Search Results for author: Dimos V. Dimarogonas

Found 43 papers, 3 papers with code

3D Directed Formation Control with Global Shape Convergence using Bispherical Coordinates

no code implementations20 Mar 2024 Omid Mirzaeedodangeh, Farhad Mehdifar, Dimos V. Dimarogonas

In this paper, we present a novel 3D formation control scheme for directed graphs in a leader-follower configuration, achieving (almost) global convergence to the desired shape.

Communication-Constrained STL Task Decomposition through Convex Optimization

no code implementations27 Feb 2024 Gregorio Marchesini, Siyuan Liu, Lars Lindemann, Dimos V. Dimarogonas

In this work, we propose a method to decompose signal temporal logic (STL) tasks for multi-agent systems subject to constraints imposed by the communication graph.

Low-Complexity Control for a Class of Uncertain MIMO Nonlinear Systems under Generalized Time-Varying Output Constraints

no code implementations8 Jan 2024 Farhad Mehdifar, Lars Lindemann, Charalampos P. Bechlioulis, Dimos V. Dimarogonas

This paper introduces a novel control framework to address the satisfaction of multiple time-varying output constraints in uncertain high-order MIMO nonlinear control systems.

On Approximate Opacity of Stochastic Control Systems

no code implementations3 Jan 2024 Siyuan Liu, Xiang Yin, Dimos V. Dimarogonas, Majid Zamani

Based on this new system relation, we show that one can verify opacity for stochastic control systems using their abstractions (modeled as finite gMDPs).

Relation

State Estimation for Linear Systems with Quadratic Outputs

no code implementations17 Dec 2023 Soulaimane Berkane, Dionysis Theodosis, Tarek Hamel, Dimos V. Dimarogonas

This letter deals with the problem of state estimation for a class of systems involving linear dynamics with multiple quadratic output measurements.

On Topological Conditions for Enabling Transient Control in Leader-follower Networks

no code implementations6 Dec 2023 Fei Chen, Dimos V. Dimarogonas

We derive necessary and sufficient conditions for leader-follower multi-agent systems such that we can further apply prescribed performance control to achieve the desired formation while satisfying certain transient constraints.

Distributed Sequential Receding Horizon Control of Multi-Agent Systems under Recurring Signal Temporal Logic

no code implementations12 Nov 2023 Eleftherios E. Vlahakis, Lars Lindemann, Dimos V. Dimarogonas

We consider the synthesis problem of a multi-agent system under Signal Temporal Logic (STL) specifications representing bounded-time tasks that need to be satisfied recurrently over an infinite horizon.

Scheduling

A contract negotiation scheme for safety verification of interconnected systems

no code implementations6 Nov 2023 Xiao Tan, Antonis Papachristodoulou, Dimos V. Dimarogonas

This paper proposes a (control) barrier function synthesis and safety verification scheme for interconnected nonlinear systems based on assume-guarantee contracts (AGC) and sum-of-squares (SOS) techniques.

Controller Synthesis of Collaborative Signal Temporal Logic Tasks for Multi-Agent Systems via Assume-Guarantee Contracts

no code implementations23 Sep 2023 Siyuan Liu, Adnane Saoud, Dimos V. Dimarogonas

This paper considers the problem of controller synthesis of signal temporal logic (STL) specifications for large-scale multi-agent systems, where the agents are dynamically coupled and subject to collaborative tasks.

Continuous-time control synthesis under nested signal temporal logic specifications

2 code implementations17 Sep 2023 Pian Yu, Xiao Tan, Dimos V. Dimarogonas

In this work, we propose a novel approach for the continuous-time control synthesis of nonlinear systems under nested signal temporal logic (STL) specifications.

Control of Nonlinear Systems Under Multiple Time-Varying Output Constraints: A Single Funnel Approach

no code implementations12 Jul 2023 Farhad Mehdifar, Lars Lindemann, Charalampos P. Bechlioulis, Dimos V. Dimarogonas

This paper proposes a novel control framework for handling (potentially coupled) multiple time-varying output constraints for uncertain nonlinear systems.

Construction of Control Barrier Functions Using Predictions with Finite Horizon

no code implementations9 May 2023 Adrian Wiltz, Xiao Tan, Dimos V. Dimarogonas

We show that, based on ideas similar to the Hamilton-Jacobi reachability analysis, the knowledge on the subset of a control-invariant set allows us to obtain a time-invariant CBF for the time-invariant dynamics under consideration.

Model Predictive Control

Decentralized Vehicle Coordination and Lane Switching without Switching of Controllers

no code implementations8 May 2023 Arno Frauenfelder, Adrian Wiltz, Dimos V. Dimarogonas

This paper proposes a controller for safe lane change manoeuvres of autonomous vehicles using high-order control barrier and Lyapunov functions.

