[B1] Le Yi Wang, G. George Yin, Ji-Feng Zhang and Yanlong Zhao, System Identification with Quantized Observations, Theory and Applications, ISBN 978-0-8176-4955-5, Birkhauser, Boston, 2010.

Papers:

[J1] Yanlong Zhao, Le Yi Wang, George Yin and Ji-Feng Zhang, Identification of Wiener systems with binary-valued output observations, Automatica, 43(10): 1752-1765, 2007.

[J2] Le Yi Wang, George Yin, Yanlong Zhao and Ji-Feng Zhang, Identification input design for consistent parameter estimation of linear systems with binary-valued output observations, IEEE Transactions on Automatic Control, 53(4): 867-880, 2008.

[J3] Le Yi Wang, George Yin, Ji-Feng Zhang and Yanlong Zhao, Space and time complexities and sensor threshold selection in quantized identification, Automatica, 44(12): 3014-3024, 2008.

[J4] Yanlong Zhao, Le Yi Wang, George Yin and Ji-Feng Zhang, Identification of Hammerstein systems with quantized observations, SIAM Journal on Control and Optimization, 48(7): 4352-4376, 2010.

[J5] Jin Guo, Ji-Feng Zhang and Yanlong Zhao, Adaptive tracking control of a class of first-order systems with binary-valued observations and time-varying thresholds, IEEE Transactions on Automatic Control, 56(12): 2991-2996, 2011.

[J6] Jin Guo, Ji-Feng Zhang and Yanlong Zhao, Adaptive tracking of a class of first-order systems with binary-valued observations and fixed thresholds, Journal of Systems Science and Complexity, 25(6): 1041-1051, 2012.

[J7] Wenjian Bi, Jin Guo, Yanlong Zhao and Ji-Feng Zhang, A strong connectivity decomposition method for analyzing the multi-equilibrium property of general metabolic networks, Journal of System Science and Mathematical Science, 32(6): 653-665, 2012. (in Chinese)

[J8] Yanlong Zhao, Ji-Feng Zhang and Jin Guo, System identification and adaptive control of set-valued systems, Journal of System Science and Mathematical Science, 32(10): 1257-1265, 2012. (in Chinese) 

[J9] Jin Guo, Ji-Feng Zhang and Yanlong Zhao, Multi-equilibrium property of metabolic networks: MMN module, International Journal of Robust and Nonlinear Control, 24(10): 1505-1529, 2012.

[J10] Yanlong Zhao, Jin Guo and Ji-Feng Zhang, Adaptive tracking control of linear systems with binary-valued observations and periodic target, IEEE Transactions on Automatic Control, 58(5): 1293-1298, 2013.

[J11] Jin Guo and Yanlong Zhao,  Recursive projection algorithm on FIR system identification with binary-valued observations, Automatica, 49(11): 3396-3401, 2013.

[J12] Jin Guo and Yanlong Zhao, Identification of gain system with quantized observations and bounded persistent excitations, Science in China Series F: Information Sciences, 57(1): 1-15, 2014.

[J13] Guolian Kang, Wenjian Bi, Yanlong Zhao, Ji-Feng Zhang, Jun J. Yang, Heng Xu, Mignon L. Loh, Stephen P. Hunger, Mary V. Relling, Stanley Pounds, Cheng Cheng , A powerful and robust system identification approach to testing genotype-phenotype associations, Human Heredity, 78(2): 104-116, 2014.

[J14] Hao Yu, Wenjian Bi, Chenxing Liu, Yanlong Zhao, Ji-Feng Zhang, Dai Zhang and Weihua YUE, Protein-interaction-network-based analysis for genome-wide association analysis of schizophrenia in Han Chinese population, Journal of Psychiatric Research, 50: 73-78, 2014.

[J15] Jin Guo, Le Yi Wang, George Yin, Yanlong Zhao and Ji-Feng Zhang, Asymptotically efficient identification of FIR systems with quantized observations and general quantized inputs, Automatica, 57(7): 113-122, 2015.

[J16] Jin Guo, Yanlong Zhao*, Changyin Sun and Yao Yu, Recursive identification of FIR systems with binary-valued outputs and communication channels, Automatica, 60(10): 165-172, 2015.

[J17] Jin Guo, Yanlong Zhao* and Changyin Sun, State estimation with quantised innovations and communication channels, IET Control Theory and Applications, 9(17): 2606-2612, 2015.

[J18] Wenjian Bi, Guolian Kang, Yanlong Zhao, Yuehua Cui, et al, SVSI: Fast and powerful set-valued system identification approach to identifying rare variants in sequencing studies for ordered categorical traits, Annals of Human Genetics, 79(4): 294-309, 2015.

