How to get the complex-valued impulse response coefficients from comm.RayleighChannel

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Imran Tasadduq 2022-5-4

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评论： vidyesh 2024-2-19

The magnitude of channel impulse response can be plotted by using the "visualization" property of comm.RayleighChannel as has been described in Filter input signal through multipath Rayleigh fading channel - MATLAB (mathworks.com) in the Section "Display Impulse and Frequency Responses of Multipath Rayleigh Fading Channel". However, I couldn't find a way of getting the actual complex values of these impulse response coefficients. The now obsolete Matlab command "rayleighchan" used to have the following syntax to get the complex-valued impulse reponse coefficients:

chan = rayleighchan(ts,fd,tau,pdb);
h = chan.PathGains;

In the above code, "h" is the impulse response of the channel.

Please note that I am not looking for the PathGains at each sample point. I know that it can be obtained by using the following commands:

chan = comm.RayleighChannel(...);
[y,PathGains] = chan(x);

where "x" is the input signal, "y" is the output signal, and "PathGains" represents the channel filter coefficients at each sample point and is not channel impulse reponse.

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Imran Tasadduq 2022-11-21

Didn't find an answer yet.

Pooria Tabesh Mehr 2022-11-21

Take a look on this paper : ( "Channel Estimation In OFDM systems" By Jan-Jaap van de Beek, Ove Edfors, Magnus Sandell Sarah Kate wilson and Petr Ola Borjesson In proceedings Of VTC'95 Vol 2 pg.815-819 )

Possibly it helps to generate the channel impulse response by using the path gain and path delays of comm.RayleighChannel function.

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Answer 1

vidyesh 2024-1-24

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Hi Imran,

To obtain the complex impulse response coefficients of a multipath Rayleigh fading channel, you can pass a impulse signal to the comm.RayleighChannel system object.

impulse = [1; zeros(1023, 1)];
[~, pathGains] = rayleighchan(impulse);

Hope this helps.

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Imran Tasadduq 2024-2-15

Thanks a lot. It works but with two modifications.

First, the function name shouldn't be "rayleighchan" because in the new version of Matlab, this function has been removed. In fact, this was the primary reason that I had posted my question on 4 May 2022 that I am unable to get the impulse response coefficients using the new Matlab function "comm.RayleighChannel".

Second, even if I use your code after modifications (please see the example below), the number of output arguments of the last command expected by Matlab is one and not two despite the fact that Matlab documentation shows two output arugments.

Fs = 10e3;

tau = [0 1 2.5 5.4]*1e-3;

pdB = [0 -1.5 -2.5 -7];

Fd = 10;

chan = comm.RayleighChannel('SampleRate',Fs,'PathDelays',tau,'AveragePathGains',pdB,...

'MaximumDopplerShift',Fd,'Visualization','Impulse response');

impulse = [1; zeros(tau(end)*Fs, 1)];% To have as many samples in the impulse as needed

pathGains = chan(impulse); % Matlab doesn't accept two output arguments rather only one

On running the above code, the variable "pathGains" is indeed the impulse response.

Sometimes, the magnitudes of the impulse response (pathGains) do not match with the ones plotted by the "Visualization" option of "comm.RayleighChannel". I couldn't find an answer to this anomaly.

vidyesh 2024-2-19