This invention discloses an automated testing method, device, and medium for a
broadband trunking communication
system, relating to the field of communication
network testing technology. The method includes: on the access side of the
broadband trunking communication network, collecting
voice group call service data, emergency video service data, and location information service data through
edge computing nodes, and generating a collection window dataset under a unified time reference; jointly analyzing the latency characteristics,
packet loss characteristics, and continuity characteristics in the collection window dataset to extract
abnormal distribution characteristics and generate abnormal feature fingerprints; after generating the abnormal feature fingerprints, applying controllable perturbations during service operation, constructing a perturbation response curve, identifying abnormal
change points, and generating an elastic threshold. This invention, by applying controllable perturbations during service operation and establishing a perturbation response curve, achieves dynamic identification of multi-dimensional communication data boundaries and can form an elastic threshold to adapt to real-
time changes in complex scenarios.