[J19] Ting Wang, Wenjian Bi, Yanlong Zhao* and Wenchao Xue, Radar target recognition algorithm based on RCS observation sequence—Set-valued identification method, Journal of Systems Science and Complexity, 29(3): 1-16, 2016.

[J20] Hao Yu, Wenjian Bi, Chenxing Liu, Yanlong Zhao, Dai Zhang and Weihua Yue, A hypothesis-driven pathway analysis reveals myelin-related pathways that contribute to the risk of schizophrenia and bipolar disorder, Neuro-Psychopharmacology and Biological Psychiatry, 51: 140-145, 2016.

[J21] Guolian Kang, Wenjian Bi, Hang Zhang and Yanlong Zhao, et al, A robust and powerful set-valued approach to rare variant association analyses of secondary traits in case-control sequencing studies, Genetics, 205(3), 2016.

[J22] Yanlong Zhao*, Wenjian Bi and Ting Wang, Iterative parameter estimate with batched binary-valued observations, Science China Information Sciences, 59(5): 052201, 2016.

[J23] Ximei Wang, Xingkang He, Ying Bao and Yanlong Zhao*, Parameter estimates of stochastic volatility model with maximum likelihood estimation and consistent extended kalman filter algorithm, Science China Information Sciences, 61, 042202: 1-17, April 2018.

[J24] Ting Wang, Hang Zhang and Yanlong Zhao*, Average consensus of multi-agent systems under directed topologies and binary-valued communications, IEEE Access, 6: 55995-56006, 2018.

[J25] Ximei Wang, Yanlong Zhao* and Ying Bao, Arbitrage-free conditions for implied volatility surface by Delta, The North American Journal of Economics and Finance, 48: 819-834, 2019.

[J26] Yanlong Zhao*, Ting Wang and Wenjian Bi, Consensus protocol for multi-agent systems with undirected topologies and binary-valued communications, IEEE Transactions on Automatic Control, 64(1): 206-221, 2019.

[J27] Ting Wang, Hang Zhang and Yanlong Zhao*, Parameter Estimation Based on Set-Valued Signals: Theory and Application, Acta Mathematicae Applicatae Sinica, English Series, 35(2): 255-263, 2019.

[J28] Ting Wang, Min Hu and Yanlong Zhao*, Consensus control with a constant gain for discrete-time binary-valued multi-agent systems based on a projected empirical measure method, IEEE/CAA Journal of Automatica Sinica, 6(4): 1052-1059, 2019.

[J29] Hang Zhang, Ting Wang and Yanlong Zhao*, FIR system identification with set-valued and precise observations from multiple sensors, Science China Information Sciences, 62(5): 052203, 2019.

[J30] Ximei Wang, Ting Wang, Changbao Xu and Yanlong Zhao*, Average consensus of multi-agent system with measurement noise and binary-valued communication, Asian journal of control, 21(4): 1-14, July 2019.

[J31] Hang Zhang, Wenjian Bi, Yuehua Cui, Honglei Chen, Jinbo Chen, Yanlong Zhao* and Guolian Kang*, Extreme-value sampling design is cost-beneficial only with a valid statistical approach for exposure-secondary outcome association analyses, Statistical Methods in Medical Research, 29(2): 466-480, 2020.

[J32] Ximei Wang, Min Hu, Yanlong Zhao* and Boualem Djehiche, Credit scoring based on the set-valued identification method, Journal of Systems Science and Complexity, 33: 1297-1309, April 2020.

[J33] Shuang Li, Cheng Peng, Ying Bao and Yanlong Zhao*, Explicit expressions to counterparty credit exposures for forward and European Option, The North American Journal of Economics and Finance, 52： 101130, 2020.

[J34] Ting Wang, Hang Zhang and Yanlong Zhao*, Consensus of multi-agent systems under binary-valued measurements and recursive projection algorithm, IEEE Transactions on Automatic Control, 65(6): 2678-2685, 2020.

[J35] Ting Wang, Min Hu, Yanlong Zhao*, Consensus of linear multi-agent systems with stochastic noises and binary-valued communications, International Journal of Robust and Nonlinear Control, 30: 4863-4879, 2020.

[J36] Jin Guo, Jing Cheng, Wenchao Xue, Yanlong Zhao*, Asymptotic efficiency and probabilistic error bound for maximum likelihood-based identification of finite impulse response systems with binary-valued observations and unreliable communications, International Journal of Adaptive control and Signal Processing, 34: 1483-1500, 2020.

[J37] Cheng Peng, Shuang Li, Yanlong Zhao*, Ying Bao, Sample average approximation of CVaR-based hedging problem with a deep-learning solution, The North American Journal of Economics and Finance, 56: 101325, 2021.

