Dynamic Modeling and System Identification of User Engagement in mHealth Interventions using a Bayesian Approach for Missing Data Imputation [0.03%]
基于贝叶斯方法处理缺失数据的移动医疗干预中用户参与度的动力模式及系统识别模型
Mohamed El Mistiri,Steven De La Torre,Benjamin M Marlin et al.
Mohamed El Mistiri et al.
Digital behavior change interventions (DBCIs) have been found to positively impact health behaviors and are becoming increasingly important as an emerging topic for control systems applications. However, their effectiveness is heavily depen...
3DoF-KF HMPC: A Kalman filter-based Hybrid Model Predictive Control Algorithm for Mixed Logical Dynamical Systems [0.03%]
基于卡尔曼滤波器的混合逻辑动态系统的HMPC算法
Owais Khan,Mohamed El Mistiri,Sarasij Banerjee et al.
Owais Khan et al.
This paper presents the formulation, design procedure, and application of a hybrid model predictive control (HMPC) scheme for hybrid systems that is embedded in a mixed logical dynamical (MLD) framework. The proposed scheme adopts a three d...
Adaptive Personalized Prior-Knowledge-Informed Model Predictive Control for Type 1 Diabetes [0.03%]
适用于1型糖尿病的自适应个性化先验知识告知模型预测控制
Xiaoyu Sun,Mudassir Rashid,Mohammad Reza Askari et al.
Xiaoyu Sun et al.
This work considers the problem of adaptive prior-informed model predictive control (MPC) formulations that explicitly incorporate prior knowledge in the model development and is robust to missing data in the output measurements. The propos...
Prior Informed Regularization of Recursively Updated Latent-Variables-Based Models with Missing Observations [0.03%]
具有缺失观测的递归更新潜在变量模型的先验信息正则化方法研究
Xiaoyu Sun,Mudassir Rashid,Nicole Hobbs et al.
Xiaoyu Sun et al.
Many data-driven modeling techniques identify locally valid, linear representations of time-varying or nonlinear systems, and thus the model parameters must be adaptively updated as the operating conditions of the system vary, though the mo...
Control-oriented physiological modeling of hemodynamic responses to blood volume perturbation [0.03%]
基于生理学的血容量扰动血压响应控制建模研究
Ramin Bighamian,Bahram Parvinian,Christopher G Scully et al.
Ramin Bighamian et al.
This paper presents a physiological model to reproduce hemodynamic responses to blood volume perturbation. The model consists of three sub-models: a control-theoretic model relating blood volume response to blood volume perturbation; a simp...
Model-Fusion-Based Online Glucose Concentration Predictions in People with Type 1 Diabetes [0.03%]
基于模型融合的1型糖尿病患者的在线血糖浓度预测方法
Xia Yu,Kamuran Turksoy,Mudassir Rashid et al.
Xia Yu et al.
Accurate predictions of glucose concentrations are necessary to develop an artificial pancreas (AP) system for people with type 1 diabetes (T1D). In this work, a novel glucose forecasting paradigm based on a model fusion strategy is develop...
Optimized Treatment of Fibromyalgia Using System Identification and Hybrid Model Predictive Control [0.03%]
基于系统识别和混合模型预测控制的优化纤维肌痛治疗
Sunil Deshpande,Naresh N Nandola,Daniel E Rivera et al.
Sunil Deshpande et al.
The term adaptive intervention is used in behavioral health to describe individually-tailored strategies for preventing and treating chronic, relapsing disorders. This paper describes a system identification approach for developing dynamica...
Cycle-averaged dynamics of a periodically driven, closed-loop circulation model [0.03%]
周期驱动闭环环流模式的循环平均动态性质研究
T Heldt,J L Chang,J J S Chen et al.
T Heldt et al.
Time-varying elastance models have been used extensively in the past to simulate the pulsatile nature of cardiovascular waveforms. Frequently, however, one is interested in dynamics that occur over longer time scales, in which case a detail...
Comparative Study
Control engineering practice. 2005 Sep;13(9):1163-71. DOI:10.1016/j.conengprac.2004.10.012 2005
R Hosman,H Stassen
R Hosman
For proper manual aircraft control, the pilot has to perceive the motion state of the aircraft. In this perception process both the visual and the vestibular systems play an important role. To understand this perception process and its impa...
R J Hosman,M Mulder
R J Hosman
A pilot's perception of variables presented on the Electronic Flight Instrument System, EFIS, was investigated. A stimulus response technique was used to determine the accuracy and speed of the perception process. By varying the exposure ti...