Annual Reviews in Control最新文献

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Lateral control for autonomous vehicles: A comparative evaluation 自动驾驶汽车横向控制:比较评价
IF 9.4 2区 计算机科学
Annual Reviews in Control Pub Date : 2023-11-03 DOI: 10.1016/j.arcontrol.2023.100910
Antonio Artuñedo, Marcos Moreno-Gonzalez, Jorge Villagra
{"title":"Lateral control for autonomous vehicles: A comparative evaluation","authors":"Antonio Artuñedo,&nbsp;Marcos Moreno-Gonzalez,&nbsp;Jorge Villagra","doi":"10.1016/j.arcontrol.2023.100910","DOIUrl":"https://doi.org/10.1016/j.arcontrol.2023.100910","url":null,"abstract":"<div><p>The selection of an appropriate control strategy is essential for ensuring safe operation in autonomous driving. While numerous control strategies have been developed for specific driving scenarios, a comprehensive comparative assessment of their performance using the same tuning methodology is lacking in the literature. This paper addresses this gap by presenting a systematic evaluation of state-of-the-art model-free and model-based control strategies. The objective is to evaluate and contrast the performance of these controllers across a wide range of driving scenarios, reflecting the diverse needs of autonomous vehicles. To facilitate the comparative analysis, a comprehensive set of performance metrics is selected, encompassing accuracy, robustness, and comfort. The contributions of this research include the design of a systematic tuning methodology, the use of two novel metrics for stability and comfort comparisons and the evaluation through extensive simulations and real tests in an experimental instrumented vehicle over a wide range of trajectories.</p></div>","PeriodicalId":50750,"journal":{"name":"Annual Reviews in Control","volume":"57 ","pages":"Article 100910"},"PeriodicalIF":9.4,"publicationDate":"2023-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71765855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Survey of Feedback Particle Filter and related Controlled Interacting Particle Systems (CIPS) 反馈粒子滤波及相关可控相互作用粒子系统(CIPS)综述
IF 9.4 2区 计算机科学
Annual Reviews in Control Pub Date : 2023-01-03 DOI: 10.48550/arXiv.2301.00935
A. Taghvaei, P. Mehta
{"title":"A Survey of Feedback Particle Filter and related Controlled Interacting Particle Systems (CIPS)","authors":"A. Taghvaei, P. Mehta","doi":"10.48550/arXiv.2301.00935","DOIUrl":"https://doi.org/10.48550/arXiv.2301.00935","url":null,"abstract":"In this survey, we describe controlled interacting particle systems (CIPS) to approximate the solution of the optimal filtering and the optimal control problems. Part I of the survey is focussed on the feedback particle filter (FPF) algorithm, its derivation based on optimal transportation theory, and its relationship to the ensemble Kalman filter (EnKF) and the conventional sequential importance sampling-resampling (SIR) particle filters. The central numerical problem of FPF -- to approximate the solution of the Poisson equation -- is described together with the main solution approaches. An analytical and numerical comparison with the SIR particle filter is given to illustrate the advantages of the CIPS approach. Part II of the survey is focussed on adapting these algorithms for the problem of reinforcement learning. The survey includes several remarks that describe extensions as well as open problems in this subject.","PeriodicalId":50750,"journal":{"name":"Annual Reviews in Control","volume":"5 1","pages":"356-378"},"PeriodicalIF":9.4,"publicationDate":"2023-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83593288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Modeling and control of overhead cranes: A tutorial overview and perspectives 桥式起重机的建模和控制:教程概述和观点
IF 9.4 2区 计算机科学
Annual Reviews in Control Pub Date : 2023-01-01 DOI: 10.1016/j.arcontrol.2023.03.002
Mohammad Rasool Mojallizadeh , Bernard Brogliato , Christophe Prieur
{"title":"Modeling and control of overhead cranes: A tutorial overview and perspectives","authors":"Mohammad Rasool Mojallizadeh ,&nbsp;Bernard Brogliato ,&nbsp;Christophe Prieur","doi":"10.1016/j.arcontrol.2023.03.002","DOIUrl":"10.1016/j.arcontrol.2023.03.002","url":null,"abstract":"<div><p>This article presents a complete review of the modeling and control schemes for overhead cranes operating in 2D and 3D spaces published to date. The modeling schemes including the pendulum-like models with rigid and flexible links are reviewed and their key characteristics are studied. Subsequently, an overview of the control methods developed for such models is presented. Afterward, a new simulation-oriented model enabling to capture both cables’ dynamic and global nonlinearities caused by the pendulation is developed, and different control methods that exist in the literature are evaluated and compared based on this model using numerical experiments. In the end, several research gaps are identified to be considered in future works.</p></div>","PeriodicalId":50750,"journal":{"name":"Annual Reviews in Control","volume":"56 ","pages":"Article 100877"},"PeriodicalIF":9.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44791919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
A review of current state-of-the-art control methods for lower-limb powered prostheses 下肢动力假肢的控制方法综述
IF 9.4 2区 计算机科学
Annual Reviews in Control Pub Date : 2023-01-01 DOI: 10.1016/j.arcontrol.2023.03.003
Rachel Gehlhar , Maegan Tucker , Aaron J. Young , Aaron D. Ames
{"title":"A review of current state-of-the-art control methods for lower-limb powered prostheses","authors":"Rachel Gehlhar ,&nbsp;Maegan Tucker ,&nbsp;Aaron J. Young ,&nbsp;Aaron D. Ames","doi":"10.1016/j.arcontrol.2023.03.003","DOIUrl":"10.1016/j.arcontrol.2023.03.003","url":null,"abstract":"<div><p>Lower-limb prostheses aim to restore ambulatory function for individuals with lower-limb amputations. While the design of lower-limb prostheses is important, this paper focuses on the complementary challenge—the control of lower-limb prostheses. Specifically, we focus on powered prostheses, a subset of lower-limb prostheses, which utilize actuators to inject mechanical power into the walking gait of a human user.</p><p>In this paper, we present a review of existing control strategies for lower-limb powered prostheses, including the control objectives, sensing capabilities, and control methodologies. We separate the various control methods into three main tiers of prosthesis control: High-level control for task and gait phase estimation, mid-level control for desired torque computation (both with and without the use of reference trajectories), and low-level control for enforcing the computed torque commands on the prosthesis. In particular, we focus on the high- and mid-level control approaches in this review. Additionally, we outline existing methods for customizing the prosthetic behavior for individual human users. Finally, we conclude with a discussion on future research directions for powered lower-limb prostheses based on the potential of current control methods and open problems in the field.</p></div>","PeriodicalId":50750,"journal":{"name":"Annual Reviews in Control","volume":"55 ","pages":"Pages 142-164"},"PeriodicalIF":9.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10449377/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10107806","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Leakage diagnosis with a contamination mitigation control framework using a graph theory based model 基于图论模型的污染缓解控制框架下的泄漏诊断
IF 9.4 2区 计算机科学
Annual Reviews in Control Pub Date : 2023-01-01 DOI: 10.1016/j.arcontrol.2023.03.010
Saruch Satishkumar Rathore , Rahul Misra , Carsten Skovmose Kallesøe , Rafal Wisniewski
{"title":"Leakage diagnosis with a contamination mitigation control framework using a graph theory based model","authors":"Saruch Satishkumar Rathore ,&nbsp;Rahul Misra ,&nbsp;Carsten Skovmose Kallesøe ,&nbsp;Rafal Wisniewski","doi":"10.1016/j.arcontrol.2023.03.010","DOIUrl":"https://doi.org/10.1016/j.arcontrol.2023.03.010","url":null,"abstract":"<div><p>This work proposes an operational management approach for water distribution networks (WDNs) that can detect and localize leakages while also mitigating contamination resulting from these leaks. The primary emphasis of this work is the development of a contamination mitigation control scheme. A leak typically leads to a drop in network pressure that increases the risk of contamination. A leakage localization algorithm is responsible for detecting and localizing the leakage in the WDN. When a leak is detected in the network the contamination mitigation control is activated. The flow and pressure settings of the pumps are regulated by the contamination mitigation control in an optimal manner to minimize the risk of contamination. The entire framework is tested on the Smart Water Infrastructure Laboratory situated at Aalborg University, Denmark and a large-scale benchmark water network, which is part of a city network, L-town.</p></div>","PeriodicalId":50750,"journal":{"name":"Annual Reviews in Control","volume":"55 ","pages":"Pages 498-519"},"PeriodicalIF":9.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49739117","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Special section: Smart water systems 专题:智能水系统
