evm with phase noise

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  • 7/27/2019 EVM With Phase Noise

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    EVM with phase noise

    by Krishna Sankar on July 9, 2012 Analog

    inShare

    The previous post on phase noise discussed about finding theroot mean square phase noise for a

    given phase noise profile. In this post let us discuss about the impact of phase noise on the error

    vector magnitude (evm) of a transmit symbol.

    Error Vector Magnitude due to constant phase offset

    Consider a system model introducing a constant phase offset and thermal noise as shown in

    the figure.

    Figure : System model with phase noise and thermal noise

    The received symbol is,

    ,

    where

    is the phase distortion in radians,

    is the transmit symbol and

    is the contribution due to thermal noise

    Expanding into real and imaginary components,

    .

    Representing in matrix algebra,

    The power of the error vector is,

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    .

    Finding the average error over many realizations,

    .

    The individual terms can be simplified as,

    i)

    as .

    ii)

    as and are uncorrelated.

    iii) .

    iv) , the variance of the noise.

    Applying (i), (ii) , (iii) and (iv), the error term simplifies to

    .

    EVM due to random phase offset

    The above equation derives the evm when the system is affected by a constant phase offset .

    Assume that the phase is Gaussian distributed with zero mean and variance radians^2

    having a probability density function as,

    .

    The conditional error power for a given phase is,

    .

    Computing the average over all realization of phase,

    .

    The integral term is,

    (Note : proof will be discussed in another post)

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    Then the error vector power is,

    and the error vector magnitude is,

    Using Taylor series, and assuming that the is small,

    ,

    Figure : Example constellation plot (Es/N0=30dB, =5 degrees)

    Matlab/Octave example

    Attached script computes the evm of a QPSK modulated symbol versus Es/N0 for different values

    of rms phase noise.

    % Script for simulating the error vector magnitude (evm) of a QPSK% modulated symbol affected by phase noise and thermal noise

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    Figure : EVM vs Es/N0 for different values of rms phase noise

    Summary

    As a quick rule of thumb, for a system with rms phase noise of1 degree, the evm due to phase

    noise alone is -35.16dB and rises by 6dB per octave (or 20dB per decade).

    The phase noise profile used in this simulations assumes a Gaussian distributed flat spectrum,

    which is not the case in typical phase noise profiles. The EVM with a classical phase noise profile

    will be discussed in another post.

    References

    [1] Georgiadis, A.; , Gain, phase imbalance, and phase noise effects on error vector

    magnitude,Vehicular Technology, IEEE Transactions on , vol.53, no.2, pp. 443- 449, March 2004

    doi: 10.1109/TVT.2004.823477URL:http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1275708&isnumber=28551

    http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1275708&isnumber=28551http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1275708&isnumber=28551http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1275708&isnumber=28551http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1275708&isnumber=28551