Shaoming Wei

EMLR for multiple radars on a mobile platform

2019 · The Journal of Engineering

Aiming at the problem of radar sensor registration on a mobile platform, this study uses multiple radars to estimate the biases of the radar under the earth‐centred earth‐fixed coordinate system, which provides more accurate information …

Modulation classification based on denoising autoencoder and convolutional neural network with GNU radio

2019 · The Journal of Engineering

In this article, a machine learning method to classify signal with Gaussian noise based on denoising auto encoder (DAE) and convolutional neural network (CNN) is proposed. We combine denoising autoencoder's denoising ability with CNN's feature …

Discrete Dynamic Bayesian Network Threat Assessment Method Based on Cloud Parameter Learning

2019 · 2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP)

Aiming at the problem that the data is easily divided inaccurately at the conceptual junction after the discretization of the target continuous threat variable, a Discretization Dynamic Bayesian Network (DDBN)parameter learning algorithm based on cloud …