Network Capacity Optimization for Cellular-Assisted Vehicular Systems by Online Learning-Based mmWave Beam Selection

Algorithm 3

Algorithm for updating estimators and counters.

Input: the selected beams

Output: the updated estimators and counters

1: The random variable is is initialized to a negative number

2: Observe the received data of each vehicle with the context , in each beam , and assign it to

3: For each l=1, …, Ldo

4:  For each i=1, …, do

5:   For each j=1, …, do

6:    Ifthen

7:     

8:     =

9:    End if

10:   End for

11:  End for

12: End for