教师简介

庄家卫，男，广东惠州人，2023年6月毕业于广东工业大学控制科学与工程专业，获工学博士学位。主要从事复杂动态网络、随机控制系统、不连续控制理论等领域研究。近年在Applied Mathematics and Computation、IEEE Transactions on Circuits and Systems II: Express Briefs、International Journal of Robust and Nonlinear Control等权威期刊上发表SCI论文十余篇。

联系方式

zhuangjiawei@gduf.edu.cn

主讲课程

《大学计算机基础》、《大数据技术与应用》

研究方向

网络控制系统、不连续控制策略、安全控制方法、机器学习

部分科研成果

期刊论文

[1] Jiawei Zhuang, Shiguo Peng, and Yonghua Wang. Exponential consensus of stochastic discrete multi-agent systems under DoS attacks via periodically intermittent control: An impulsive framework[J]. Applied Mathematics and Computation, 2022, 433: 127389.

[2] Jiawei Zhuang, Shiguo Peng, and Yonghua Wang. Event-Triggered Intermittent-Based Impulsive Control for Stabilization of Nonlinear Systems[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2022, 69(12): 5039-5043.

[3] Jiawei Zhuang, Shiguo Peng, and Hao Peng. Finite‐time and fixed‐time consensus of nonlinear multi‐agent systems: A unified two‐phase control[J]. International Journal of Robust and Nonlinear Control, 2024, doi: 10.1002/rnc.7469.

[4] Jiawei Zhuang, Shiguo Peng, and Yonghua Wang. Leader-following consensus of discrete-time stochastic nonlinear multiagent systems under fixed and switching topologies via impulsive control[J]. IEEE Systems Journal, 2022, 16(4): 6021-6030.

[5] Jiawei Zhuang, Shiguo Peng, and Hao Peng. Non-fragile exponential synchronisation of stochastic neural networks via aperiodic intermittent impulsive control[J]. International Journal of Systems Science, 2024, 55(5): 1021-1036.

[6] Jiawei Zhuang, Shiguo Peng, and Yonghua Wang. Exponential consensus of nonlinear stochastic discrete-time multi-agent systems with time-varying delay via impulsive control[J]. International Journal of Systems Science, 2022, 53(15): 3286-3301.

[7] Jiawei Zhuang, Yonghua Wang, Shiguo Peng, Yang Liu. Siegel distance-based fusion strategy and differential evolution algorithm for cooperative spectrum sensing[J]. Digital Signal Processing, 2023, 142: 104215.

[8] Jiawei Zhuang, Yonghua Wang, Pin Wan, Shunchao Zhang, and Yongwei Zhang. Centralized spectrum sensing based on covariance matrix decomposition and particle swarm clustering[J]. Physical Communication, 2021, 46: 101322.

[9] Xiongzhi Ai, Jiawei Zhuang, Yonghua Wang, Pin Wan, and Yu Fu. ResCaps: an improved capsule network and its application in ultrasonic image classification of thyroid papillary carcinoma[J]. Complex & Intelligent Systems, 2021: 1-9.

会议论文

[1] Jiawei Zhuang, Shiguo Peng, and Yonghua Wang. Secure Consensus of Stochastic Multi-agent Systems Subject to Deception Attacks via Impulsive Control[C]//2022 4th International Conference on Control and Robotics (ICCR). IEEE, 2022: 1-6.

[2] Jiawei Zhuang, Yonghua Wang, Pin Wan, Shunchao Zhang, Yongwei Zhang, Yi Li. Blind spectrum sensing based on the statistical covariance matrix and k-median clustering algorithm[C]//International Conference on Artificial Intelligence and Security. Springer, 2020: 467-478.

授权发明专利

[1] 庄家卫,王永华等. 基于信息几何和差分进化聚类算法的多天线协作频谱感知方法.

专利号：ZL 201910570384.3.

[2] 庄家卫,王永华等. 一种基于矩阵分解和粒子群优化聚类的协作频谱感知方法.

专利号：ZL 201910604407.8.