Advanced led selection and map detection in glim systems using fuzzy dynamic arithmetic optimization (FDAO) algorithm

As emerging technologies, numerous studies were carried out based on multiple input multiple output (MIMO) visible light communication (VLC) system that includes both experimental and theoretical demonstrations. MIMO-VLC system significantly suffers from performance deficiency. Recently, Orthogonal...

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Published in:	Optical and quantum electronics Vol. 55; no. 11
Main Authors:	Suresh, K., Lathif, Syed Ismail Abdul, Jayasakthi Velmurugan, K., Anand, Krishnamurthy
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.11.2023
Subjects:	Characterization and Evaluation of Materials Computer Communication Networks Electrical Engineering Lasers Optical Devices Optics Photonics Physics Physics and Astronomy Dynamic arithmetic optimization Fuzzy Channel Light emitting diode Visible light communication
ISSN:	0306-8919, 1572-817X
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Abstract	As emerging technologies, numerous studies were carried out based on multiple input multiple output (MIMO) visible light communication (VLC) system that includes both experimental and theoretical demonstrations. MIMO-VLC system significantly suffers from performance deficiency. Recently, Orthogonal Frequency division multiplexing is utilized for maintaining transmission rate and spectral efficiency. LED selection process plays a vital role in enhancing efficiency of generalized LED index modulation system with the adoption of MAP detection component that is greatly influenced by correlation among LED. Therefore, this paper designs a novel concept named fuzzy dynamic arithmetic optimization (FDAO) algorithm for the selection of optimal channel capacity. The proposed FDAO algorithm combines the mechanism of fuzzy logic system with the dynamic arithmetic optimization algorithm to select candidates with good channel capacity. FDAO algorithm automatically extracts and removes the candidate influenced by inaccurate active decisions and optimally selects the candidate solution with good channel capacity. Finally, the comparative analysis is carried out for diverse existing approaches with respect to bit error rate (BER) and index error rate (IER). The experimental analysis reveals that the proposed approach exhibited minimum BER and IER than other techniques.
AbstractList	As emerging technologies, numerous studies were carried out based on multiple input multiple output (MIMO) visible light communication (VLC) system that includes both experimental and theoretical demonstrations. MIMO-VLC system significantly suffers from performance deficiency. Recently, Orthogonal Frequency division multiplexing is utilized for maintaining transmission rate and spectral efficiency. LED selection process plays a vital role in enhancing efficiency of generalized LED index modulation system with the adoption of MAP detection component that is greatly influenced by correlation among LED. Therefore, this paper designs a novel concept named fuzzy dynamic arithmetic optimization (FDAO) algorithm for the selection of optimal channel capacity. The proposed FDAO algorithm combines the mechanism of fuzzy logic system with the dynamic arithmetic optimization algorithm to select candidates with good channel capacity. FDAO algorithm automatically extracts and removes the candidate influenced by inaccurate active decisions and optimally selects the candidate solution with good channel capacity. Finally, the comparative analysis is carried out for diverse existing approaches with respect to bit error rate (BER) and index error rate (IER). The experimental analysis reveals that the proposed approach exhibited minimum BER and IER than other techniques.
ArticleNumber	1003
Author	Anand, Krishnamurthy Suresh, K. Lathif, Syed Ismail Abdul Jayasakthi Velmurugan, K.
Author_xml	– sequence: 1 givenname: K. surname: Suresh fullname: Suresh, K. email: mailsureshkrish@gmail.com, sureshk8@srmist.edu.in organization: Department of Computational Intelligence, School of Computing, SRM Institute of Science and Technology – sequence: 2 givenname: Syed Ismail Abdul surname: Lathif fullname: Lathif, Syed Ismail Abdul organization: Department of Data Science and Business Systems, School of Computing, SRM Institute of Science and Technology – sequence: 3 givenname: K. surname: Jayasakthi Velmurugan fullname: Jayasakthi Velmurugan, K. organization: Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences – sequence: 4 givenname: Krishnamurthy surname: Anand fullname: Anand, Krishnamurthy organization: Department of Computer Science and Engineering, Rajalakshmi Engineering College (Autonomous)
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SubjectTerms	Characterization and Evaluation of Materials Computer Communication Networks Electrical Engineering Lasers Optical Devices Optics Photonics Physics Physics and Astronomy
Title	Advanced led selection and map detection in glim systems using fuzzy dynamic arithmetic optimization (FDAO) algorithm
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