4 citations · 9 across the 6 of their papers we have counts for
6 papers
An Ensemble Learning Approach for Exercise Detection in Type 1 Diabetes Patients
Ke Ma, Hongkai Chen, Shan Lin
Type 1 diabetes is a serious disease in which individuals are unable to regulate their blood glucose levels, leading to various medical complications. Artificial pancreas (AP) syst…
A Deep Reinforcement Learning Framework for Optimizing Congestion Control in Data Centers
Shiva Ketabi, Hongkai Chen, Haiwei Dong +1
Various congestion control protocols have been designed to achieve high performance in different network environments. Modern online learning solutions that delegate the congestion…
CarFi: Rider Localization Using Wi-Fi CSI
Sirajum Munir, Hongkai Chen, Shiwei Fang +3
With the rise of hailing services, people are increasingly relying on shared mobility (e.g., Uber, Lyft) drivers to pick up for transportation. However, such drivers and riders hav…
An STL-based Approach to Resilient Control for Cyber-Physical Systems
Hongkai Chen, Scott A. Smolka, Nicola Paoletti +1
We present ResilienC, a framework for resilient control of Cyber-Physical Systems subject to STL-based requirements. ResilienC utilizes a recently developed formalism for specifyin…
An STL-based Formulation of Resilience in Cyber-Physical Systems
Hongkai Chen, Shan Lin, Scott A. Smolka +1
Resiliency is the ability to quickly recover from a violation and avoid future violations for as long as possible. Such a property is of fundamental importance for Cyber-Physical S…
MPC-guided Imitation Learning of Neural Network Policies for the Artificial Pancreas
Hongkai Chen, Nicola Paoletti, Scott A. Smolka +1
Even though model predictive control (MPC) is currently the main algorithm for insulin control in the artificial pancreas (AP), it usually requires complex online optimizations, wh…