Fault Identification and Analysis of Communication Network Based on Deep Learning

Table 1

5G network failures.

Interference	Uplink interference downlink interference
Overlay vulnerability	Coverage boundary has no coverage blind spot within coverage
Hardware	Antenna failure RF transmission chain/reception chain failure other hardware failures (power supply, GPS clock module)
Transmission	Interface failure: NG interface/xn interface link failure beam fault
Network slicing	NFV fault network slicing configuration Configuration of connection resources: Over-utilization of connection resources and under-utilization of connection resources allocation of computing resources: Over-utilization of computing resources and under-utilization of computing resources memory resource configuration: Overuse of memory resources, insufficient utilization of memory resources slice interoperability network management security
Others	Fading Configuration parameter error