Autocorrelation Definition and 63 Threads

  1. C

    Autocorrelation function of a signal

    Homework Statement x(t) is a random signal taking the values 1 and -1 with equal probability in each time interval Tn of length T, i.e. Tn : (n-1)T \leq t \leqn T Find the autocorrelation function Rx(\tau) Homework Equations From a quick glance at our notes: Rx(t1, t2) =...
  2. R

    Can autocorrelation be greater than one?

    I have to find the autocorrelation of a random variable. When I compute the theoretical autocorrelation I get the result where it is [1 -2 3 -2 1] centered around zero, and zero everywhere else. I tried estimating the autocorrelation of the random variable using ryy_est = xcorr(Y,20...
  3. D

    Why Does the Fourier Transform of Autocorrelation Equal the ESD?

    Does anyone here have a good explanation of why the Fourier transform of the autocorrelation function equals the ESD of the the original signal. It kind of make sense intutively because functions that have a autocorrelation that drops of quickly are high frenquency and the Fourier transform of...
  4. T

    Autocorrelation and autocorrelation time

    I have Metropolis-Markov algorithm and I need to determine integrated autocorrelation time. In order to do that i have to find autocorrelation and I don't quite get what to do. For example, after equilibration I did N sweeps, took measurements at each one and I obtained N results O_i,i=1...N...
  5. J

    What is Autocorrelation Time & Covariance?

    Hi everybody, please someone can explain me what is the autocorrelation time and how it is linked to coviarance? thank you!
  6. V

    Autocorrelation of white noise.

    I'm stuck with an elementary thing, it must be something obvious but I can't see what's wrong. Here it goes. I was writing up some elementary course material for an instrumentation course, and wanted to quickly introduce "white noise". Now, the usual definition of white noise is something...
  7. A

    Solve Autocorrelation of WSS RP and Modulated Carrier Cos(w0t+Θ)

    I am given the autocorrelation of a wss rp which modulates a carrier cos( w0 t + \Theta ). I am to find the autocorrelation of the output Y(t). I have found the autocorrelation of the carrier and I'm not sure what to do next. If it were possible to get the rp from its autocorrelation, it...
  8. S

    Cross term gives the autocorrelation?

    I am reading a research paper about "narrow" autocorrelation and at the beginning there is an expression I don't unterstand http://www.wellesley.edu/Physics/brown/pubs/acv85_P1595-P1601.pdf" Does someone know what is meant with the word cross term?
  9. I

    Reducing autocorrelation of a time series

    Hi, Is there like some widely accepted threshold for autocorrelation time of a time series for it to be considered "uncorrelated"? I used MATLAB to generate approx. 1000 gaussian random numbers and found their autocorrelation time to be approx. 1.07... is this small enough for it to be called...
  10. T

    Study the autocorrelation function

    I would like to know how to find the autocorrelation function. If there are any links for free e-books that can I downloaded to study the autocorrelation function and its properties in details. Thanks!
  11. V

    Autocorrelation, expectation, moment

    What is the relationship between Expectations, Moments, and Autocorrelation. Can somone please please give me some examples? thanks
  12. D

    K-Delta Function in Autocorrelation of Gaussian White Noise

    hi, I would like to know why dirak-delta function is used in autocorrelation in a way that the following is true: <å(t)å(t')>=2Dä(t-t') where å(t)is Gaussian white noise and D is the strength of the noise. Dora
  13. M

    Autocorrelation Time: Significance in Monte Carlo Simulation Output

    Well, can anyone tell me about the significance of autocorrealtion time in statistcal analysis of some time series data especially in case of monte carlo simulation output??
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