[J38] Hang Zhang, Ting Wang and Yanlong Zhao*, Asymptotically efficient recursive identification of FIR systems with binary-valued observations, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51(5): 2687-2700, 2021.

[J39] Jin Guo, Xuebin Wang, Wenchao Xue and Yanlong Zhao*, System identification with binary-valued observations under data tampering attacks, IEEE Transactions on Automatic Control, 66(8): 3825-3832, 2021.

[J40] Ting Wang, Min Hu and Yanlong Zhao*, Adaptive tracking control of FIR systems under binary-valued observations and recursive projection identification, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51(9): 5289-5299, 2021.

[J41] Shuping Tan, Jin Guo, Yanlong Zhao and Ji-Feng Zhang, Adaptive control with saturation-constrainted observations for drag-free satellites --- a set-valued identification approach, Science China Information Sciences, 64, 202202: 1-202202: 12, 2021.

[J42] Ying Wang, Yanlong Zhao* and Ji-Feng Zhang, Distributed recursive projection identification with binary-valued observations, Journal of Systems Science and Complexity, 34(5): 1-21, 2021.

[J43] Min Hu, Ting Wang, Yanlong Zhao*, Consensus of switched multi-agent systems with binary-valued communications, Science China Information Sciences, 65: 162207, 2022.

[J44] Ying Wang, Yanlong Zhao*, Ji-Feng Zhang and Jin Guo, A unified identification algorithm of FIR systems based on binary observations with time-varying thresholds, Automatica, 135: 109990, 2022.

[J45] Lantian Zhang, Yanlong Zhao, Lei Guo, Identification and adaptation with binary-valued observations under non-persistent excitation condition, Automatica, 138: 110158, 2022.

[J46] Xiaoyan Zhang, Wenchao Xue and Yanlong Zhao, On observability analysis and observer design for a class of nonlinear uncertain systems with general elastic vibration dynamics, Asian Journal of Control, 24(4): 2013-2024, 2022.

[J47] Ruoshi Shi, Yanlong Zhao*, Ying Bao and Cheng Peng, Sensitivity-based Conditional Value at Risk (SCVaR): An efficient measurement of credit exposure for options, The North American Journal of Economics and Finance, 62(2): 101781, 2022.

[J48] Shuang Li, Cheng Peng, Ying Bao, Yanlong Zhao* and Zhen Cao, Analytical Expressions to Counterparty Credit Risk Exposures for Interest Rate Derivatives, Acta Mathematicae Applicatae Sinica, 38(2):254-270, 2022.

[J49] Yanlong Zhao*, Hang Zhang, Ting Wang and Guolian Kang, System identification under saturated precise or set-valued measurements, Science China Information Sciences, 66: 112204, 2023.

[J50] Ting Wang, Xin Li, Jin Guo, Yanlong Zhao*, Identification of ARMA models with binary-valued observations, Automatica,149: 110832, 2023.

[J51] Xingkang He, Xinlei Yi, Yanlong Zhao, Karl Henrik Johansson, Vijay Gupta, Asymptotic analysis of federated learning under event-triggered communication, IEEE Transactions on Signal Processing, 71: 2654-2667, 2023.

[J52] Jin Guo, Ruizhe Jia, Ruinan Su, Yanlong Zhao, Identification of FIR systems with binary-valued observations against data tampering attacks, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53(9): 5861-5873, 2023.

[J53] Chuiliu Kong, Ying Wang and Yanlong Zhao* Adaptive tracking control under quantized observations and observation uncertainty with unbounded variance, Asian Journal of Control, 26(2): 989-1002, 2024.

[J54] Chuiliu Kong, Ying Wang, Yanlong Zhao*, Asymptotic consensus of multi-agent systems under binary-valued observations and observation uncertainty, Systems & Control Letters, 182: 105656, 2023.

[J55] Guojie Tang, Wenchao Xue*, Hao Peng, Zhijun Yang and Yanlong Zhao, Parallel multiple extended state observers based ADRC with application to high-speed precision motion stage, IEEE Transactions on Industrial Electronics, 71(8): 9639-9648, 2023.

[J56] Ying Wang, Xin Li, Yanlong Zhao* and Ji-Feng Zhang, Threshold selection and resource allocation for quantized identification, Journal of Systems Science and Complexity, 37(1): 204-229, 2024.

[J57] Ying Wang, Yanlong Zhao* and Ji-Feng Zhang, Asymptotically efficient quasi-newton type identification with quantized observations under bounded persistent excitations, Automatica, 166: 111722, 2024.

