resample {signal} | R Documentation |
Resample using bandlimited interpolation.
resample(x, p, q = 1, d = 5)
x |
signal to be resampled. |
p, q |
p/q specifies the factor to resample by. |
d |
distance. |
Note that p
and q
do
not need to be integers since this routine does not use a polyphase
rate change algorithm, but instead uses bandlimited interpolation,
wherein the continous time signal is estimated by summing the sinc
functions of the nearest neighbouring points up to distance d
.
Note that resample computes all samples up to but not including time n+1. If you are increasing the sample rate, this means that it will generate samples beyond the end of the time range of the original signal. That is why xf must goes all the way to 10.95 in the example below.
The resampled signal, an array of length ceiling(length(x) * p / q)
.
Original Octave version by Paul Kienzle pkienzle@user.sf.net. Conversion to R by Tom Short.
J. O. Smith and P. Gossett (1984). A flexible sampling-rate conversion method. In ICASSP-84, Volume II, pp. 19.4.1-19.4.2. New York: IEEE Press.
http://www-ccrma.stanford.edu/~jos/resample/
Octave Forge http://octave.sf.net
xf=seq(0,10.95,by=0.05); yf = sin(2*pi*xf/5) xp=0:10; yp = sin(2*pi*xp/5) r = resample(yp,xp[2],xf[2]) title("confirm that the resampled function matches the original") plot(xf,yf, type = "l", col = "blue") lines(xf, r[1:length(xf)], col = "red") points(xp,yp, pch = 19, col = "blue") legend("bottomleft", c("Original", "Resample", "Data"), col = c("blue", "red", "blue"), pch = c(NA, NA, 19), lty = c(1, 1, NA), bty = "n")