Multi-robot repeated area coverage

نویسندگان

  • Pooyan Fazli
  • Alireza Davoodi
  • Alan K. Mackworth
چکیده

We address the problem of repeated coverage of a target area, of any polygonal shape, by a team of robots having a limited visual range. Three distributed Clusterbased algorithms, and a method called Cyclic Coverage are introduced for the problem. The goal is to evaluate the performance of the repeated coverage algorithms under the effects of the variables: Environment Representation, and the Robots’ Visual Range. A comprehensive set of performance metrics are considered, including the distance the robots travel, the frequency of visiting points in the target area, and the degree of balance in workload distribution among the robots. The Cyclic Coverage approach, used as a benchmark to compare the algorithms, produces optimal or near-optimal solutions for the single robot case under some criteria. The results can be used as a framework for choosing an appropriate combination of repeated coverage algorithm, environment representation, and the robots’ visual range based on the particular scenario and the metric to be optimized.

برای دانلود 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

Multi-Robot Adversarial Coverage

This work discusses the problem of adversarial coverage, in which one or more robots are required to visit every point of a given area, which contains threats that might stop the robots. The objective of the robots is to cover the target area as quickly as possible, while maximizing the percentage of covered area before they are stopped. This problem has many real-world applications, from perfo...

متن کامل

Multi-robot Coverage with Dynamic Coverage Information Compression

We consider the problem of distributed terrain or area coverage of an initially unknown environment using a set of mobile robots. We describe a distributed algorithm that is able to solve the distributed coverage problem without having each robot exchange its complete coverage map with other robots. The central part of our technique is a compression algorithm used by a robot to approximate the ...

متن کامل

Leap-Frog Path Design for Multi-Robot Cooperative Localization

We present a “leap-frog” path designed for a team of three robots performing cooperative localization. Two robots act as stationary measurement beacons while the third moves in a path that provides informative measurements. After completing the move, the roles of each robot are switched and the path is repeated. We demonstrate accurate localization using this path via a coverage experiment in w...

متن کامل

A Vision-Based Trajectory Controller for Autonomous Cleaning Robots

Autonomous cleaning robots should completely cover the accessible area with minimal repeated coverage. We present a mostly visionbased navigation strategy for systematical exploration of an area with meandering lanes. The results of the robot experiments show that our approach can guide the robot along parallel lanes while achieving a good coverage with only a small proportion of repeated cover...

متن کامل

Homogeneous Hierarchical Composition of Areas in Multi-robot Area Coverage

Multi-robot area coverage poses several research challenges. The challenge of coordinating multiple robots’ actions coupled with the challenge of minimizing the overlap in coverage across robots becomes even more complex and critical when large teams and large areas are involved. In fact, the efficiency critically hinges on the coordination algorithms used and the robot capabilities. Multi-robo...

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

برای دانلود 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

عنوان ژورنال:
  • Auton. Robots

دوره 34  شماره 

صفحات  -

تاریخ انتشار 2013