[HTML][HTML] Application of AI techniques and robotics in agriculture: A review

M Wakchaure, BK Patle, AK Mahindrakar - Artificial Intelligence in the Life …, 2023 - Elsevier
The aim of the proposed work is to review the various AI techniques (fuzzy logic (FL),
artificial neural network (ANN), genetic algorithm (GA), particle swarm optimization (PSO) …

[HTML][HTML] Internet of Things in arable farming: Implementation, applications, challenges and potential

A Villa-Henriksen, GTC Edwards, LA Pesonen… - Biosystems …, 2020 - Elsevier
Highlights•The role of Internet of Things in arable farming is reviewed.•Internet of Things is
leading arable farming to become data-driven.•Implementation and application are …

A comprehensive review of coverage path planning in robotics using classical and heuristic algorithms

CS Tan, R Mohd-Mokhtar, MR Arshad - IEEE Access, 2021 - ieeexplore.ieee.org
The small battery capacities of the mobile robot and the un-optimized planning efficiency of
the industrial robot bottlenecked the time efficiency and productivity rate of coverage tasks in …

Near-optimal area-coverage path planning of energy-constrained aerial robots with application in autonomous environmental monitoring

KR Jensen-Nau, T Hermans… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article describes a Voronoi-based path generation (VPG) algorithm for an energy-
constrained mobile robot, such as an unmanned aerial vehicle (UAV). The algorithm solves …

[PDF][PDF] On Complete Coverage Path Planning Algorithms for Non-holonomic Mobile Robots: Survey and Challenges.

A Khan, I Noreen, Z Habib - J. Inf. Sci. Eng., 2017 - uhb.edu.sa
The problem of determining a collision free path within a region is an important area of
research in robotics. One significant aspect of this problem is coverage path planning, which …

A multi-objective coverage path planning algorithm for UAVs to cover spatially distributed regions in urban environments

A Majeed, SO Hwang - Aerospace, 2021 - mdpi.com
This paper presents a multi-objective coverage flight path planning algorithm that finds
minimum length, collision-free, and flyable paths for unmanned aerial vehicles (UAV) in …

A state-of-the-art analysis of obstacle avoidance methods from the perspective of an agricultural sprayer UAV's operation scenario

S Ahmed, B Qiu, F Ahmad, CW Kong, H Xin - Agronomy, 2021 - mdpi.com
Over the last decade, Unmanned Aerial Vehicles (UAVs), also known as drones, have been
broadly utilized in various agricultural fields, such as crop management, crop monitoring …

Design and validation testing of a complete paddy field-coverage path planner for a fully autonomous tillage tractor

CW Jeon, HJ Kim, C Yun, X Han, JH Kim - Biosystems Engineering, 2021 - Elsevier
Highlights•A complete coverage path planner for a fully autonomous tractor was
designed.•The planner automatically provides inner and outer-work paths in polygonal …

Global path conflict detection algorithm of multiple agricultural machinery cooperation based on topographic map and time window

R Cao, Y Guo, Z Zhang, S Li, M Zhang, H Li… - … and Electronics in …, 2023 - Elsevier
Path planning is one of the crucial problems of multi-machine cooperative navigation. In the
context of regional farmland operation, multiple agricultural machines often need to …

Optimisation of agricultural routing planning in field logistics with Evolutionary Hybrid Neighbourhood Search

A Utamima, T Reiners, AH Ansaripoor - Biosystems Engineering, 2019 - Elsevier
Highlights•The optimisation of agricultural routing planning can improve field operation.•The
collection of field data from previous studies is valuable as datasets.•A new hybrid algorithm …