Measurement theory and technology

1. Two-dimensional DOA estimation based on thin array towed by a small autonomous platform
2. Monte Carlo method in optical atomic force microscopy

Signal and image processing technology

1. Signal pre-processing method and application design of edge nodes for distributed electromechanical system
2. Application of Lyapunov exponent algorithm in balise signal chaotic oscillator detection
3. A convolutional neural artistic stylization algorithm for suppressing image distortion

Control theory and technology

1. Label distribution expression recognition algorithm based on asymptotic truth value
2. Turnout fault prediction method based on gated recurrent units model
3. Field-weakening control system of induction motor based on model prediction
4. Multivariate time series prediction based on AR_CLSTM
5. Channel characteristics analysis of train-to-train wireless communication

Novel instrument and sensor system

1. DC boost converter with buck buffer
2. A low harmonic 12-pulse rectifier based on zigzag autotransformer by current injection at DC side

Test technology and applications

1. Experimental research on flame propagation characteristics of coal dust combustion
2. Polarization insensitivity electromagnetically induced reflection in graphene metasurface
3. Compression behavior and constitutive model establishment of fly ash cenosphere/polyurethane aluminum alloy syntactic foam