A Comprehensive Study on Microwave Links: through Microwave Link Security Needs to Modeling and Evaluation

This thesis is an investigation of microwave link failure detection from the exploration of the raw dataset to the feasible detection model with satisfactory performance and resistance to noisy labels. This thesis helps to improve the situational awareness of communication networks' stakeholders and provides a feasible failure detection solution.