[J58] Jian Guo, Ying Wang, Yanlong Zhao and Ji-Feng Zhang, Sparse parameter identification for stochastic systems based on L_\gamma regularization, SIAM Journal on Control and Optimization, 62(6): 2884-2909, 2024.

[J59] Jieming Ke, Yanlong Zhao* and Ji-Feng Zhang, Joint identification of system parameter and noise parameters in quantized systems, Systems & Control Letters, 193: 105941, 2024.

[J60] Jieming Ke, Ying Wang, Yanlong Zhao* and Ji-Feng Zhang, Recursive identification of binary-valued systems under uniform persistent excitations, IEEE Transactions on Automatic Control , 69(12): 8204-8219, 2024.

[J61] Xiaoyan Zhang, Ying Wang, Wenchao Xue and Yanlong Zhao*, Recursive projected filter algorithm with binary-valued observations, Journal of Systems Science and Complexity, 37(5): 1832-1860, 2024.

[J62] Chuiliu Kong, Ying Wang and Yanlong Zhao*, Adaptive tracking control under quantized observations and observation uncertainty with unbounded variance, Asian Journal of Control, 26 (2): 989-1002, 2024.

[J63] Yanfei Hu, Shuangshuang Liang, Shuai Li, Yanlong Zhao and Yu Wen*, CAREPLUS: A general framework for hardware performance counter based malware detection under system resource competition, Computers & Security, 143: 103884, 2024.

[J64] Xiaodong Lu, Ting Wang* and Yanlong Zhao, Event-triggered control for consensus of multi-agent systems with binary-valued measurements, IEEE Transactions on Automatic Control, 69(7): 4630-4642, 2024.

[J65] Ru An, Ying Wang*, Yanlong Zhao and Ji-Feng Zhang, Consensus of high-order multi-agent systems with binary-valued communications and switching topologies, IEEE Transactions on Control of Network Systems, doi: 10.1109/TCNS.2024.3516582, 2024.

[J66] Peng Yu, Ji-Feng Zhang, Shuping Tan, Jin Guo* and Yanlong Zhao, On the optimality of uniform velocity–deceleration separation scheme for tethered satellite systems, Control Theory and Technology, 22(4): 503-516, 2024.

[J67] Guoxing Wen*, Dengxiu Yu* and Yanlong Zhao, Optimized fuzzy attitude control of quadrotor unmanned aerial vehicle using adaptive reinforcement learning strategy, IEEE Transactions on Aerospace and Electronic Systems, 60(5): 6075-6083, 2024.

[J68] Liping Guo, Jimin Wang, Yanlong Zhao and Ji-Feng Zhang, Consensus-based distributed nonlinear filtering with kernel mean embedding IEEE Transactions on Aerospace and Electronic Systems, 61(2): 4973-4987, 2025.

[J69] Jin Guo, Qingxiang Zhang and Yanlong Zhao*, Identification of FIR Systems with binary-valued observations under replay attacks, Automatica, 172:112001, 2025.

[J70] Kun Zhang, Huaguang Zhang, Yanlong Zhao, Huai-Ning Wu and Rong Su, Synchronization learning scheme of hybrid order adaptive dynamic optimizations for secure communication, IEEE Transactions on Information Forensics and Security, 20: 4110-4120, 2025.

[J71] Weijun Meng, Jingtao Shi, Ji-Feng Zhang and Yanlong Zhao, Necessary and sufficient conditions of open-Loop and closed-Loop solvability for delayed stochastic LQ optimal control problems, SIAM Journal on Control and Optimization, 63(3): 1736-1767, 2025.

[J72] Yuzhuo Ma, Yanlong Zhao, Ji-Feng Zhang and Wenjian Bi, Efficient and accurate framework for genome-wide gene-environment interaction analysis in large-scale biobanks, Nature Communications, 16: 3064, 2025.

[J73] Jieming Ke, Xiaodong Lu, Yanlong Zhao* and Ji-Feng Zhang, Signal-comparison-based distributed estimation under decaying average data rate communications, SIAM Journal on Control and Optimization, 63(2): 1129-1155, 2025.

[J74] Xiaodong Lu, Ting Wang, Yanlong Zhao* and Ji-Feng Zhang, Consensus of multi-agent systems under binary-valued measurements: an event-triggered coordination approach, Automatica, 176: 112255, 2025.

[J75] Xin Li and Yanlong Zhao*, The identification of parameter in a finite set under one-bit quantized observations, accepted by Automatica, 2025.

[J76] Tianning Han, Ying Wang and Yanlong Zhao*, Recursive Projection-Free Identification with Binary-Valued Observations, accepted by Systems & Control Letters, 2025.