The invention discloses a precise interference avoidance method and device in a
radio system, and relates to the field of
signal processing, and the method comprises the steps: constructing a sensing matrix through sensing node data, and capturing a transient interference
signal through aperiodic scanning; performing
tensor decomposition on the
signal data to extract
time domain,
frequency domain, space domain and modulation domain features, constructing a dual-mode
spectrum analysis model, reconstructing an instantaneous
spectrogram by using
compressed sensing, and predicting an interference mode through LSTM; after the instantaneous
spectrogram and the predicted
interference graph are fused,
threat assessment is carried out through a multi-stage interference classification model; according to the interference category and the
threat level, beam forming is optimized, adaptive null is generated, a
power density optimization model is constructed, and the transmitting power is dynamically adjusted; an anti-interference frequency hopping sequence is generated based on a
chaotic mapping algorithm, and spectrum
camouflage and tracking
interference resistance are realized. The method has the advantages that accurate identification and dynamic avoidance of interference are realized through multi-dimensional
perception, intelligent prediction and adaptive beam forming, and the interference avoidance capability of a
wireless system is improved.