1 code implementation • 1 Mar 2024 • Jiajun Qian, Liang Xu, Xiaoqiang Ren, Xiaofan Wang
In addition, improved control performance can be achieved by further optimizing neural network parameters.
no code implementations • 13 Dec 2022 • Shuang Wu, Xiaoqiang Ren, Qing-Shan Jia, Karl Henrik Johansson, Ling Shi
To alleviate the challenge, we reformulate the problem as a variant of the restless multi-armed bandit (RMAB) problem and leverage Whittle's index theory to design an index-based scheduling policy algorithm.
no code implementations • 29 Sep 2021 • Kemi Ding, Yijun Chen, Lei Wang, Xiaoqiang Ren, Guodong Shi
Next, in view of the inherent stability and sparsity constraints for the network interaction structure, we propose a stable and sparse system identification framework for learning the interaction graph from full player action observations.
no code implementations • 22 Apr 2021 • Guangyang Zeng, Xiaoqiang Ren, Junfeng Wu
We consider a multi-stage distributed detection scenario, where $n$ sensors and a fusion center (FC) are deployed to accomplish a binary hypothesis test.
no code implementations • 11 Apr 2020 • Xingkang He, Xiaoqiang Ren, Henrik Sandberg, Karl H. Johansson
The resilience of the secured filter with detection is verified by an explicit relationship between the upper bound of the estimation error and the number of detected attacked sensors.