2 papers
math.OC2022
Nonlinear Set Membership Filter with State Estimation Constraints via Consensus-ADMM
Xiaowei Li, Xuqi Zhang, Zhiguo Wang +1
This paper considers the state estimation problem for nonlinear dynamic systems with unknown but bounded noises. Set membership filter (SMF) is a popular algorithm to solve this pr…
cs.IT2020
Sub-Gaussian Matrices on Sets: Optimal Tail Dependence and Applications
Halyun Jeong, Xiaowei Li, Yaniv Plan +1
Random linear mappings are widely used in modern signal processing, compressed sensing and machine learning. These mappings may be used to embed the data into a significantly lower…