Lihua Xie

TL;DR: Rigorous theoretical analysis is given to show that the widely-used restrictive persistence of excitation (PE) condition is not required in the established framework and online approximates the optimal policy for the compensated system using a simulation of experience based RL technique.

TL;DR: A testing system for continuous sampling and testing of effluent at a water treatment plant, the system comprising: a sampling system to collect samples of the effluent; a monitoring system (40) connected to the sampling system, for measuring environmental parameters of the samples, the monitoring system consisting: a first analysis chamber (41) for measuring Environmental parameters of at least two selected from the group consisting of: pH, oxidation reduction potential (ORP) value for state of reduction oxidation (Redox), conductivity value for total dissolved solids (TDS), dissolved oxygen (DO),

TL;DR: Real-world indoor localization experimental results show that the proposed RELMs can not only improve the accuracy and repeatability, but also reduce the deviations and worst case errors of IPSs compared with basic ELM and OPT-ELM based IPSs.

TL;DR: The problem of passivity analysis finds important applications in many signal processing systems such as digital quantizers, decision feedback equalizers and digital and analog filters and is considered in terms of the feasibility of a linear matrix inequality (LMI) which can be solved efficiently.