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Fast and Lightweight: A real-time parallelizable MPC for embedded systems
期刊论文
EUROPEAN JOURNAL OF CONTROL, 2025, 卷号: 83
作者:
Jiang, Yuning
;
Fedorová, Kristína
;
Su, Junyan
;
Oravec, Juraj
;
Houska, Boris
HTML(62Kb)
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浏览/下载:35/0
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提交时间:2025/04/11
C (programming language)
Linear control systems
Open loop control
Open source software
Optimal control systems
Quadratic programming
Affine function
Distributed optimization
Embedded control
Model-predictive control
Multi-parametric optimizations
Open source implementation
Piece-wise
Quadratic programming problems
Real- time
Real-time control
Polyhedral control design: Theory and methods
期刊论文
ANNUAL REVIEWS IN CONTROL, 2025, 卷号: 60
作者:
Houska, Boris
;
Müller, Matthias A.
;
Villanueva, Mario Eduardo
Adobe PDF(2642Kb)
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浏览/下载:10/1
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提交时间:2025/06/17
Invariance
Linear control systems
Lyapunov functions
Optimal control systems
Predictive control systems
Robust control
Robustness (control systems)
Computing methods
Control design
Convex optimisation
Design method
Design theory
Linear controls
Model-predictive control
Optimal controls
Polyhedral computing
Theory and methods
Polyhedral Control Design: Theory and Methods
预印本
2024
作者:
Houska, Boris
;
Mueller, Matthias A.
;
Villanueva, Mario E.
收藏
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浏览/下载:76/0
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提交时间:2025/02/12
Polyhedral Computing
Convex Optimization
Linear Systems
Optimal Control
Robust Control
Model Predictive Control
A Distributionally Robust Model Predictive Control for Static and Dynamic Uncertainties in Smart Grids
期刊论文
IEEE TRANSACTIONS ON SMART GRID, 2024, 卷号: 15, 期号: 5, 页码: 4890-4902
作者:
Qi Li
;
Ye Shi
;
Yuning Jiang
;
Yuanming Shi
;
Haoyu Wang
Adobe PDF(16746Kb)
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浏览/下载:490/72
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提交时间:2024/04/09
Distributionally robust optimization
Wasserstein metric
tube-based stochastic model predictive control
static uncertainty
dynamic uncertainty
smart grid
Design and Control of a Transformable Quadrotor
会议论文
2024 43RD CHINESE CONTROL CONFERENCE (CCC), Kunming, China, 28-31 July 2024
作者:
Bin Hu
;
Xiaocheng Song
;
Zichong Ou
;
Xiaopei Liu
;
Jie Lu
Adobe PDF(303Kb)
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浏览/下载:318/3
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提交时间:2024/09/23
Flight simulators
Maneuverability
Predictive control systems
Structural dynamics
Design and control
Main bodies
Quad rotors
Real applications
Smart phones
Stabiliser
Transformable quadrotor
UAV control
UAV designs
Viewing angle
Improving Safety in Mixed Traffic: A Learning-based Model Predictive Control for Autonomous and Human-Driven Vehicle Platooning
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 293
作者:
Jie Wang
;
Zhihao Jiang
;
Yash Vardhan Pant
Adobe PDF(3290Kb)
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浏览/下载:375/1
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提交时间:2024/03/26
Autonomous vehicles
Gaussian distribution
Gaussian noise (electronic)
Learning systems
Mean square error
Predictive control systems
Uncertainty analysis
Autonomous Vehicles
Control strategies
First-principles modeling
Gaussian Processes
Human-driven vehicle
Learning Based Models
Mixed traffic
Mixed-vehicle platooning
Model-predictive control
Public roads
Next-Word Prediction: A Perspective of Energy-Aware Distributed Inference
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 5, 页码: 5695-5708
作者:
Shangshang Wang
;
Ziyu Shao
;
John C.S. Lui
Adobe PDF(7221Kb)
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收藏
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浏览/下载:266/0
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提交时间:2023/09/22
Budget control
E-learning
Economic and social effects
Energy utilization
Forecasting
Inference engines
Learning algorithms
Learning systems
Modeling languages
Natural language processing systems
Numerical methods
Quality control
Computational modelling
Distributed inference
Edge natural language processing
Energy-consumption
Language processing
Natural language processing
Natural languages
Next-word prediction
On-line controls
Online learning
Predictive models
Quality of experience
Quality-of-service
Word prediction
Configuration-Constrained Tube MPC
期刊论文
AUTOMATICA, 2024, 卷号: 163
作者:
Villanueva, Mario Eduardo
;
Müller, Matthias A.
;
Houska, Boris
Adobe PDF(997Kb)
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收藏
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浏览/下载:346/0
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提交时间:2024/02/23
Constrained optimization
Convex optimization
Linear systems
Predictive control systems
Robust control
Tubes (components)
Configuration constraints
Control laws
Convex optimisation
Convex optimization problems
Elastic tubes
Model-predictive control
Multiplicative uncertainty
Robust model predictive control
Tube model
Vertex configurations
Learning-based modeling of human-autonomous vehicle interaction for improved safety in mixed-vehicle platooning control
期刊论文
TRANSPORTATION RESEARCH PART C: EMERGING TECHNOLOGIES, 2024, 卷号: 162
作者:
Wang, Jie
;
Pant, Yash Vardhan
;
Jiang, Zhihao
Adobe PDF(1865Kb)
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浏览/下载:328/2
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提交时间:2024/04/26
Autonomous vehicles
Gaussian distribution
Gaussian noise (electronic)
Learning systems
Predictive control systems
Uncertainty analysis
Autonomous Vehicles
Gaussian process models
Gaussian Processes
Human-autonomous vehicle interaction
Mixed vehicle platoon
Model-predictive control
Modeling uncertainties
Predictive control strategy
Vehicle interactions
Vehicle platoons
NPC: Neural Predictive Control for Fuel-Efficient Autonomous Trucks
会议论文
ICRA, 2024, Yokohama, Japan, 13-17 May 2024
作者:
Jiaping Ren
;
Jiahao Xiang
;
Hongfei Gao
;
Jinchuan Zhang
;
Yiming Ren
Adobe PDF(3788Kb)
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收藏
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浏览/下载:228/1
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提交时间:2024/04/08
Automobiles
Freight transportation
Magnetic levitation vehicles
Petroleum transportation
Truck transportation
'current
Accurate modeling
Carbon emissions
Cargo transportation
Control command
Fuel efficiency
Neural-predictive controls
Physical modelling
Predictive control methods
Vehicle's dynamics
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