Formal Modeling and Analysis of Hybrid Systems: A Case Study in Multi-robot Coordination

نویسندگان

  • Rajeev Alur
  • Joel M. Esposito
  • MinJun Kim
  • Vijay Kumar
  • Insup Lee
چکیده

The design of controllers for hybrid systems (i.e. mixed discretecontinuous systems) in a systematic manner remains a challenging task. In this case study, we apply formal modeling to the design of communication and control strategies for a team of autonomous robots to attain speci ed goals in a coordinated manner. The model of linear hybrid automata is used to describe the high-level design, and the veri cation software HyTech is used for symbolic analysis of the description. The goal of the project is to understand tradeo s among various design alternatives by generating constraints among parameters using symbolic analysis. In this paper, we report on di culties in modeling a team of robots using linear hybrid automata, results of analysis experiments, promise of the approach, and challenges for future research.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Using Formal Modelling with an Automated Analysis Tool to Design and Parametrically Analyze a Multi-robot Coordination Protocol: a case study

Many robot systems employ logic based or reactive controllers making them hybrid systems (i.e mixed discretecontinuous). However, designing such control laws in a systematic manner remains a challenging task. In this case study, we apply the formal modelling paradigm to a team of mobile robots. The linear hybrid automata modelling framework is used to describe the high-level design, and the ver...

متن کامل

SECURING INTERPRETABILITY OF FUZZY MODELS FOR MODELING NONLINEAR MIMO SYSTEMS USING A HYBRID OF EVOLUTIONARY ALGORITHMS

In this study, a Multi-Objective Genetic Algorithm (MOGA) is utilized to extract interpretable and compact fuzzy rule bases for modeling nonlinear Multi-input Multi-output (MIMO) systems. In the process of non- linear system identi cation, structure selection, parameter estimation, model performance and model validation are important objectives. Furthermore, se- curing low-level and high-level ...

متن کامل

Hybrid Time Delay Petri Nets as a Mathematical Novel Tool to Model Dynamic System with Current Sample Time

The existing modeling methods using Petri Nets‎, ‎have been successfully applied to model and analyze dynamic systems‎. ‎However‎, ‎these methods are not capable of modeling all dynamic systems such as systems with the current sample time signals‎, ‎systems including various subsystems and multi-mode systems‎. ‎This paper proposes Hybrid Time Delay Petri Nets (HTDPN) to solve the problem‎. ‎In ...

متن کامل

Comprehensive Decision Modeling of Reverse Logistics System: A Multi-criteria Decision Making Model by using Hybrid Evidential Reasoning Approach and TOPSIS (TECHNICAL NOTE)

In the last two decades, product recovery systems have received increasing attention due to several reasons such as new governmental regulations and economic advantages. One of the most important activities of these systems is to assign returned products to suitable reverse manufacturing alternatives. Uncertainty of returned products in terms of quantity, quality, and time complicates the decis...

متن کامل

Robust Hybrid Motion Force Control Algorithm for Robot Manipulators

In this paper we present a robust hybrid motion/force controller for rigid robot manipulators. The main contribution of this paper is that the proposed hybrid control system is able to accomplish motion objectives in free directions and force objectives in constrained directions under parametric uncertainty both in robot dynamics and stiffness constraint constant. Also, the given scheme is prov...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1999