Niazi, Muhammad Umar B.
- Learning-based Design of Luenberger Observers for Autonomous Nonlinear Systems
2022/10/04 by Muhammad Umar B. Niazi, Niazi, Muhammad Umar B., John Z. Cao +7 · 5 citations
Computer Science · Engineering · Physics and Astronomy · #Control Systems and Identification #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Observer Design for the State Estimation of Epidemic Processes
2022/07/25 by Muhammad Umar B. Niazi, Niazi, Muhammad Umar B., Karl Henrik Johansson +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Mathematics · Medicine · #Dynamical Systems (math.DS) #FOS: Electrical engineering #FOS: Mathematics #Gene Regulatory Network Analysis #Mathematical and Theoretical Epidemiology and Ecology Models #Numerical methods for differential equations #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Secure State Estimation against Sparse Attacks on a Time-varying Set of Sensors
2022/11/10 by Zishuo Li, Li, Zishuo, Muhammad Umar B. Niazi +7 · 1 citation
Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Electrical engineering #Sparse and Compressive Sensing Techniques #Systems and Control (eess.SY) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering
- Resilient Set-based State Estimation for Linear Time-Invariant Systems Using Zonotopes
2022/11/15 by Muhammad Umar B. Niazi, Niazi, Muhammad Umar B., Amr Alanwar +5 · 1 citation
Computer Science · Engineering · #Advanced Control Systems Optimization #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Fault Detection and Control Systems #Optimization and Control (math.OC) #Systems and Control (eess.SY) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering
- Robust Data-Driven Predictive Control of Unknown Nonlinear Systems using Reachability Analysis
2022/11/10 by Farjadnia, Mahsa, Alanwar, Amr, Niazi, Muhammad Umar B. +2 · 1 citation
#FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering