vix.ing · top · new · best · stats · spec

Accurate Crop Spraying with RTK and Machine Learning on an Autonomous Field Robot

2023/10/25 by W. M. T. D. Wijesundara, Wijesundara, W. M. T. D., T. D. Wanigathunga +7 · 1 citation
Agricultural and Biological Sciences · #FOS: Computer and information sciences #Robotics (cs.RO) #Smart Agriculture and AI

paper · pdf · doi:10.48550/arxiv.2310.16812

openalex publication_date 2023/10/25 · openalex created_date 2023/10/28 · openalex updated_date 2026/07/28

Abstract

The agriculture sector requires a lot of labor and resources. Hence, farmers are constantly being pressed for technology and automation to be cost-effective. In this context, autonomous robots can play a very important role in carrying out agricultural tasks such as spraying, sowing, inspection, and even harvesting. This paper presents one such autonomous robot that is able to identify plants and spray agro-chemicals precisely. The robot uses machine vision technologies to find plants and RTK-GPS technology to navigate the robot along a predetermined path. The experiments were conducted in a field of potted plants in which successful results have been obtained.

Cited by

Related