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Alizadeh Ghazijahani, H., Atashbar, M.. (1403). A Public Information Precoding for MIMO Visible Light Communication System Based on Manifold Optimization. فناوری آموزش, (), 307-316. doi: 10.22061/jecei.2024.11251.782
H. Alizadeh Ghazijahani; M. Atashbar. "A Public Information Precoding for MIMO Visible Light Communication System Based on Manifold Optimization". فناوری آموزش, , , 1403, 307-316. doi: 10.22061/jecei.2024.11251.782
Alizadeh Ghazijahani, H., Atashbar, M.. (1403). 'A Public Information Precoding for MIMO Visible Light Communication System Based on Manifold Optimization', فناوری آموزش, (), pp. 307-316. doi: 10.22061/jecei.2024.11251.782
Alizadeh Ghazijahani, H., Atashbar, M.. A Public Information Precoding for MIMO Visible Light Communication System Based on Manifold Optimization. فناوری آموزش, 1403; (): 307-316. doi: 10.22061/jecei.2024.11251.782

A Public Information Precoding for MIMO Visible Light Communication System Based on Manifold Optimization

Journal of Electrical and Computer Engineering Innovations (JECEI)
مقالات آماده انتشار، پذیرفته شده، انتشار آنلاین از تاریخ 01 دی 1403    اصل مقاله (1.23 M)
نوع مقاله: Original Research Paper
شناسه دیجیتال (DOI): 10.22061/jecei.2024.11251.782
نویسندگان
H. Alizadeh Ghazijahani* ؛ M. Atashbar
Department of Electrical Engineering, Azarbaijan Shahid Madani University, Tabriz, Iran.
تاریخ دریافت: 14 شهریور 1403،  تاریخ بازنگری: 20 آذر 1403،  تاریخ پذیرش: 26 آذر 1403 
چکیده
Background and Objectives: The combination of multiple-input-multiple-output (MIMO) with a Visible light communication (VLC) system leads to a higher speed of data transmission named the MIMO-VLC system. In multi-user (MU) MIMO-VLC, an LED array transmits signals to users. These signals are categorized as signals of private information for each user and signals of public information for all users.
Methods: In this research, we design an omnidirectional precoding to transmit the signals of public information in the MU-MIMO-VLC network. We aim to maximize the achievable rate which leads to maximizing the received mean power at the possible location of the users. Besides maximizing the achievable rate, we consider equal mean transmission power constraints in all LEDs to achieve higher power efficiency of the power amplifiers used in the LED array. Based on this, we formulate an optimization problem in which the constraint is in the form of a manifold, and utilize a gradient method projected on the manifold to solve the problem.
Results: Simulation results indicate that the proposed omnidirectional precoding can achieve superior received mean power besides more than 10x bit error rate reduction compared to the classical form without precoding utilization.
Conclusion: In this research, we proposed an omnidirectional precoding for transmitting the public signals in the MU-MIMO-VLC system. The proposed optimization problem maximizes the received mean power constrained with equal transmission mean power of LEDs in the array.
کلیدواژه‌ها
VLC؛ MIMO؛ Precoding؛ Public information؛ Optimization
مراجع

[1] S. Aboagye, A. R. Ndjiongue, T. M. Ngatched, O. A. Dobre, H. V. Poor, “RIS-assisted visible light communication systems, A tutorial,” IEEE Commun. Surv. Tutorials, 25(1): 251-288, 2022.

[2] W. Jiang, F. L. Luo, 6G Key Technologies: A Comprehensive Guide, John Wiley & Sons, 2023.

[3] H. S. R Hujijo, M. Ilyas, “Enhancing spectral efficiency with low complexity filtered-orthogonal frequency division multiplexing in visible light communication system,” ETRI J., 46(6): 1007-1019, 2024.

[4] L. E. M. Matheus, A. B. Vieira, L. F. Vieira, M. A. Vieira, O. Gnawali, “Visible light communication: concepts, applications and challenges,” IEEE Commun. Surv. Tutorials, 21(4): 3204-3237, 2019.

[5] E. G. Larsson, O. Edfors, F. Tufvesson, T. L. Marzetta, “Massive MIMO for next generation wireless systems,” IEEE Commun. Mag., 52(2):186-195, 2014.

[6] E. Castaneda, A. Silva, A. Gameiro, M. Kountouris, “An overview on resource allocation techniques for multi-user MIMO systems,” IEEE Commun. Surv. Tutorials, 19(1):239-284, 2016.

[7] J. Lian, M. Brandt-Pearce, “Multiuser visible light communication systems using OFDMA,” J, Lightwave Technol., 38(21):6015-6023, 2020.

[8] C. Chen, W. D. Zhong, D. Wu, “On the coverage of multiple-input multiple-output visible light communications,” J. Opt. Commun. Networking, 9(9): D31-D41, 2017.

[9] F. Xing, S. He, V. C. Leung, H. Yin, “Energy efficiency optimization for rate-splitting multiple access-based indoor visible light communication networks,” IEEE J. Sel. Areas Commun., 40(5): 1706-1720, 2022.

