Performance analysis of QAM and QPSK for FSoWC system using machine learning

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S.A.A. El-Mottaleb, M. Singh, S. Alshathri, W. El-Shafai, M.H. Aly, Enhancing security and capacity in FSO transmission for next-generation networks using OFDM/OCDMA-based ICSM codes. Front. Phys. 11, 1231025 (2023)

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I. Singh and M. Singh, A 160 Gbps free-space optics transmission enabled by DP-256-QAM and DSP algorithms. IEEE 7th International conference on recent advances and innovations in engineering (ICRAIE) 2022

K. Singh, M. Singh, and A. Grover, Mode division multiplexed terrestrial radio-over-free space optics transmission: Performance analysis under weather attenuation. IEEE Conference on interdisciplinary approaches in technology and management for social innovation (IATMSI) 2022

M. Singh, J. Kříž, M. Kamruzzaman, V. Dhasarathan, A. Sharma, S.A.A. El-Mottaleb, Design of a high-speed OFDM-SAC-OCDMA-based FSO system using EDW codes for supporting 5G data services and smart city applications. Front. Phys. 10, 934848 (2022)

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B. Abdualgalil and S. Abraham, Applications of machine learning algorithms and performance comparison: a review. International conference on emerging trends in information technology and engineering (ic-ETITE) 2020

M. Singh, J. Malhotra, A. Atieh, H.J. El-Khozondar, V. Dhasarathan, Performance investigation of 1.6 Tbps hybrid WDM-PDM-OFDM-based free space optics transmission link. Wireless Pers. Commun. 117, 2285–2309 (2021)

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V. Aggarwal, V. Gupta, P. Singh, K. Sharma, and N. Sharma, Detection of spatial outlier by using improved Z-score test. 3rd International conference on trends in electronics and informatics (ICOEI) (2019)

M.R. Karim, S.M.A. Nipu, M.S.H. Shawon, R. Kumar, S. Salman, A. Verma, E. S. M. Sherif, S. Islam, and M. I. Ammarullah. Machinability investigation of natural fibers reinforced polymer matrix composite under drilling: leveraging machine learning in bioengineering applications. AIP Adv. 14(4), (2024)

S.A.A. El-Mottaleb, A.G. Mohamed, A. Chehri, M. Singh, A. Atieh, H.Y. Ahmed, M. Zeghid, Performance of cipher image transmission in free space optics under foggy weather. IEEE Access 11, 139478–139497 (2023)

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S. Singh, N.S. Grewal, B. Kaur, Performance evaluation of inter-satellite optical wireless system on non-geostationary orbit using different qam techniques with DSP. J. Punjab Acad. Sci. 23, 352–360 (2023)

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S. Singh, N.S. Grewal, B. Kaur, Performance investigation and development of 112 Gbit/s dual polarization 16 QAM transmission system using differential encoding. Opt. Quantum Electron. 55(1), 70 (2023)

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C. Wang, P. Wen, X. Huang, K. Chen, K. Xu, Terahertz dual-band bandpass filter based on spoof surface plasmon polaritons with wide upper stopband suppression. Opt. Express 32(13), 22748–22758 (2024)

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M. Singh, A. Atieh, M.H. Aly, S.A.A. El-Mottaleb, A PAM-4 signals enabled 400 Gbps hybrid PDM-OAM multiplexing-based FSO transmission system. Opt. Quantum Electron. 56(7), 1259 (2024)

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P. Wen, Y. Jiang, F. Liu, Z. Ma, and Y. Wang, Direct synthesis of continuously tunable wideband bandpass filtering attenuator with multiple transmission zeros. IEEE Transactions on circuits and systems II: express briefs (2024)

S. Singh, N.S. Grewal, B. Kaur, Development and analysis of high-speed single-channel ISOWC transmission link using a spectrally efficient higher-order modulation format. ICTACT J. Commun. Technol. 13(4), 2794–2799 (2022)

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S. Singh, N.S. Grewal, B. Kaur, "Analysis of hybrid PDM-4QAM-OFDM for inter-satellite/mechatronic telecommunication using FSO system. Opto-Electron. Rev. 31(3), e147036 (2023)

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J. Zhang, L. Liu, Y. Fan, L. Zhuang, T. Zhou, Z. Piao, Wireless channel propagation scenarios identification: a perspective of machine learning. IEEE Access 8, 47797–47806 (2020)

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C.-P. Hwang, M.-S. Chen, C.-M. Shih, H.-Y. Chen, and W.K. Liu, Apply Scikit-learn in python to analyze driver behavior based on OBD data. 32nd International conference on advanced information networking and applications workshops (WAINA), (2018)

R. Kumar, R. Saha, V. Simic, N. Dev, R. Kumar, H.K. Banga, S. Singh, Rooftop solar potential in micro, small, and medium size enterprises: an insight into renewable energy tapping by decision-making approach. Sol. Energy 276, 112692 (2024)

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V.S. Pandi, M. Singh, J. Malhotra, A. Grover, A spectral-efficient 1 Tbps terrestrial free-space optics link based on super-channel transmission. Opt. Quant. Electron. 53(5), 252 (2021)

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M. Singh, J. Malhotra, Long-reach high-capacity hybrid MDM-OFDM-FSO transmission link under the effect of atmospheric turbulence. Wireless Pers. Commun. 107, 1549–1571 (2019)

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