Research Article

Light Weight Deep Learning Algorithm for Voice Call Quality of Services (Qos) in Cellular Communication

Algorithm 1

Lightweight deep learning algorithm (LWDLA).
(1)Initialize the cellular channel
(2)Evaluate the signal information as per the standards
(3)While (input signal density < max. no. of the cellular channel)
(4)For every channel count
(5) Update the values of z and x
(6)  If (channel index <1)
(7)   If (low signal values < maximum channel index)
(8)   Modify the signal index of the channel input
(9)  Else if (high signal values > maximum channel index)
(10)   Select the random channel index of the signal input
(11) Update the values of z and x as per the new channel
(12)Check the channel index values as per the performed signal strength
(13)Classify the voice details and provide the result
(14)End