Doppler Spread Estimation Based on Machine Learning for an OFDM System

Algorithm 1

Overall machine learning algorithm.

1 Input:

2  which denotes the data of the averaged PSD sequences

3  which denotes the data of the target Doppler

4 shift index sequences

5

6 Fixed Parameters:

7 

8

9 Weight Matrix Initialization:

10 

11 

12 

13 

14 

15

16 for do

17 for do

18  

19  

20  Forward Signal Propagation (Algorithm 2)

21  Backward Error Propagation (Algorithm 4)

22  Parameter Update (Algorithm 6)

23 end

24 end