IF 9.4 2区 计算机科学
Annual Reviews in Control Pub Date : 2023-01-01 DOI: 10.1016/j.arcontrol.2023.04.003
Marios M. Polycarpou , Iven Mareels , Ahmad F. Taha , Demetrios G. Eliades
{"title":"Special section: Smart water systems","authors":"Marios M. Polycarpou ,&nbsp;Iven Mareels ,&nbsp;Ahmad F. Taha ,&nbsp;Demetrios G. Eliades","doi":"10.1016/j.arcontrol.2023.04.003","DOIUrl":"https://doi.org/10.1016/j.arcontrol.2023.04.003","url":null,"abstract":"<div><p>The purpose of this Special Section is to provide an account of the state-of-the-art and perspectives for future research in the design and analysis of monitoring and control methods for smart water systems. This paper provides an overview of the six articles in the special section. Specifically, the special section consists of four review articles, as well as one vision and one tutorial article. These articles provide a review of leakage detection and isolation, a review of contamination event diagnosis, a review of state- space modelling of multiple reacting species in drinking water systems, a review of the application of model predictive control in Water Systems, a vision of optimizing pressure management and self-cleaning, as well as a tutorial for leakage detection and mitigation of potential contamination risk.</p></div>","PeriodicalId":50750,"journal":{"name":"Annual Reviews in Control","volume":"55 ","pages":"Pages 390-391"},"PeriodicalIF":9.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49739267","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamics of opinion formation, social power evolution, and naïve learning in social networks 社会网络中意见形成、社会权力演化和naïve学习的动态
IF 9.4 2区 计算机科学
Annual Reviews in Control Pub Date : 2023-01-01 DOI: 10.1016/j.arcontrol.2023.04.001
Ye Tian , Long Wang
{"title":"Dynamics of opinion formation, social power evolution, and naïve learning in social networks","authors":"Ye Tian ,&nbsp;Long Wang","doi":"10.1016/j.arcontrol.2023.04.001","DOIUrl":"https://doi.org/10.1016/j.arcontrol.2023.04.001","url":null,"abstract":"<div><p>The past few decades have witnessed a prevalence of applying dynamical models to the study of social networks. This paper reviews recent advances in the investigation of social networks with a predominant focus on agent-based models. Starting from classical models of opinion dynamics, we survey several recently developed models on opinion formation and social power evolution. These models extend the classical models’ cognitive assumption that individuals’ opinions evolve on a single issue by incorporating various sociological or psychological hypotheses to account for the evolution of opinions over multiple or a sequence of interdependent issues. We summarize basic results on the asymptotic behaviors of these models and discuss their sociological interpretations. In addition, we show how these models play a role in the emergence of collective intelligence by applying them to a naïve learning setting. Novel results that reveal how individuals successfully learn an unknown truth over issue sequences are presented. Finally, we conclude the paper and discuss potential directions for future research.</p></div>","PeriodicalId":50750,"journal":{"name":"Annual Reviews in Control","volume":"55 ","pages":"Pages 182-193"},"PeriodicalIF":9.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49739355","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Model predictive path tracking control for automated road vehicles: A review 自动道路车辆模型预测路径跟踪控制综述
IF 9.4 2区 计算机科学
Annual Reviews in Control Pub Date : 2023-01-01 DOI: 10.1016/j.arcontrol.2022.11.001
P. Stano , U. Montanaro , D. Tavernini , M. Tufo , G. Fiengo , L. Novella , A. Sorniotti
