Publications

Submitted

• Fang, X., Xu, Y., & Chen, T.. Duality of Time and Frequency Domain Kernel-Based Regularized System Identification.
• Fang, X., Zhang, M., & Chen, T.. On Fourier Duality of Stable Kernels and Their Reproducing Kernel Hilbert Spaces.
• Fang, X., Zhang, J., & Chen, T.. Characterization of Stable RKHSs with Sobolev Spaces: from Change of Variables to Modulation of Amplitude.
• Zhang M., Fang, X., & Chen, T.. On Convergence of Kernel-based Regularized Frequency Response Function Estimation

Journal Paper

• Fang, X., & Chen, T. (2024). On kernel design for regularized non-causal system identification. Automatica (Regular Paper), 159, 111335.
• Yu, X., Fang, X., Mu, B., & Chen, T. (2023). Kernel-based regularized iterative learning control of repetitive linear time-varying systems. Automatica (Regular Paper), 154, 111047.
• Chung, S., Chou, C. H., Fang, X., Al Kontar, R., & Okwudire, C. (2022). A Multi-stage approach for knowledge-guided predictions with application to additive manufacturing. IEEE Transactions on Automation Science and Engineering, 19(3), 1675-1687.

Conference Paper

• Fang, X., Mu, B., & Chen, T. (2024). Kernel-Based Regularized Continuous-Time System Identification from Sampled Data. In the 63nd IEEE Conference on Decision and Control (CDC).
• Fang, X., Xu, Y., & Chen, T. (2024). A Local Gaussian Process Regression Approach to Frequency Response Function Estimation. In the 20th IFAC Symposium on System Identification (SYSID). Finalists for the Young Author Award.
• Xu, Y., Fang, X., Mu, B., & Chen, T. (2024). An Efficient Implementation for Regularized Frequency Response Function and Transient Estimation. In the 20th IFAC Symposium on System Identification (SYSID).
• Fang, X., & Chen, T. (2022). On kernel design for non-causal systems with application to feedforward control. In 2022 41st Chinese control conference (CCC).