Forums Search for: correlation
deriving spatial correlation values from angular parameters in SCM
Hi, I am researching spatial correlation models. Most of teh channel models I have dealt with are the so called 'correlation models' that...
Hi, I am researching spatial correlation models. Most of teh channel models I have dealt with are the so called 'correlation models' that specify a MIMO channel using a correlation matrix. The correlation matrix is typically provided in the form a transmit and receive matrix -- the Kronecker product of which gives the actual correlation matrix. I have been reading the 3GPP SCM models (2...
regarding correlation and cross-correlation
Hi, this is devika , i want some clear information regarding the correlation and cross-correlation . if there are two sine waves how can...
Hi, this is devika , i want some clear information regarding the correlation and cross-correlation . if there are two sine waves how can we see taht they are correlated and cross-correlated . please give some examples with there wave forms examples and give some information regarding how to calculate the correlation and cross- correlation as per equations(software view) please r...
Fast linear correlation
Hi all, I am trying to implement the fast linear correlation in C as follows. x and y are the input arrays. C = IFFT(conjucate( X) * Y) It...
Hi all, I am trying to implement the fast linear correlation in C as follows. x and y are the input arrays. C = IFFT(conjucate( X) * Y) It works correctly for circular correlation. when we try with zero padding to get the linear correlation it will give the incorrect result. Could you pls anbody explain me, how can we get the linear correlation from fast correlation. Thanks in adv...
Cross Correlation of 2 vectors of different lengths
Dear all, My purpose is to determine if there is a correlation between two signals. I need to find if they are correlated with a positive...
Dear all, My purpose is to determine if there is a correlation between two signals. I need to find if they are correlated with a positive correlation close to 1 or an opposite one close to -1. How do I normalize the cross-correlation coefficient when the 2 signals have different lengths? I would like to perform a cross correlation of two finite length sequences ?x? and ?y?. Lengt
Help me with cross correlation, please.
Hi! I'm porting a little Matlab function in C language. My problems raise with xcorr() function. I need to calculate raw correlation...
Hi! I'm porting a little Matlab function in C language. My problems raise with xcorr() function. I need to calculate raw correlation (without normalization) between two vectors. I've found this code http://local.wasp.uwa.edu.au/~pbourke/miscellaneous/correlate/ , but it calculates only a normalized correlation coefficient. However, I've tried to adjust it to calculate a raw correlation vector, ...
Comparing several Correlation Functions
Hi Folks, I have one dependent variable y that I think depends upon several independent variables x_i each with an unknown timelag. Now I can...
Hi Folks, I have one dependent variable y that I think depends upon several independent variables x_i each with an unknown timelag. Now I can use the correlation function between y and each of my x_i to determine the timelag. My question is this: How can I compare the correlation function between y and x_1 with the correlation function between y and x_2 and so on? Or, asked differently, ...
Looking for a fast linear cross correlation implemented in C in C6713
Hi everyone: I am implementing a fast linear correlation in C in DSK C6713. My cross correlation in principle should be implemented as...
Hi everyone: I am implementing a fast linear correlation in C in DSK C6713. My cross correlation in principle should be implemented as following: - two random digital signals from AIC23 codec are the input signals of DSK board. - interrupt intser_McBSP1 is used to input two random signals via two channels(left and right) and output the real part of cross correlation r - Because of the linear f...
Looking for a fast linear cross correlation implemented in C in C6713
Hi everyone: I am implementing a fast linear correlation in C in DSK C6713. My cross correlation in principle should be implemented as...
Hi everyone: I am implementing a fast linear correlation in C in DSK C6713. My cross correlation in principle should be implemented as following: - two random digital signals from AIC23 codec are the input signals of DSK board. - interrupt intser_McBSP1 is used to input two random signals via two channels(left and right) and output the real part of cross correlation r - Because of the linear f...
Cross correlation in C
Did someone has experience on implementation of cross correlation in C on CCS? I want to realise the cross correlation in frequency domain by...
Did someone has experience on implementation of cross correlation in C on CCS? I want to realise the cross correlation in frequency domain by FFT. Until now the Real time FFT is done. The question is that my input signal is two random signals from two infrared sensors, how random signal is calculated by cross correlation?
Calculating the quality of phase correlation
Hello, I'm using phase correlation to perform motion estimation on video and am trying to find some sort of metric for the quality of a peak...
Hello, I'm using phase correlation to perform motion estimation on video and am trying to find some sort of metric for the quality of a peak (which corresponds to a candidate motion vector) in a given phase correlation block. I know that performing phase correlation on duplicate images gives a result that has a peak at (0, 0) with magnitude 1 and 0 elsewhere. Obviously, in real video the...
normalised cross correlation by fft
Hi, I have got a problem doing 2D normalised cross correlation by FFT. The normal 2D cross correlation seems very time consuming for long...
