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Real-time implementation of a fuzzy inference system for banana grading using DSP TMS320C6713 platform

Fuzzy Logic theory has been applied in various fields and technologies. One of the Fuzzy Logic application is to grade the agriculture produce based on its size. Currently, the grading is done based on observations and through experience. For further improvement, a high speed grading system using a...

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Main Authors:	Mustafa N.B.A., Gandi S., Sharrif Z.A.Md., Ahmed S.K.
Other Authors:	57191952020
Format:	Conference paper
Published:	2023
Subjects:	Agriculture Digital signal processors Engineering research Fruits Fuzzy systems Grading Image processing Innovation Logic programming Real time control Signal processing Banana fruits Computer platforms Fuzzy inference systems Fuzzy logic applications Fuzzy logic theory Grading process Grading system High-speed digital signal processors Image processing technique Implementation process Logic programs Real-time implementations Speed processors Fuzzy inference
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id	my.uniten.dspace-30631
record_format	dspace
spelling	my.uniten.dspace-306312023-12-29T15:50:33Z Real-time implementation of a fuzzy inference system for banana grading using DSP TMS320C6713 platform Mustafa N.B.A. Gandi S. Sharrif Z.A.Md. Ahmed S.K. 57191952020 37018150300 6507195893 25926812900 Agriculture Digital signal processors Engineering research Fruits Fuzzy systems Grading Image processing Innovation Logic programming Real time control Signal processing Banana fruits Computer platforms Fuzzy inference systems Fuzzy logic applications Fuzzy logic theory Grading process Grading system High-speed digital signal processors Image processing technique Implementation process Logic programs Real-time implementations Speed processors Fuzzy inference Fuzzy Logic theory has been applied in various fields and technologies. One of the Fuzzy Logic application is to grade the agriculture produce based on its size. Currently, the grading is done based on observations and through experience. For further improvement, a high speed grading system using a Fuzzy Inference System is designed to grade the agriculture produce. In this research, a banana fruit was chosen to show the viability of this system. The Fuzzy Inference System grades a banana based on the extracted features that are obtained using Image Processing techniques of several images of each fruit. Since, this grading process requires a high speed processor, a typical computer platform is not a perfect choice. Therefore in this paper, we design and implement a grading system that uses a high speed digital signal processor. Hence, DSP TMS320C6713 was chosen for the implementation process. This paper discusses the implementation process of a fuzzy logic program on DSP TMS320C6713 platform. �2010 lEEE. Final 2023-12-29T07:50:33Z 2023-12-29T07:50:33Z 2010 Conference paper 10.1109/SCORED.2010.5704026 2-s2.0-79951961930 https://www.scopus.com/inward/record.uri?eid=2-s2.0-79951961930&doi=10.1109%2fSCORED.2010.5704026&partnerID=40&md5=4601bddc0794872889838f5fd7c0c2c2 https://irepository.uniten.edu.my/handle/123456789/30631 5704026 324 328 Scopus
institution	Universiti Tenaga Nasional
building	UNITEN Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Tenaga Nasional
content_source	UNITEN Institutional Repository
url_provider	http://dspace.uniten.edu.my/
topic	Agriculture Digital signal processors Engineering research Fruits Fuzzy systems Grading Image processing Innovation Logic programming Real time control Signal processing Banana fruits Computer platforms Fuzzy inference systems Fuzzy logic applications Fuzzy logic theory Grading process Grading system High-speed digital signal processors Image processing technique Implementation process Logic programs Real-time implementations Speed processors Fuzzy inference
spellingShingle	Agriculture Digital signal processors Engineering research Fruits Fuzzy systems Grading Image processing Innovation Logic programming Real time control Signal processing Banana fruits Computer platforms Fuzzy inference systems Fuzzy logic applications Fuzzy logic theory Grading process Grading system High-speed digital signal processors Image processing technique Implementation process Logic programs Real-time implementations Speed processors Fuzzy inference Mustafa N.B.A. Gandi S. Sharrif Z.A.Md. Ahmed S.K. Real-time implementation of a fuzzy inference system for banana grading using DSP TMS320C6713 platform
description	Fuzzy Logic theory has been applied in various fields and technologies. One of the Fuzzy Logic application is to grade the agriculture produce based on its size. Currently, the grading is done based on observations and through experience. For further improvement, a high speed grading system using a Fuzzy Inference System is designed to grade the agriculture produce. In this research, a banana fruit was chosen to show the viability of this system. The Fuzzy Inference System grades a banana based on the extracted features that are obtained using Image Processing techniques of several images of each fruit. Since, this grading process requires a high speed processor, a typical computer platform is not a perfect choice. Therefore in this paper, we design and implement a grading system that uses a high speed digital signal processor. Hence, DSP TMS320C6713 was chosen for the implementation process. This paper discusses the implementation process of a fuzzy logic program on DSP TMS320C6713 platform. �2010 lEEE.
author2	57191952020
author_facet	57191952020 Mustafa N.B.A. Gandi S. Sharrif Z.A.Md. Ahmed S.K.
format	Conference paper
author	Mustafa N.B.A. Gandi S. Sharrif Z.A.Md. Ahmed S.K.
author_sort	Mustafa N.B.A.
title	Real-time implementation of a fuzzy inference system for banana grading using DSP TMS320C6713 platform
title_short	Real-time implementation of a fuzzy inference system for banana grading using DSP TMS320C6713 platform
title_full	Real-time implementation of a fuzzy inference system for banana grading using DSP TMS320C6713 platform
title_fullStr	Real-time implementation of a fuzzy inference system for banana grading using DSP TMS320C6713 platform
title_full_unstemmed	Real-time implementation of a fuzzy inference system for banana grading using DSP TMS320C6713 platform
title_sort	real-time implementation of a fuzzy inference system for banana grading using dsp tms320c6713 platform
publishDate	2023
_version_	1806426218802708480
score	13.239859

Real-time implementation of a fuzzy inference system for banana grading using DSP TMS320C6713 platform

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