Complete coverage path planning for wheeled agricultural robots
نویسندگان
چکیده
In the agricultural industry, an evolutionary effort has been made over last two decades to achieve precise autonomous systems perform typical in-field tasks, including harvesting, mowing, and spraying. One of main objectives system in agriculture is improve efficiency while reducing environmental impact cost. Due nature these operations, complete coverage path planning (CCPP) approaches play essential role find optimal which covers entire field taking into account land topography, operation requirements, robot characteristics. The aim this paper propose a CCPP approach defining movements mobile robots field. First, method based on tree exploration proposed all potential solutions satisfying some predefined constraints. Second, similarity check selection eliminate similar best solutions. optimization goals are maximize area minimize overlaps, nonworking length, overall travel time. To explore wide range possible solutions, our able consider multiple entrances for robot. For fields with complex shape, different dividing lines split them simple polygons also considered. Our computes headland zones automatically leads high rate
منابع مشابه
Complete coverage path planning of mobile robots for humanitarian demining
The paper presents a path planning algorithm for a non-circular shaped mobile robot to autonomously navigate in an unknown area for humanitarian demining. For that purpose the path planning problem comes down to planning a path from some starting location to a final location in an area so that the robot covers all the reachable positions in the area while following the planned path. Based on ou...
متن کاملCoverage Path Planning for Mobile Cleaning Robots
In this paper a path planning algorithms for a mobile cleaning robot is developed. An exact cellular decomposition divides an environment in multiple smaller regions called cells. To produce an efficient cleaning path, the order in which these cells are cleaned is important. This paper describes how the optimalization of this path can be formulated as a Traveling Salesman Problem. Furthermore a...
متن کاملProbability-based Optimal Path Planning for Two-wheeled Mobile Robots
Most dynamic systems show uncertainty in their behavior. Therefore, a deterministic model is not sufficient to predict the stochastic behavior of such systems. Alternatively, a stochastic model can be used for better analysis and simulation. By numerically integrating the stochastic differential equation or solving the Fokker-Planck equation, we can obtain a probability density function of the ...
متن کاملObstacle-avoiding Path Planning for High Velocity Wheeled Mobile Robots
This paper presents a new motion planning algorithm for wheeled mobile robots in presence of known static obstacles, especially well-suited for high velocity situations. It takes into account several conditions traditionally attached to smooth path planning, i.e. paths with continuous derivative and upper-bounded curvature. It makes use of a global path planner which exploits polynomial G curve...
متن کاملG3-splines for the Path Planning of Wheeled Mobile Robots
This paper deals with generation of smooth paths for the navigation of wheeled mobile robots by means of the iterative steering technique. A new motion planning primitive called G3spline or η-spline is proposed. It is a seventh order polynomial spline that permits the interpolation of an arbitrary sequence of points with associated arbitrary direction, curvature and curvature derivative. Adopti...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Field Robotics
سال: 2023
ISSN: ['1556-4967', '1556-4959']
DOI: https://doi.org/10.1002/rob.22187