PID Control and PI State Estimation for Complex Networked Systems

Di Zhao received the B.Sc. degree in mathematics from Jilin Normal University, Siping, China, in 2013, and the Ph.D. degree in control science and engineering from the University of Shanghai for Science and Technology, Shanghai, China, in 2020. From March to June 2018, she was a Research Associate with the Department of Mathematics, City University of Hong Kong, Hong Kong. From November 2018 to November 2019, she was a visiting Ph.D. student with the Department of Computer Science, Brunel University London, Uxbridge,U.K. From August 2020 to April 2024, she was a Post- Doctoral Research Fellow with the College of Science, University of Shanghai for Science and Technology, Shanghai, China. She is currently an Associate Research Professor with the Business School, University of Shanghai for Science and Technology, Shanghai, China. Her research interests include PID control, proportionalintegral observer, networked control systems, and cyber-physical systems.Dr. Zhao is currently an active reviewer for many international journals.Zidong Wang is a Professor of Dynamical Systems and Computing at Brunel University London, West London, United Kingdom. He was born in 1966 in Yangzhou, Jiangsu, China. He received the B.Sc. degree in Mathematics in 1986 from Suzhou University, Suzhou, the M.Sc. degree inApplied Mathematics in 1990 and the Ph.D. degree in Electrical and Computer Engineering in 1994, both from Nanjing University of Science and Technology, Nanjing.He was appointed as Lecturer in 1990 and Associate Professor in 1994 at Nanjing University of Science and Technology. From January 1997 to December 1998, he was an Alexander von Humboldt research fellow with the Control Engineering Laboratory, Ruhr-University Bochum, Germany. FromJanuary 1999 to February 2001, he was a Lecturer with the Department of Mathematics, University of Kaiserslautern, Germany. From March 2001 to July 2002, he was a University Senior Research Fellow with the School of Mathematical and Information Sciences, Coventry University, U.K. In August 2002, he joined the Department of Computer Science, Brunel UniversityLondon, U.K., as a Lecturer, and was then promoted to a Reader in September 2003 and to a Chair Professor in July 2007. Professor Wang’s research interests include dynamical systems, signal processing, bioinformatics, control theory and applications. He has publishedmore than 700 papers in refereed international journals. He was awarded the Humboldt research fellowship in 1996 from Alexander von Humboldt Foundation, the JSPS Research Fellowship in 1998 from Japan Society for the Promotion of Science, and the William Mong Visiting Research Fellowship in 2002 from the University of Hong Kong. He was a recipient of the StateNatural Science Award from the State Council of China in 2014 and the Outstanding Science and Technology Development Awards (once in 2005 and twice in 1997) from the National Education Committee of China. Professor Wang is currently serving or has served as the Editor-in-Chief for International Journal of Systems Science, the Editor-in-Chief for Neurocomputing, Executive Editor for Systems Science and Control Engineering, Subject Editor for Journal of The Franklin Institute, an Associate Editor for IEEE Transactions on Automatic Control, IEEE Transactions on Control Systems Technology, IEEE Transactions on Systems, Man, and Cybernetics - Systems, Asian Journal of Control, Science China Information Sciences, IEEE/CAA Journal of Automatica Sinica, Control Theory and Technology, an Action Editor for Neural Networks, an Editorial Board Member for Information Fusion, IET Control Theory & Applications,Complexity, International Journal of Systems Science, Neurocomputing, International Journal of General Systems, Studies in Autonomic, Data-driven and Industrial Computing, and a member of the Conference Editorial Board for the IEEE Control Systems Society. He served as an Associate Editor for IEEE Transactions on Neural Networks, IEEE Transactions on Systems,Man, and Cybernetics - Part C, IEEE Transactions on Signal Processing, Circuits, Systems & Signal Processing, and an Editorial Board Member for International Journal of Computer Mathematics. ProfessorWang is a Member of the Academia Europaea (section of Physicsand Engineering Sciences), a Member of the European Academy of Sciences and Arts, a Fellow of the IEEE (for contributions to networked control and complex networks), a Fellow of the Chinese Association of Automation, a Member of the IEEE Press Editorial Board, a Member of the EPSRC Peer Review College of the UK, a Fellow of the Royal Statistical Society, a member of program committee for many international conferences, and a very active reviewer for many international journals. He was nominated an appreciated reviewer for IEEE Transactions on Signal Processing in 2006-2008 and 2011, an appreciated reviewer for IEEE Transactions on Intelligent Transportation Systems in 2008, an outstanding reviewer for IEEE Transactions on Automatic Control in 2004 and for the journal Automatica in 2000.Guoliang Wei received the B.Sc. degree in mathematics from Henan Normal University, Xinxiang, China, in 1997, and the M.Sc. degree in applied mathematics and the Ph.D. degree in control engineering from Donghua University, Shanghai, China, in 2005 and 2008, respectively.He is currently a Professor with the Business School, University of Shanghai for Science and Technology, Shanghai, China. From March 2010 to May 2011, he was an Alexander von Humboldt Research Fellow with the Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany. From March 2009 to February 2010, he was a Postdoctoral Research Fellow with the Department of Information Systems and Computing, Brunel University, Uxbridge, U.K., sponsored by the Leverhulme Trust of the U.K. From June 2007 to August 2007, he was a Research Assistant with the University of Hong Kong, Hong Kong.From March 2008 to May 2008, he was a Research Assistant with the City University of Hong Kong, Hong Kong. He has published more than 100 papers in refereed international journals. His research interests include nonlinear systems, stochastic systems, and bioinformatics.Prof. Wei is a very active reviewer for many international journals.

• 1.Introduction 2. PID Output-Feedback Control under Incomplete Measurements 3. Observer-Based PID Control under Cyber-Attacks 4. PID Tracking Control under Multiple Description Encoding Mechanisms 5. PI State Estimation under Constrained Bit Rate: An Encoding Decoding Approach 6. PI State Estimation under Deception Attacks: An Outlier-Resistant Approach 7. PI State Estimation under Round-Robin Protocol 8. PI State Estimation for Recurrent Neural Networks under Incomplete Measurements 9. Partial-Neurons-Based PI State Estimation for Artificial Neural Networks under Multiple Description Encoding Mechanisms 10. Conclusions and Future Topics