The invention discloses an unmanned aerial vehicle anti-
interference communication link control method based on
heterogeneous network convergence, and relates to the technical field of unmanned aerial vehicle anti-
interference communication, and the method comprises the steps: S1, interference sensing and network state modeling, S2, intelligent link
decision making, S3, spectrum avoidance and
resource scheduling, S4, distributed feedback and cooperative anti-interference, and S5,
heterogeneous network cooperative
relay. S6,
resource allocation and energy efficiency optimization; S7, performance evaluation and parameter optimization; and S8, multi-link redundancy
backup. According to the invention, through S1, S2 and S7, a sensing, decision-making and optimization closed-loop
system is constructed, LSTM interference prediction and three-dimensional network modeling in S1 provide accurate input, a dual deep Q network in S2 realizes low-
delay link decision-making, and KPI evaluation and
genetic algorithm dynamic parameter adjustment in S7, the
signal-to-
interference ratio is improved, the anti-interference adaptability is improved compared with a traditional passive response mode, and the method has the advantages that the method is simple and convenient to operate, and the cost is low. The creative breakthrough that interference does not reach strategy precedence is realized; through S3 and S4, an active anti-interference mechanism is formed, and compared with a single avoidance or suppression method, the
interference elimination efficiency is improved.