The invention belongs to the technical field of computer communication, and particularly relates to a
communication link dynamic channel allocation method based on a swan gap
system. The method comprises the implementation steps that a cooperative communication monitoring module is established at a gap communication node, multi-dimensional link state parameters such as channel idle degree are collected in a distributed mode, and the
collection period is dynamically adjusted along with state changes; constructing an evaluation model by using an improved LSTM
algorithm, fusing the space coordinate
frequency domain features and the
time sequence parameters, and generating a channel state evaluation matrix; dynamically allocating channels in combination with channel stability, task priorities and data types; and a rapid re-evaluation mechanism is set, and when the channel
score deviates from a threshold value, re-allocation is performed, so that the communication stability is guaranteed. Through
dynamic monitoring, intelligent evaluation and self-adaptive distribution, the
channel resource utilization rate and communication stability are improved, the method is suitable for a distributed
internet of things scene of the swan mongolian
system, and the problems of channel competition and real-time scheduling under high-density deployment are solved.