/06/2014   04:56:46
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                The machine IL-DC2 attempted to join the domain mydomain.com but failed. The error code was 1332.
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                Time Generated: 03/06/2014   04:58:07
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             An error event occurred.  EventID: 0x00000457
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                Event String:
                Driver HP Universal Printing PCL 6 required for printer HP Universal Printing PCL 6 is unknown. Contact the
    administrator to install the driver before you log in again.
             An error event occurred.  EventID: 0x00000457
                Time Generated: 03/06/2014   05:00:09
                Event String:
                Driver Send To Microsoft OneNote 2010 Driver required for printer Send To OneNote 2010 is unknown. Contact t
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             An error event occurred.  EventID: 0x00000457
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             An error event occurred.  EventID: 0x00000457
                Time Generated: 03/06/2014   05:00:12
                Event String:
                Driver Microsoft XPS Document Writer required for printer Microsoft XPS Document Writer is unknown. Contact
    the administrator to install the driver before you log in again.
             An error event occurred.  EventID: 0x00000457
                Time Generated: 03/06/2014   05:00:13
                Event String:
                Driver PrimoPDF required for printer PrimoPDF is unknown. Contact the administrator to install the driver be
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             An error event occurred.  EventID: 0x00000457
                Time Generated: 03/06/2014   05:00:13
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                Driver Send to Microsoft OneNote 15 Driver required for printer Send To OneNote 2013 is unknown. Contact the
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                Time Generated: 03/06/2014   05:13:02
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                Driver HP Universal Printing PCL 6 required for printer HP Universal Printing PCL 6 is unknown. Contact the
    administrator to install the driver before you log in again.
             An error event occurred.  EventID: 0x00000457
                Time Generated: 03/06/2014   05:13:02
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                Driver Microsoft XPS Document Writer required for printer Microsoft XPS Document Writer is unknown. Contact
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             An error event occurred.  EventID: 0x00000457
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                Driver HP Universal Printing PCL 6 required for printer HP Color LaserJet CM1312nfi MFP (192.168.2.20) is un
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                Driver PrimoPDF required for printer PrimoPDF is unknown. Contact the administrator to install the driver be
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             An error event occurred.  EventID: 0x00000457
                Time Generated: 03/06/2014   05:13:04
                Event String:
                Driver Send To Microsoft OneNote 2010 Driver required for printer Send To OneNote 2010 is unknown. Contact t
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             An error event occurred.  EventID: 0x00000457
                Time Generated: 03/06/2014   05:13:05
                Event String:
                Driver Send to Microsoft OneNote 15 Driver required for printer Send To OneNote 2013 is unknown. Contact the
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             ......................... ForestDnsZones passed test CheckSDRefDom
          Starting test: CrossRefValidation
             ......................... ForestDnsZones passed test CrossRefValidation
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          Starting test: CheckSDRefDom
             ......................... DomainDnsZones passed test CheckSDRefDom
          Starting test: CrossRefValidation
             ......................... DomainDnsZones passed test CrossRefValidation
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          Starting test: CheckSDRefDom
             ......................... Schema passed test CheckSDRefDom
          Starting test: CrossRefValidation
             ......................... Schema passed test CrossRefValidation
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             ......................... Configuration passed test CheckSDRefDom
          Starting test: CrossRefValidation
             ......................... Configuration passed test CrossRefValidation
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