Coverage Path Planning Optimization of Heterogeneous UAVs Group for Precision Agriculture

نویسندگان

چکیده

Precision farming is one of the ways transition to intensive methods agricultural production. The case application unmanned aerial vehicles (UAVs) for solving problems agriculture and animal husbandry among actively studied issues. UAV capable tasks monitoring, fertilizing, herbicides, etc. However, effective use requires solve flight planning, taking into account heterogeneity available attachments problem solved in process overflight. This research investigates planning a group heterogeneous UAVs applied issues coverage, which may arise both course monitoring implementation agrotechnical measures. method coverage path heterogenic based on genetic algorithm proposed; this provides by using moving ground platform are recharged refueled (multi with (mhCPPmp)). allows calculating fly task covering fields different shapes permits selecting optimal subset from set devices; it also 10% reduction cost flyby compared an that does not or platform.

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Aerial Coverage Optimization in Precision Agriculture

8 The coverage path planning (CPP) problem, is a problem belonging to a subfield of motion planning where the goal is to compute a complete coverage trajectory from initial to final position, within the robot workspace subjected to a set of restrictions. This problem has a complexity NP-complete, and has no general solution. Moreover, there are very few studies addressing this problem applied t...

متن کامل

Multiresolution Hierarchical Path-Planning for Small UAVs

In this paper we review some recent results on a new multiresolution hierarchical path planning algorithm for mobile agents with limited on-board computational resources. The proposed approach assumes that the agent (e.g., UAV) has detailed knowledge of the environment and the obstacles only in its vicinity. Far away obstacles are only partially known. The algorithm uses the Fast Lifting Wavele...

متن کامل

Coverage Path Planning in Non-Convex Polygon Areas for Orthophotomap Creation Using UAVs

Cílem této práce je implementace algoritmů pro pokrývání nekonvexních oblastí s využitím UAV (Unmanned Aerial Vehicle) a jejich experimentální ověření (jak v simulacích, tak na reálném bezpilotním prostředku). Z existujících algoritmů pro plánování příslušné letové trajektorie byly vybrány tři offline algoritmy využívající exaktní dekompozici oblasti – naivní, Enhanced Exact Cellular Decomposit...

متن کامل

Differential Geometric Path Planning of Multiple UAVs

Safe and simultaneous arrival of constant speed, constant altitude unmanned air vehicles (UAVs) on target is solved by design of paths of equal lengths. The starting point for our solution is the well-known Dubins path, which is composed of circular arc and line segments, thus requiring only one simple maneuver—constant rate turn. An explicit bound can be imposed on the rate during the design a...

متن کامل

Coverage Path Planning for UAVs Photogrammetry with Energy and Resolution Constraints

Unmanned Aerial Vehicles (UAVs) are starting to be used for photogrammetric sensing of large areas in several application domains, such as agriculture, rescuing, and surveillance. In this context, the problem of finding a path that covers the entire area of interest is known as Coverage Path Planning (CPP). Although this problem has been addressed by several authors from a geometrical point of ...

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

ژورنال

عنوان ژورنال: IEEE Access

سال: 2023

ISSN: ['2169-3536']

DOI: https://doi.org/10.1109/access.2023.3235207