15 citations · 16 across the 4 of their papers we have counts for
4 papers
Adaptive Tracking Control with Binary-Valued Output Observations
Lantian Zhang, Lei Guo
This paper considers real-time control and learning problems for finite-dimensional linear systems under binary-valued and randomly disturbed output observations. This has long bee…
Asymptotically efficient adaptive identification under saturated output observation
Lantian Zhang, Lei Guo
As saturated output observations are ubiquitous in practice, identifying stochastic systems with such nonlinear observations is a fundamental problem across various fields. This pa…
Adaptive Identification with Guaranteed Performance Under Saturated-Observation and Non-Persistent Excitation
Lantian Zhang, Lei Guo
This paper investigates the adaptive identification and prediction problems for stochastic dynamical systems with saturated observations, which arise from various fields in enginee…
Identification and Adaptation with Binary-Valued Observations under Non-Persistent Excitation Condition
Lantian Zhang, Yanlong Zhao, Lei Guo
Dynamical systems with binary-valued observations are widely used in information industry, technology of biological pharmacy and other fields. Though there have been much efforts d…