  The increase in the number of mobile users increases in the requirement of
the spectrum. When effective and efficient channel allocation procedures are
introduced, the requirement can be reduced. As the users move from one location
to the other and wish to continue their communication without any interruption,
handoff process needs to be handled transparently such that the user is not
aware of the change in the control of base stations. Hence, a deep
learning-based channel reservation mechanism is proposed in this paper along
with a channel allocation procedure.
