Programmer Guide/SPU Reference/AVR: Difference between revisions

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::<math>Y[i,j]_t =  
::<math>Y[i,j]_t =  
\begin{cases}  
\begin{cases}  
\X[i,j]_t & \mbox{if }t=0\mbox{ (or }T\mbox{ out of range)}\\
X[i,j]_t & \mbox{if }t=0\mbox{ (or }T\mbox{ out of range)}\\
\frac{1}{T}\sum_{z=0}^{T-1}X[i,j]_{t-z} & \mbox{if }t>0  
\frac{1}{T}\sum_{z=0}^{T-1}X[i,j]_{t-z} & \mbox{if }t>0  
\end{cases}
\end{cases}

Revision as of 10:36, 6 May 2011

Average input X over evaluation cycles.

[SPU SUM X TYP T RS OUT Y]

In: X a number, vector or matrix containing the data to be averaged
TYP a number or string; defines the averaging method
T averaging parameter (number); depends on method
RS reset flag (number)
Out: Y averaged input X; same type as X
Description

The averaging algorithm is defined by the inputs TYP and T. The atom averages the elements X[i,j]t over evaluation cycles t (i=row index, j=column index, t=cycle counter) and stores the averaged value in the element Y[i,j]t.

The cycle counter t is initialized with 0 and incremented by 1 after each evaluation cycle. The cycle counter is reset, if the input RS is set to a value greater than 0. The input RS is checked each time the SPU is started.

infinite average
TYP=0 or linear
T=0
Y[i,j]t={X[i,j]tif t=01t+1(t.Y[i,j]t−1+X[i,j]t)if t>0
running average
TYP=0 or linear
T>0; T is the (integer) number of averaging cycles
Y[i,j]t={1t+1∑z=0tX[i,j]zif 0⩽t<T1T∑z=0T−1X[i,j]t−zif t⩾T
exponential average
TYP=0 or linear
0<T<1; T is the averaging factor
Y[i,j]t={X[i,j]tif t=0 (or T out of range)1T∑z=0T−1X[i,j]t−zif t>0
See also

<SP-atoms>

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