Basic Information

Guanghua Zhang

Associate Professor 

School of Automation Science and Engineering, Faculty of Electronic and Information Engineering

Xi'an Jiaotong University, Xi'an 710049, Shaanxi, China

E-mail: ghzhang2018@mail.xjtu.edu.cn

Education

2011-2018, Ph.D., Control Science and Engineering, Xi'an Jiaotong University, China

2007-2011, B.E., Automation, China University of Petroleum, China

Research Interests

1. Multi-Source Information Fusion

 

2. Estimation and Filtering

 

3. Target Detection and Tracking

Research Projects

1. National Natural Science Foundation of China, (Grant No. 62103318), PI, 2022-2024 (Reserach topic: Research on Accurate Situation Information Acquisition Technology of Group Targets)

2. Subproject of State Key Developement Program for Basic Research of China,  (Grant No. JZM-202011010), PI, 2020-2023

3. Natural Science Basic Research Program of Shaanxi, (Grant No. 2020JQ-073), PI, 2020-2021, (Reserach topic: Research on Sensor Management in Multi-target Collaborative Tracking of Airborne Platforms)

4. AVIC Leihua Electronic Technology Research Institute, (Grant No. 20220116, Horizontal project), PI, 2021-2022, (Reserach topic: Multiple group tracking and performance evaluation based on PHD and evolutionary network models)

5. AVIC Leihua Electronic Technology Research Institute, (Grant No. 20200784, Horizontal project), PI, 2020-2020, (Reserach topic: Research on Accurate Information Acquisition Technology for Formation Level Situation)

Publications

Journal Papers:

  1. Guanghua Zhang, Hua Liu, Junjun Guo, et al. "Distilling BERT knowledge into Seq2Seq with regularized Mixup for low-resource neural machine translation." Expert Systems with Applications, 2024: 125314.
  2. Guanghua Zhang, Xiqian Zhang, Linghao Zeng, et al. "Filtering in Triplet Markov Chain Model in the Presence of Non-Gaussian Noise with Application to Target Tracking." Remote Sensing,  2023, 15(23): 5543.
  3. Guanghua Zhang, Jian Lan, Le Zhang, et al. "Filtering in pairwise Markov model with Student's t non-stationary noise with application to target tracking." IEEE Transactions on Signal Processing, 2021, 69: 1627-1641.
  4. Guanghua Zhang, Feng Lian, Chongzhao Han, et al. "Two novel sensor control schemes for multi‐target tracking via delta generalised labelled multi‐Bernoulli filtering." IET Signal Processing, 2018, 12(9): 1131-1139.