Mercurial > hg > aim92
comparison man/man1/filt1.1 @ 0:5242703e91d3 tip
Initial checkin for AIM92 aimR8.2 (last updated May 1997).
author | tomwalters |
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date | Fri, 20 May 2011 15:19:45 +0100 |
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1 .TH FILT1 1 "1 September 1993" | |
2 | |
3 .SH NAME | |
4 filt1 \- 1st order LP filter using an exponential smoother. | |
5 | |
6 .SH SYNTAX | |
7 filt1 [options] [file] | |
8 | |
9 .SH DESCRIPTION | |
10 A recursive "leaky integrator" 1st order low-pass filter which is a shifting | |
11 exponential window which decays into the past values. | |
12 | |
13 .SH OPTIONS | |
14 | |
15 1. tc | |
16 | |
17 The time-constant parameter which controls the rate of decay and so the | |
18 size of the exponential window. For a given time constant of T seconds: | |
19 | |
20 .nf | |
21 0.7T secs is the window half--life. | |
22 4.6T secs is 99% of the window's life. | |
23 .fi | |
24 | |
25 When the time-constant parameter is given with time units (s or ms) then | |
26 it is converted to a decay constant using a = exp(-Ts/T), | |
27 where Ts is the sample interval in seconds from the given `samplerate' option, | |
28 and T is decay time-constant in seconds. | |
29 Otherwise the time-constant parameter is taken to be the decay constant directly. | |
30 | |
31 With decay constant a=1 there is infinite memory because it does not decay. | |
32 With 0 < a < 1 there is a finite decaying memory. | |
33 The smaller `a', the smaller the memory (it decays faster). | |
34 With a = 0 the filter output is identical with its input. | |
35 | |
36 2. de | |
37 | |
38 Two optional difference equations are provided which repsectively compute | |
39 a recursive sum (when "de=sum") and mean (when "de=mean"). | |
40 The n'th recursive update is respectively: | |
41 | |
42 .nf | |
43 y[n] = a.y[n-1] + x[n] recursive sum | |
44 y[n] = a.y[n-1] + (1-a).x[n] recursive mean | |
45 .fi | |
46 | |
47 where decay constant a = exp(-Ts/T), | |
48 Ts is the sample interval in seconds, and T is decay time-constant in seconds. | |
49 | |
50 .SH "SEE ALSO" | |
51 options smooth | |
52 | |
53 .SH COPYRIGHT | |
54 .LP | |
55 Copyright (c) Applied Psychology Unit, Medical Research Council, 1995 | |
56 .LP | |
57 Permission to use, copy, modify, and distribute this software without fee | |
58 is hereby granted for research purposes, provided that this copyright | |
59 notice appears in all copies and in all supporting documentation, and that | |
60 the software is not redistributed for any fee (except for a nominal | |
61 shipping charge). Anyone wanting to incorporate all or part of this | |
62 software in a commercial product must obtain a license from the Medical | |
63 Research Council. | |
64 .LP | |
65 The MRC makes no representations about the suitability of this | |
66 software for any purpose. It is provided "as is" without express or | |
67 implied warranty. | |
68 .LP | |
69 THE MRC DISCLAIMS ALL WARRANTIES WITH REGARD TO THIS SOFTWARE, INCLUDING | |
70 ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS, IN NO EVENT SHALL | |
71 THE A.P.U. BE LIABLE FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES | |
72 OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, | |
73 WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, | |
74 ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS | |
75 SOFTWARE. | |
76 |