Xiaoxu Wang

Efficient False Alarm Probability Identification for Linear System with Uncertain Measurement

2018 · 2018 IEEE CSAA Guidance, Navigation and Control Conference (CGNCC)

This paper focuses on quickly and analytically identifying the unknown or time-varying false alarm probability (FAP) of the measurements uncertainty or missing in the linear networked multi-sensor system by resorting to the efficient implementation of …

On Arithmetic Average Fusion and Its Application for Distributed Multi-Bernoulli Multitarget Tracking

2020

Recently, the simple arithmetic averages (AA) fusion has demonstrated promising, even surprising, performance for multitarget information fusion. In this paper, we first analyze the conservativeness and Frechet mean properties of it, presenting new empirical analysis …

Continuous Teacher-Student Learning for Class-Incremental SAR Target Identification

2021 · 2021 China Automation Congress (CAC)

In this paper, we propose a class-incremental SAR target identification approach based on continuous teacher-student learning. The main challenge of class-incremental SAR target identification is catastrophic forgetting: as the learned model tend to adapt to …