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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| Vydáno v: | Optical and quantum electronics Ročník 55; číslo 11 |
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| Médium: | Journal Article |
| Jazyk: | angličtina |
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01.11.2023
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| 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. |
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| 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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| Cites_doi | 10.1109/LCOMM.2021.3070272 10.1016/j.optcom.2019.02.017 10.1109/JLT.2019.2938237 10.3390/electronics9010168 10.1007/s11107-019-00863-x 10.1098/rsta.2019.0180 10.1177/1687814020967874 10.1109/ACCESS.2022.3146374 10.1109/JLT.2013.2241731 10.1109/LCOMM.2019.2926457 10.1098/rsta.2019.0181 10.1109/LPT.2018.2865591 10.1007/s11082-021-03172-8 10.1109/TCOMM.2019.2963377 10.1109/LWC.2020.3038181 10.1109/ICC.2016.7510821 10.3390/photonics9050284 10.1109/EuCNC.2019.8801994 10.3390/photonics8070257 10.1016/B978-0-12-816502-7.00013-0 10.3390/photonics8050168 10.1109/GLOBECOM38437.2019.9013577 |
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| Keywords | Dynamic arithmetic optimization Fuzzy Channel Light emitting diode Visible light communication |
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| Title | Advanced led selection and map detection in glim systems using fuzzy dynamic arithmetic optimization (FDAO) algorithm |
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