Autonomous Vehicles Collision Avoidance

Prediction-Based Leader-Follower Rendezvous Model Predictive Control with Robustness to Communication Losses

no code implementations3 Apr 2023 Dženan Lapandić, Christos K. Verginis, Dimos V. Dimarogonas, Bo Wahlberg

In this paper we propose a novel distributed model predictive control (DMPC) based algorithm with a trajectory predictor for a scenario of landing of unmanned aerial vehicles (UAVs) on a moving unmanned surface vehicle (USV).

Model Predictive Control

A Consistency Constraint-Based Approach to Coupled State Constraints in Distributed Model Predictive Control

no code implementations24 Aug 2022 Adrian Wiltz, Fei Chen, Dimos V. Dimarogonas

In this paper, we present a distributed model predictive control (DMPC) scheme for dynamically decoupled systems which are subject to state constraints, coupling state constraints and input constraints.

Model Predictive Control

Handling Disjunctions in Signal Temporal Logic Based Control Through Nonsmooth Barrier Functions

no code implementations23 Aug 2022 Adrian Wiltz, Dimos V. Dimarogonas

For a class of spatio-temporal tasks defined by a fragment of Signal Temporal Logic (STL), we construct a nonsmooth time-varying control barrier function (CBF) and develop a controller based on a set of simple optimization problems.

Funnel Control Under Hard and Soft Output Constraints

no code implementations3 Aug 2022 Farhad Mehdifar, Charalampos P. Bechlioulis, Dimos V. Dimarogonas

This paper proposes a funnel control method under time-varying hard and soft output constraints.

Robust Trajectory Tracking for Underactuated Quadrotors with Prescribed Performance

no code implementations13 Jun 2022 Dženan Lapandić, Christos K. Verginis, Dimos V. Dimarogonas, Bo Wahlberg

We propose a control protocol based on the prescribed performance control (PPC) methodology for a quadrotor unmanned aerial vehicle (UAV).

Razumikhin and Krasovskii Approaches for Safe Stabilization

no code implementations26 Apr 2022 Wei Ren, Raphael M. Jungers, Dimos V. Dimarogonas

Based on the sliding surface functional, a feedback control law is established to investigate the stabilization and safety objectives simultaneously.

Planning and Control of Multi-Robot-Object Systems under Temporal Logic Tasks and Uncertain Dynamics

no code implementations25 Apr 2022 Christos K. Verginis, Yiannis Kantaros, Dimos V. Dimarogonas

We achieve such a construction by designing appropriate adaptive control protocols in the lower level, which guarantee the safe robot navigation/object transportation in the environment while compensating for the dynamic uncertainties.

Robot Navigation

Compositional Synthesis of Signal Temporal Logic Tasks via Assume-Guarantee Contracts

no code implementations18 Mar 2022 Siyuan Liu, Adnane Saoud, Pushpak Jagtap, Dimos V. Dimarogonas, Majid Zamani

In this paper, we focus on the problem of compositional synthesis of controllers enforcing signal temporal logic (STL) tasks over a class of continuous-time nonlinear interconnected systems.

Distributed Consensus of Stochastic Multi-agent Systems with Prescribed Performance Constraints

no code implementations7 Mar 2022 Pushpak Jagtap, Dimos V. Dimarogonas

This paper focuses on the problem of distributed consensus control of multi-agent systems while considering two main practical concerns (i) stochastic noise in the agent dynamics and (ii) predefined performance constraints over evolutions of multi-agent systems.

Event-Triggered Tracking Control of Networked Multi-Agent Systems

no code implementations22 Feb 2022 Wei Ren, Dimos V. Dimarogonas

This paper studies the tracking control problem of networked multi-agent systems under both multiple networks and event-triggered mechanisms.

Event-Triggered Tracking Control of Networked and Quantized Control Systems

no code implementations19 Oct 2021 Wei Ren, Dimos V. Dimarogonas, Raphael Jungers

This paper studies the tracking control problem of networked and quantized control systems under both multiple networks and event-triggered mechanisms.

Reactive and Risk-Aware Control for Signal Temporal Logic

no code implementations30 Aug 2021 Lars Lindemann, George J. Pappas, Dimos V. Dimarogonas

Addressing these is pivotal to build fully autonomous systems and requires a systematic integration of planning and control.

2-D Directed Formation Control Based on Bipolar Coordinates

no code implementations2 Aug 2021 Farhad Mehdifar, Charalampos P. Bechlioulis, Julien M. Hendrickx, Dimos V. Dimarogonas

This work proposes a novel 2-D formation control scheme for acyclic triangulated directed graphs (a class of minimally acyclic persistent graphs) based on bipolar coordinates with (almost) global convergence to the desired shape.

On the Undesired Equilibria Induced by Control Barrier Function Based Quadratic Programs

no code implementations30 Apr 2021 Xiao Tan, Dimos V. Dimarogonas

In this paper, we analyze the system behavior for general nonlinear control-affine systems when a control barrier function-induced quadratic program-based controller is employed for feedback.

High-order Barrier Functions: Robustness, Safety and Performance-Critical Control

no code implementations31 Mar 2021 Xiao Tan, Wenceslao Shaw Cortez, Dimos V. Dimarogonas

Furthermore, the proposed formulation accounts for "performance-critical" control: it guarantees that a subset of the forward invariant set will admit any existing, bounded control law, while still ensuring forward invariance of the set.

