Connection destination switching control method, communication apparatus and program
A connection destination switching control method executed by a communication apparatus, the connection destination switching control method comprising: a data acquisition step of acquiring observed values of received power of signals transmitted from a base station; a prediction processing step of predicting future received power by using the observed values acquired in the data acquisition step as input data into a prediction model; and a connection destination switching processing step of executing control for handover based on the future received power predicted in the prediction processing step.
1 . A connection destination switching control method executed by a communication apparatus, the connection destination switching control method comprising:
acquiring observed values of received power of signals transmitted from each base station among a plurality of base stations;
predicting future received power by using the observed values as input data into a prediction model; and
executing control for handover, by excluding, from handover candidates, a base station whose predicted future received power decreases with time, and by switching connection to a base station whose predicted future received power increases with time,
wherein, in the executing of the control for the handover,
a connection destination base station in which a set of handover processing occurs immediately after another set of handover processing is specified based on the future received power,
the connection destination base station is excluded from possible connection destination base stations, and
connection destination base stations as handover destinations are narrowed down.
2 . The connection destination switching control method according to claim 1 , wherein, in the executing of the control for the handover, connection destination base stations as handover destinations are narrowed down based on the future received power.
3 . The connection destination switching control method according to claim 1 , wherein a statistical value obtained by performing preprocessing on the observed values is used as the input data into the prediction model.
4 . The connection destination switching control method according to claim 3 , wherein the statistical value is a median value or an average value of the observed values in a predetermined section.
5 . The connection destination switching control method according to claim 1 , wherein the executing is performed by:
limiting monitoring target base stations to one or more base stations whose predicted future received power exceeds a predetermined threshold,
excluding, from handover candidate base stations among the limited monitoring targets, the base station whose predicted future received power decreases with time, and
switching a connection to the base station whose predicted future received power increases with time.
6 . A communication apparatus comprising:
a memory; and
a processor coupled to the memory and configured to:
acquire observed values of received power of signals transmitted from each base station among a plurality of base stations;
predict future received power by using the observed values as input data into a prediction model; and
execute control for handover, by excluding, from handover candidates, a base station whose predicted future received power decreases with time, and by switching connection to a base station whose predicted future received power increases with time,
wherein, in the executing of the control for the handover,
a connection destination base station in which a set of handover processing occurs immediately after another set of handover processing is specified based on the future received power,
the connection destination base station is excluded from possible connection destination base stations, and
connection destination base stations as handover destinations are narrowed down.
7 . A non-transitory computer-readable recording medium storing a program for causing a computer to function as the communication apparatus according to claim 6 .