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Song Fang
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Towards Integrating Control and Information Theories: From Information-Theoretic Measures to Control Performance Limitations
S Fang, J Chen, H Ishii
Lecture Notes in Control and Information Sciences 465, 2017
66*2017
Fundamental limitations and intrinsic limits of feedback: An overview in an information age
J Chen, S Fang, H Ishii
Annual Reviews in Control, 2019
222019
Tradeoffs in Networked Feedback Systems: From Information-Theoretic Measures to Bode-Type Integrals
S Fang, H Ishii, J Chen
IEEE Transactions on Automatic Control 62 (3), 1046-1061, 2017
202017
Design constraints and limits of networked feedback in disturbance attenuation: An information-theoretic analysis
S Fang, J Chen, H Ishii
Automatica 79, 65-77, 2017
172017
Fundamental error bounds in state estimation: An information-theoretic analysis
S Fang, J Chen, H Ishii
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 357-362, 2017
132017
Generic variance bounds on estimation and prediction errors in time series analysis: An entropy perspective
S Fang, M Skoglund, KH Johansson, H Ishii, Q Zhu
2019 IEEE Information Theory Workshop (ITW), 1-5, 2019
102019
An Integral Characterization of Optimal Error Covariance by Kalman Filtering
S Fang, H Ishii, J Chen
2018 Annual American Control Conference (ACC), 5031-5036, 2018
92018
Two-way coding in control systems under injection attacks: from attack detection to attack correction
S Fang, KH Johansson, M Skoglund, H Sandberg, H Ishii
Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical …, 2019
82019
Independent Gaussian Distributions Minimize the Kullback-Leibler (KL) Divergence from Independent Gaussian Distributions
S Fang, Q Zhu
arXiv preprint arXiv:2011.02560, 2020
52020
A connection between feedback capacity and Kalman filter for colored Gaussian noises
S Fang, Q Zhu
2020 IEEE International Symposium on Information Theory (ISIT), 2055-2060, 2020
52020
Control over additive white Gaussian noise channels: Bode-type integrals, channel blurredness, negentropy rate, and beyond
S Fang, H Ishii, J Chen
IFAC Proceedings 47 (3), 3770-3775, 2014
52014
Trade-offs in information-limited feedback systems: MIMO Bode-type integrals and power allocation
S Fang, H Ishii, J Chen
2015 54th IEEE Conference on Decision and Control (CDC), 6178-6183, 2015
42015
Fundamental Limits of Obfuscation for Linear Gaussian Dynamical Systems: An Information-Theoretic Approach
S Fang, Q Zhu
arXiv preprint arXiv:2011.00718, 2020
32020
Generic bounds on the maximum deviations in sequential prediction: An information-theoretic analysis
S Fang, Q Zhu
2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019
32019
Power Gain Bounds of MIMO Networked Control Systems: An Entropy Perspective
S Fang, J Chen, H Ishii
IEEE Transactions on Automatic Control 64 (3), 1170-1177, 2018
32018
Intrinsic limits of power reduction in MIMO networked control systems
S Fang, J Chen, H Ishii
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 4759-4764, 2017
32017
Towards integrating information and control theories: From information-theoretic measures to system performance limitations
S Fang
PhD thesis, City University of Hong Kong, 2015
32015
Fundamental Stealthiness-Distortion Tradeoffs in Dynamical (Control) Systems under Injection Attacks: A Power Spectral Analysis
S Fang, Q Zhu
arXiv preprint arXiv:2012.02009, 2020
22020
Channel Leakage, Information-Theoretic Limitations of Obfuscation, and Optimal Privacy Mask Design for Streaming Data
S Fang, Q Zhu
arXiv e-prints, arXiv: 2008.04893, 2020
22020
Fundamental Limitations in Sequential Prediction and Recursive Algorithms: Lp Bounds via an Entropic Analysis
S Fang, Q Zhu
2020 54th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2020
22020
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