4 citations · 7 across the 5 of their papers we have counts for
5 papers
Deep Filtering
Qing Zhang, George Yin, Leyi Wang
This paper develops a deep learning method for linear and nonlinear filtering. The idea is to start with a nominal dynamic model and generate Monte Carlo sample paths. Then these s…
Cyber-Physical Interference Modeling for Predictable Reliability of Inter-Vehicle Communications
Chuan Li, Hongwei Zhang, Jayanthi Rao +2
Predictable inter-vehicle communication reliability is a basis for the paradigm shift from the traditional singlevehicle-oriented safety and efficiency control to networked vehicle…
A Mean-Variance Control Framework for Platoon Control Problems: Weak Convergence Results and Applications on Reduction of Complexity
Zhixin Yang, G. Yin, Le Yi Wang +1
This paper introduces a new approach of treating platoon systems using mean-variance control formulation. The underlying system is a controlled switching diffusion in which the ran…
Near-Optimal Mean-Variance Controls under Two-time-scale Formulations and Applications
Zhixin Yang, G. Yin, Le Yi Wang +1
Although the mean-variance control was initially formulated for financial portfolio management problems in which one wants to maximize expected return and control the risk, our mot…
Sign-Error Adaptive Filtering Algorithms for Markovian Parameters
Araz Hashemi, G. Yin, Le Yi Wang
Motivated by reduction of computational complexity, this work develops sign-error adaptive filtering algorithms for estimating time-varying system parameters. Different from the pr…