Effective Capacity Maximization in beyond 5G Vehicular Networks: A Hybrid Deep Transfer Learning Method

Algorithm 1

Optimal power allocation algorithm.

1. Initialize statistical information of small-scale fading, locations of CUEs and VUEs, , , , , optimal traffic throughput , power accuracy ;

2. Fix ;

3. whiledo

4. Solve from C1 in P5.

5. Solve from C2 in P5.

6. Calculate according to (31).

7. ifthen

8.  , , ;

9.  ;

10. end if

11. end while

12. Fix , ;

13. whiledo

14. Solve from C1 in P5.

15. Solve from C2 in P5.

16. Calculate according to (31).

17. ifthen

18.  , , ;

19.  ;

20. end if

21. end while

22. Output, , .