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Recent content by ismail bsa

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    How to calculate a channel capacity

    The noise that I am using is an impulsive noise which distribution is complex but can be approximated to a Middleton Class A distribution or an Alpha stable distribution. Those two distributions are well known but they are only approximations of my real noise. I don't really know what is...
  2. I

    How to calculate a channel capacity

    Shannon’s Channel Capacity Theorem (or the Shannon Hartley Theorem) states that: C= B* log2 (1 + S/N) bits/s. Is this formula true only for Additive White Gaussian Noise (AWGN) or is it independent from the distribution of the noise? In my case I have a non Gaussian noise and I want to...
  3. I

    MIMO interference cancellation using matrices projection

    I believe it may be some thing related to eps , realmax and realmin values that Matlab uses. i Just found out that It may give very bad results . For example try to type x=0.1+0.1+0.1 c=0.3-x the result is -5.5511e-17 But it is obvious that 0.3-x should be equal to Zero. But I don't know...
  4. I

    MIMO interference cancellation using matrices projection

    Actually I am using Matlab. The (.)H denotes the conjugate transpose (Hermitian ) matrix of H is H' Here is my matlab code: H= [randn(2,1 ) + j*randn(2,1 )] H = -0.5288 + 1.4203i -0.0406 + 1.2239i P=H*(H'*H)^-1*H' P = 0.6050 + 0.0000i 0.4635 + 0.1553i 0.4635 - 0.1553i...
  5. I

    MIMO interference cancellation using matrices projection

    Hello, I tried to do the subspace projection and to use Q=I-P but the resulting matrix Q is always a null matrix! I tried to use more receivers to increase the dimensions of the H matrix but the result is always the same (Q is null all the time). Do you know any other ideas that I can use...
  6. I

    MIMO interference cancellation using matrices projection

    Thanks for your respond! I just figured out that I made a mistake describing the problem; Actually, the H2 Matrix should be 2x1 Matrix. I made a draw that may give a better representation of my problem: and the system should be: can we still do the subspace projection even if the H2 Matrix...
  7. I

    MIMO interference cancellation using matrices projection

    Hello, suppose I have a 2x2 MIMO system and that the received signal is: Y=H*X+H2*I+BBG Where H1 is my Rayleigh channel Matrices (H1(ij) are complexes random variables) X is my original transmitted signal H2 is an...
  8. I

    comparing 4 different signals

    Actually I am more interested to the measuring of the noise density. The measurements show that the noise is non-Gaussian: it is very Height and it have two components : a Gaussian and with some pulses and the PDF is heavy tailed. Also if a pulse happens it is followed by resulting damped...
  9. I

    comparing 4 different signals

    I have some noise measurements and 4 different models that can generate a similar noises using estimated parameters from the real measurements. To compare the estimated noises I calculated the PDF, the CCDF and the PSD. To compare the results I used the Kull-Back Leibler divergence of the PDF...
  10. I

    How to compare statistical distributions and non-gaussian noise measeruments?

    Hello, I have some non Gaussian noise measurements and I want to find a statistical model that best represents those measurements. The statistical models that I used for comparison are Middleton Class A , Alpha stable and the normal Gaussian distributions. First I calculated the PDF and the...

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