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Level crossings

by roberto madia

 

04 Nov 2009

Detect level crossing of signals.

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Description

LC_FAST calculates how many times a given input signal crosses a set of levels.
It is much faster than traditional algorithms being designed to handle big datasets.

MATLAB release MATLAB 7.6 (R2008a)
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Comments and Ratings (3)
05 Nov 2009 Martin Lechner

This function has problems with consecutive equal values. They are also counted as crossings.

lc_fast([0;1;1;1;1;1;0],1)
ans = 4

I would expect for the example above: 1

05 Nov 2009 Jos (10584)

Just curious what you mean by "This algorithm is generally faster than traditional ones". What are the traditonal ones?

I would suspect that an operation using something using DIFF and SIGN, as in (not-tested) "sum(diff(sign(Signal-OneLevel))) ~= 0)" is faster (as well as shorter)

05 Nov 2009 roberto madia

 "Traditional" algorithms means algorithms based on sum(diff(sign(Signal-OneLevel))) ~= 0) method.
For large datasets this routine is at least 5 times faster.

In case of consecutive equal values this routines calculates all crossings even tough they are all equals.

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Tag Activity for this File
Tag Applied By Date/Time
data export roberto madia 04 Nov 2009 09:34:55
data import roberto madia 04 Nov 2009 09:34:56
mathematics roberto madia 04 Nov 2009 09:34:56
signal processing roberto madia 04 Nov 2009 09:34:56
statistics roberto madia 04 Nov 2009 09:34:56
data exploration roberto madia 04 Nov 2009 09:34:56
zero crossing roberto madia 04 Nov 2009 09:34:56
level crossing roberto madia 04 Nov 2009 09:34:56
zero detect roberto madia 04 Nov 2009 09:34:56
level crossing rate roberto madia 04 Nov 2009 09:34:56
level crossing method roberto madia 04 Nov 2009 09:34:56
level detect roberto madia 04 Nov 2009 09:34:56
frequency Jose Ercolino 01 Jun 2010 17:38:57
level crossing Jose Ercolino 01 Jun 2010 17:39:20
signal processing Jose Ercolino 01 Jun 2010 17:39:51
zero crossing Jose Ercolino 01 Jun 2010 17:39:57
fast Jose Ercolino 01 Jun 2010 17:41:37
zero crossing Amul M 22 Jun 2010 05:25:53
level crossing method Rina 31 May 2011 16:05:05

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