{"title":"Model predictive path tracking control for automated road vehicles: A review","authors":"P. Stano ,&nbsp;U. Montanaro ,&nbsp;D. Tavernini ,&nbsp;M. Tufo ,&nbsp;G. Fiengo ,&nbsp;L. Novella ,&nbsp;A. Sorniotti","doi":"10.1016/j.arcontrol.2022.11.001","DOIUrl":"https://doi.org/10.1016/j.arcontrol.2022.11.001","url":null,"abstract":"<div><p>Thanks to their road safety potential, automated vehicles are rapidly becoming a reality. In the last decade, automated driving has been the focus of intensive automotive engineering research, with the support of industry and governmental organisations. In automated driving systems, the path tracking layer defines the actuator commands to follow the reference path and speed profile. Model predictive control (MPC) is widely used for trajectory tracking because of its capability of managing multi-variable problems, and systematically considering constraints on states and control actions, as well as accounting for the expected future behaviour of the system. Despite the very large number of publications of the last few years, the literature lacks a comprehensive and updated survey on MPC for path tracking. To cover the gap, this literature review deals with the research conducted from 2015 until 2021 on model predictive path tracking control. Firstly, the survey highlights the significance of MPC in the recent path tracking control literature, with respect to alternative control structures. After classifying the different typologies of MPC for path tracking control, the adopted prediction models are critically analysed, together with typical optimal control problem formulations. This is followed by a summary of the most relevant results, which provides practical design indications, e.g., in terms of selection of prediction and control horizons. Finally, the most recent development trends are analysed, together with likely areas of further investigations, and the main conclusions are drawn.</p></div>","PeriodicalId":50750,"journal":{"name":"Annual Reviews in Control","volume":"55 ","pages":"Pages 194-236"},"PeriodicalIF":9.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49739356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
Contamination event diagnosis in drinking water networks: A review 饮用水管网污染事件诊断研究进展
IF 9.4 2区 计算机科学
Annual Reviews in Control Pub Date : 2023-01-01 DOI: 10.1016/j.arcontrol.2023.03.011
Demetrios G. Eliades , Stelios G. Vrachimis , Alireza Moghaddam , Ioannis Tzortzis , Marios M. Polycarpou
{"title":"Contamination event diagnosis in drinking water networks: A review","authors":"Demetrios G. Eliades ,&nbsp;Stelios G. Vrachimis ,&nbsp;Alireza Moghaddam ,&nbsp;Ioannis Tzortzis ,&nbsp;Marios M. Polycarpou","doi":"10.1016/j.arcontrol.2023.03.011","DOIUrl":"https://doi.org/10.1016/j.arcontrol.2023.03.011","url":null,"abstract":"<div><p>Water distribution systems are susceptible to contamination events, which can occur due to naturally occurring events, accidents or even malicious attacks. When a contamination event occurs, dangerous substances infiltrating the network may be consumed thereby deteriorating the consumers’ health and possibly affecting the economy. Advances in sensor and actuator technologies are enabling water networks to become smarter and more resilient to these types of events. This paper provides a broad review of the theoretical, modeling, and computational developments in the area of contamination event diagnosis for water distribution systems. Research is segmented into three main tasks, summarized as “Preparedness”, “Event Detection and Isolation” and “Emergency Event Management”. The key research topics from each task are described within a unified systems-theoretic mathematical framework, and their open challenges are discussed.</p></div>","PeriodicalId":50750,"journal":{"name":"Annual Reviews in Control","volume":"55 ","pages":"Pages 420-441"},"PeriodicalIF":9.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49739412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Switched NMPC for epidemiological and social-economic control objectives in SIR-type systems 在sir型系统中将NMPC转换为流行病学和社会经济控制目标
IF 9.4 2区 计算机科学
Annual Reviews in Control Pub Date : 2023-01-01 DOI: 10.1016/j.arcontrol.2023.100901
J.E. Sereno , A. D’Jorge , A. Ferramosca , E.A. Hernandez-Vargas , A.H. González
{"title":"Switched NMPC for epidemiological and social-economic control objectives in SIR-type systems","authors":"J.E. Sereno ,&nbsp;A. D’Jorge ,&nbsp;A. Ferramosca ,&nbsp;E.A. Hernandez-Vargas ,&nbsp;A.H. González","doi":"10.1016/j.arcontrol.2023.100901","DOIUrl":"https://doi.org/10.1016/j.arcontrol.2023.100901","url":null,"abstract":"","PeriodicalId":50750,"journal":{"name":"Annual Reviews in Control","volume":"56 ","pages":"100901"},"PeriodicalIF":9.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49740218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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