How to generate a dataset in MATLAB for the given scenario ?
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Hello all, I am working on Machine learning based classification task wherein I have to generate Traning dataset based on the following scenario in MATLAB but not getting it clearly:
Scenario: The system consists of single antenna Transmitter and multiple antenna receiver. The signal received at the receiver is given by the following expression.
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/1613916/image.png)
where
,
,M indicates number of antennas at receiver,
is transmitted signal and is zero mean circularly symmetric complex Gaussian with variance P i.e.,
,
is a received vector and is given as
and
and it is a Rayleigh channel between transmitter and each antenna of receiver.
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/1613921/image.png)
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/1613926/image.png)
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/1613931/image.png)
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/1613936/image.png)
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/1613941/image.png)
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/1613946/image.png)
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/1613951/image.png)
My query is that I am getting confused due to presence of multiple (M) antennas at receiver. So how can we produce a training data set with 10^5 samples for this given scenario.
Any help in this regard will be highly appreciated.
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