[10] C. Wang, Y. Yang, Z. Yang, C. Feng, J. Cheng, C. Guo, “Joint SIC-based Precoding and Sub-connected architecture design for MIMO VLC systems,” IEEE Trans. Commun., 71(2): 1044-1058, 2023.

[11] F. R Castillo‐Soria, C Gutierrez, F. M Maciel‐Barboza, V. I Rodriguez Abdala, J Datta, “Relay-assisted multiuser MIMO-DQSM system for correlated fading channels,” ETRI J., 46(2): 184-193, 2024.

[12] F. Yang, Y. Dong, “Joint probabilistic shaping and beamforming scheme for MISO VLC systems,” IEEE Wireless Commun. Lett., 11(3): 508-512, 2021.

[13] Y. Hong, J. Chen, Z. Wang, C. Yu, “Performance of a precoding MIMO system for decentralized multiuser indoor visible light communications,” IEEE Photonics J., 5(4): 7800211-7800211, 2013.

[14] S. T. Duong, T. V. Pham, C. T. Nguyen, A. T. Pham, “Energy-efficient precoding designs for multi-user visible light communication systems with confidential messages,” IEEE Trans. Green Commun. Networking, 5(4): 1974-1987, 2021.

[15] Q. Zhao, Y. Fan, B. Kang, “A joint precoding scheme for indoor downlink multi-user MIMO VLC systems,” Opt. Commun., 403: 341-346, 2017.

[16] H. Marshoud, P. C. Sofotasios, S. Muhaidat, B. S. Sharif, G. K. Karagiannidis, “Optical adaptive precoding for visible light communications,” IEEE Access, 6: 22121-22130, 2018.

[17] H. Ma, L. Lampe, S. Hranilovic, “Robust MMSE linear precoding for visible light communication broadcasting systems,” in Proc. 2013 IEEE Globecom Workshops (GC Wkshps), 2013.

[18] T. V. Pham, H. Le-Minh, A. T. Pham, “Multi-user visible light communication broadcast channels with zero-forcing precoding,” IEEE Trans. Commun., 65(6): 2509-2521, 2017.

[19] N. T. Le, Y.M. Jang, “Broadcasting MAC protocol for IEEE 802.15. 7 visible light communication,” in Proc. 2013 Fifth International Conference on Ubiquitous and Future Networks (ICUFN), 2013.

[20] Y. Mao, O. Dizdar, B. Clerckx, R. Schober, P. Popovski, H. V. Poor, “Rate-splitting multiple access: Fundamentals, survey, and future research trends,” IEEE Commun. Surv. Tutorials, 24(4): 2073-2126, 2022.

[21] S. A. Naser, P. C. Sofotasios, S. Muhaidat, M. Al-Qutayri, “Rate-splitting multiple access for indoor visible light communication networks,” in Proc. 2021 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), 2021.

[22] M. Dai, B. Clerckx, D. Gesbert, G. Caire, “A rate splitting strategy for massive MIMO with imperfect CSIT,” IEEE Trans. Wireless Commun., 15(7): 4611-4624, 2016.

[23] L. Mavarayi, M. Atashbar, “Omnidirectional precoding for massive MIMO with uniform rectangular array in presence of mutual coupling,” Digital Signal Process., 130: 103717, 2022.

[24] X. Men, T. Liu, Y. Li, M. Liu, “Constructions of 2-D golay complementary array sets with flexible array sizes for omnidirectional precoding in massive MIMO,” IEEE Commun. Lett., 27(5): 1302-1306, 2023.

[25] S. Yahia, Y. Meraihi, A. Ramdane-Cherif, A. B. Gabis, D. Acheli, H. Guan, “A survey of channel modeling techniques for visible light communications,” J. Network Comput. Appl., 194: 103206, 2021.

[26] Z. Ghassemlooy, W. Popoola, S. Rajbhandari, Optical wireless communications: system and channel modelling with Matlab®, CRC press, 2019.

[27] Z. Wang, Q. Wang, W. Huang, Z. Xu, Visible light communications: modulation and signal processing, John Wiley & Sons, 2017.

[28] E. Telatar, “Capacity of multi‐antenna Gaussian channels,” Eur. Trans. Telecommun., 10(6): 585-595, 1999.

[29] X. Meng, X. Gao, X. G. Xia, “Omnidirectional precoding based transmission in massive MIMO systems,” IEEE Trans. Commun., 64(1): 174-186, 2015.

[30] P. A. Absil, R. Mahony, R. Sepulchre, Optimization  algorithms on matrix manifolds, Princeton University Press, 2008.

[31] J. H. Manton, “Geometry, manifolds, and nonconvex optimization: How geometry can help optimization,” IEEE Signal Process. Mag., 37(5): 109-119, 2020.

[32] G. A. Seber, A matrix handbook for statisticians, John Wiley & Sons, 2008.

 

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