can i reduce sidelobe pulse compression in radar using neural network? can you guide me on how to solve this problem.

<< as you can see the picture below
the target (figure 1)
the input of the pulse(figure 2)
>>

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Thats weird!
If you just wanna get rid of the jagged edges, there are millions of easier ways you can do it. Unless you have to use ANN and Wavelet, or this is a very simple situation that you put the picture for!
thanks Salaheddin Hosseinzadeh. you are right there is a lot of ways to do this. i already solve it using neural network. But i have to use wavelet neural network to solve this problem. can you guide me out on this problem. i have all the inputs data and the target
if you have any code or useful source so that i can follow.
thank you.

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So many pulse compression techniques are available using NN, you can use it.

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