Hi, I have got a problem doing 2D normalised cross correlation by FFT. The normal 2D cross correlation seems very time consuming for long signal so I tried to use FFT. I can now get the equal result of cross correlation both by equation and by FFT, but I can not do the normalisation to get the result of FFT equals to the "normxcorr2" from matlab function. Thanks, Sangthong
shift the 2D cross correlation result
Hi, Could anybody tell me how to shift the 2D cross correlation result in matlab. For example, in 1D cross correlation, the result of...
Hi, Could anybody tell me how to shift the 2D cross correlation result in matlab. For example, in 1D cross correlation, the result of cross correlation will be twice of the maximum signal length minus 1, which then the first half of the graph will be padded to zero. The result will spread from right to left according to the length of signal to be correlated. From this, we can plot the graph bac...
Cross Correlation Definition
I have read about cross correlation in several places and I think I understand it but there is this particular definition of correlation...
I have read about cross correlation in several places and I think I understand it but there is this particular definition of correlation that keeps me thinking. In a probabilistic framework I have seen the cross correlation of an stochastic process x(n) defined as: Rxx = E{x(n)x'(n)} where E denotes expectation operator and ' denotes conjugate transpose. (hermitian transpose) This defi...
MVDR filtering: Singular Correlation Matrix
Hello Folks, I am trying to implement a MVDR (Minimum Variance Distortionless Response) filter instead of the usual correlation processing...
Hello Folks, I am trying to implement a MVDR (Minimum Variance Distortionless Response) filter instead of the usual correlation processing (matched filtering) for a pulsed radar application. The pulse waveform that we use is a linear FM chirp (so that the correlation operation is essentially a pulse compression). I having trouble with this because the signal correlation matrix always ends ...
cross correlation
Hello Everybody, i am a newcomer to dsp as well as this usenet. i was studying cross correlation using matlab, the two signals which i used...
Hello Everybody, i am a newcomer to dsp as well as this usenet. i was studying cross correlation using matlab, the two signals which i used were a 1 hz sine and a 2 hz sine, the waves were sampled at 10hz, i got 2 correlation peaks one at 8th bin and other at 14th , why there are two peaks?, is it that if we get more than one peak, the correlation result cannot be accepted as the above two si...
Positive definite signal correlation matrix
I've a set of observed signal vectors, with observed correlation matrix S. I call St the true signal correlation matrix. I know the noise...
I've a set of observed signal vectors, with observed correlation matrix S. I call St the true signal correlation matrix. I know the noise correlation matrix N, and that noise is uncorrelated with the signal. With infinite data vectors, you may write the relation S=St+N and St=S-N But my vectors are not infinite, and if I write St=S-N, I may not obtain a positive definite matrix. ...
long symbols in IEEE 801.11a
Hello, I have searched for information for synchronization project and its about IEEE 802.11a preamble.I have one question that is very...
Hello, I have searched for information for synchronization project and its about IEEE 802.11a preamble.I have one question that is very important for me. why do we use both auto correlation and cross correlation together .I mean exactly that we use cross correlation (using known symbol such as long symbols) for symbol timing but for packet detection we use auto correlation.why dont we use...
Question about Cross-Correlation in Frequency-domain
Greetings, I am currently writing my diploma-thesis on new spectroscopic methods, and one of them (2D-Correlation-Spectroscopy) involves...
Greetings, I am currently writing my diploma-thesis on new spectroscopic methods, and one of them (2D-Correlation-Spectroscopy) involves cross-correlation of fourier-transforms. I have encountered a strange issue, for which even my professor could not supply me with a satisfying answer: When the cross-correlation of two Fourier-transformed signals is to be calculated, why do I have to take the ...
Finding windows of high correlation?
Hi everyone, I know this is a pretty classic problem, however I couldn't find any useful links or introductions into solving this...
Hi everyone, I know this is a pretty classic problem, however I couldn't find any useful links or introductions into solving this problem. I basically have two simple signals which have low correlation mostly, however given certain conditions will maintain high levels of correlation. Is there an optimal way to detect those periods of high correlation? I can use a sliding window appro...
Cross Correlation Query
> From Wikipedia: http://en.wikipedia.org/wiki/Cross_correlation "The cross-correlation is similar in nature to the convolution of...
> From Wikipedia: http://en.wikipedia.org/wiki/Cross_correlation "The cross-correlation is similar in nature to the convolution of two functions. Whereas convolution involves reversing a signal, then shifting it and multiplying by another signal, correlation only involves shifting it and multiplying (no reversing)." This seems wrong to me because cross correlation is the one with the comp