Vocal Bursts Intensity Prediction

Higher Order Convergent Control Barrier Functions for Leader-Follower Multi-Agent Systems under STL Tasks

no code implementations29 Mar 2021 Maryam Sharifi, Dimos V. Dimarogonas

This paper presents control strategies based on time-varying convergent higher order control barrier functions for a class of leader-follower multi-agent systems under signal temporal logic (STL) tasks.

Online Control Synthesis for Uncertain Systems under Signal Temporal Logic Specifications

no code implementations16 Mar 2021 Pian Yu, Yulong Gao, Frank J. Jiang, Karl H. Johansson, Dimos V. Dimarogonas

It is shown that when the STL formula is robustly satisfiable and the initial state of the system belongs to the initial root node of the tTLT, it is guaranteed that the trajectory generated by the control synthesis algorithm satisfies the STL formula.

Fixed-Time Convergent Control Barrier Functions for Coupled Multi-Agent Systems Under STL Tasks

no code implementations1 Mar 2021 Maryam Sharifi, Dimos V. Dimarogonas

This paper presents a control strategy based on a new notion of time-varying fixed-time convergent control barrier functions (TFCBFs) for a class of coupled multi-agent systems under signal temporal logic (STL) tasks.

Aperiodic Communication for MPC in Autonomous Cooperative Landing

no code implementations15 Feb 2021 Dženan Lapandić, Linnea Persson, Dimos V. Dimarogonas, Bo Wahlberg

The main contribution is a rendezvous algorithm with an online update rule of the rendezvous location.

Model Predictive Control

Barrier Function-based Collaborative Control of Multiple Robots under Signal Temporal Logic Tasks

no code implementations4 Feb 2021 Lars Lindemann, Dimos V. Dimarogonas

Motivated by the recent interest in cyber-physical and autonomous robotic systems, we study the problem of dynamically coupled multi-agent systems under a set of signal temporal logic tasks.

A hybrid barrier certificate approach to satisfy linear temporal logic specifications

no code implementations23 Nov 2020 Andrea Bisoffi, Dimos V. Dimarogonas

In order to solve this problem, we introduce an extension to such a hybrid system framework of the so-called eventuality property, which matches suitably the condition for the satisfaction of such a temporal logic specification.

Satisfaction of linear temporal logic specifications through recurrence tools for hybrid systems

no code implementations13 Nov 2020 Andrea Bisoffi, Dimos V. Dimarogonas

In this work we formulate the problem of satisfying a linear temporal logic formula on a linear plant with output feedback, through a recent hybrid systems formalism.

Learning Hybrid Control Barrier Functions from Data

no code implementations8 Nov 2020 Lars Lindemann, Haimin Hu, Alexander Robey, Hanwen Zhang, Dimos V. Dimarogonas, Stephen Tu, Nikolai Matni

Motivated by the lack of systematic tools to obtain safe control laws for hybrid systems, we propose an optimization-based framework for learning certifiably safe control laws from data.

Safe-by-Design Control for Euler-Lagrange Systems

1 code implementation8 Sep 2020 Wenceslao Shaw Cortez, Dimos V. Dimarogonas

The proposed approach consists of a sampled-data controller and an algorithm for barrier function construction to enforce safety (i. e satisfy position and velocity constraints).

Position

On Compatibility and Region of Attraction for Safe, Stabilizing Control Laws

no code implementations27 Aug 2020 Wenceslao Shaw Cortez, Dimos V. Dimarogonas

A novel control method is proposed to ensure compatibility of safe, stabilizing control laws, i. e., simultaneous satisfaction of asymptotic stability and constraint satisfaction for nonlinear affine systems.

Learning Control Barrier Functions from Expert Demonstrations

1 code implementation7 Apr 2020 Alexander Robey, Haimin Hu, Lars Lindemann, Hanwen Zhang, Dimos V. Dimarogonas, Stephen Tu, Nikolai Matni

Furthermore, if the CBF parameterization is convex, then under mild assumptions, so is our learning process.

Active Depth Estimation: Stability Analysis and its Applications

no code implementations16 Mar 2020 Romulo T. Rodrigues, Pedro Miraldo, Dimos V. Dimarogonas, A. Pedro Aguiar

Recovering the 3D structure of the surrounding environment is an essential task in any vision-controlled Structure-from-Motion (SfM) scheme.

Depth Estimation

A Framework for Depth Estimation and Relative Localization of Ground Robots using Computer Vision

no code implementations1 Aug 2019 Romulo T. Rodrigues, Pedro Miraldo, Dimos V. Dimarogonas, A. Pedro Aguiar

The basic idea consists in estimating the depth of the points by explicitly considering the dynamics of the camera mounted on a ground robot, and feeding the estimates of 3D points observed by both cameras in a filter that computes the relative pose between the robots.

3D Depth Estimation Pose Estimation

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