*Removing Fourier Modes*

This page presents the results of a new filter which simultaneously fits and removes fourier modes and a secant (airmass) signal from the detector timestreams. The fit is similar to the polysecant removal which is normally used, however the fourier mode filter appears to have less large scale residual signal.
The results of the filter on the timestream are first shown, then the effects on an A520 map are shown. The fouriersecant filtered map has less large scale structure in the final map, however the even/odd and first half second half difference maps have similar features, including a hotspot to the right of the cluster position in the first half-second half difference map.

Figure 1. The original timestream
szd_plot.png
Figure 2. The Fouriersecant and polysecant fit to the timestream.
35fm_ts.png
Figure 3. The residual timestream after the fouriersecant filter.
35fm_res.png
Figure 4. The residual timestream after polysecant filter.
35polysec_res.png

Figure 5. The difference between the fouriersecant filtered timestream and the polysecant filtered timestream.
residual_pic.png

Resulting Maps For these maps I used a 35 order polysecant or fouriersecant, then two iterations of removespatial template.

Polysecant map Figure 6. Using the polysecant.
poly_map.png
Figure 7. Even/odd difference map.
everyother.png
Figure 8. First half - second half difference map.
fhsh_poly.png

*Fouriersecant map*
Figure 9. Using the fouriersecant filter.
fourierm_map.png
Figure 10. Even/odd difference map.
evenodd_fourier.png
Figure 11. First half - second half difference map.
fhsh_fourier.png

Figure 12. Difference map (polysecant map - fouriersecant map)

-- JamesKennedy - 26 Jun 2009

Topic attachments
I Attachment Action Size Date Who Comment
PNGpng 35fm_res.png manage 5.5 K 2009-06-26 - 16:08 JamesKennedy  
PNGpng 35fm_ts.png manage 6.9 K 2009-06-26 - 16:09 JamesKennedy  
PNGpng 35polysec_res.png manage 6.2 K 2009-06-26 - 16:19 JamesKennedy  
PNGpng evenodd_fourier.png manage 77.1 K 2009-06-26 - 16:15 JamesKennedy  
PNGpng everyother.png manage 77.4 K 2009-06-26 - 16:10 JamesKennedy  
PNGpng fhsh_fourier.png manage 77.3 K 2009-06-26 - 16:16 JamesKennedy  
PNGpng fhsh_poly.png manage 77.5 K 2009-06-26 - 16:31 JamesKennedy  
PNGpng fmmap.png manage 38.0 K 2009-06-26 - 16:09 JamesKennedy  
PNGpng fourierm_map.png manage 77.3 K 2009-06-26 - 16:16 JamesKennedy  
PNGpng poly_map.png manage 76.8 K 2009-06-26 - 16:11 JamesKennedy  
PNGpng polymap.png manage 39.1 K 2009-06-26 - 16:10 JamesKennedy  
PNGpng residual_pic.png manage 6.3 K 2009-06-26 - 16:21 JamesKennedy  
PNGpng szd_plot.png manage 6.7 K 2009-06-26 - 16:10 JamesKennedy  

This topic: APEX_SZ > WebHome > A520 > 2009-06-23 > Test_wiki Topic revision: r1 - 2009-06-26 - JamesKennedy
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