loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Bipjeet Kaur 1 ; Bhupjit Singh 2 and Robert Owusu 3

Affiliations: 1 Technical University of Denmark, Denmark ; 2 DTU Diplom, Technical Universty of Denmark, Denmark ; 3 Novitek Solutions ApS, Denmark

Abstract: The chapter looks into the data fusion framework of CLAFIS (Crop, Livestock and Forests Integrated System for Intelligent Automation, Processing and Control in Arable and Livestock Farms, and Forests) EU- FP7 project. Part of the project looked at improving the existing services provided by FMIS which provide tentative suggestion to the farmer to perform certain tasks like spraying and fertilization based on the history, weather conditions, input from farmers and other aspects. In order to model these aspect and improve the precision of the services enough, for the farmer to rely on the services, data validation and prioritization techniques were implemented. Machine learning algorithms like Kalman filter which can fuse information from multiple source was also modeled.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 54.226.226.30

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Kaur, B.; Singh, B. and Owusu, R. (2015). CLAFIS Project - Data Fusion Framework for Agricultural Services. In European Projects in Knowledge Applications and Intelligent Systems - EPS Lisbon 2016; ISBN 978-989-758-356-8, SciTePress, pages 84-110. DOI: 10.5220/0007901100840110

@conference{eps lisbon 201615,
author={Bipjeet Kaur. and Bhupjit Singh. and Robert Owusu.},
title={CLAFIS Project - Data Fusion Framework for Agricultural Services},
booktitle={European Projects in Knowledge Applications and Intelligent Systems - EPS Lisbon 2016},
year={2015},
pages={84-110},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007901100840110},
isbn={978-989-758-356-8},
}

TY - CONF

JO - European Projects in Knowledge Applications and Intelligent Systems - EPS Lisbon 2016
TI - CLAFIS Project - Data Fusion Framework for Agricultural Services
SN - 978-989-758-356-8
AU - Kaur, B.
AU - Singh, B.
AU - Owusu, R.
PY - 2015
SP - 84
EP - 110
DO - 10.5220/0007901100840110
PB - SciTePress