journal article·2024-12-21Open access

Joint Design of Transmitter Precoding and Optical Intelligent Reflecting Surface Configuration for Photon-Counting MIMO Systems Under Poisson Shot Noise

Jian Wang, Xiaolin Zhou, Fanghua Li, Yongkang Chen, Chaoyi Cai, Haoze Xu

Applied Sciences· Volume 14· Issue 24

Abstract

Intelligent reflecting surfaces (IRSs) have emerged as a promising technology to enhance link reliability in a cost-effective manner, especially for line-of-sight (LOS) link blocking caused by obstacles. In this paper, we investigate an IRS-assisted single-cell photon-counting communication system in the presence of building shadows, where one IRS is deployed to assist the communication between a multi-antenna base station (BS) and multiple single-antenna users. Photon counting has been widely adopted in sixth-generation (6G) optical communications due to its exceptional detection capability for low-power optical signals. However, the correlation between signal and noise complicates analyses. To this end, we first derive the channel gain of the IRS-assisted MIMO system, followed by the derivation of the mean square error (MSE) of the system using probabilistic methods. Given the constraints of the transmit power and IRS configuration, we propose an optimization problem aimed at minimizing the MSE of the system. Next, we present an alternating optimization (AO) algorithm that transforms the original problem into two convex subproblems and analyze its convergence and complexity. Finally, numerical results demonstrate that the IRS-assisted scheme significantly reduces the MSE and bit error rate (BER) of the system, outperforming other baseline schemes.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Optical Wireless Communication Technologies · Advanced Wireless Communication Technologies · Advanced Photonic Communication Systems

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Information Science and Technology, Fudan University, Shanghai 200433, China

College of Information Engineering, Shanghai Maritime University, Shanghai 201306, China

Funding

Natural Science Foundation of Shanghai · National Natural Science Foundation of China

References (44)

Show source-provided references
1. Free-space optical communications for 6G wireless networks: Challenges, opportunities, and prototype validation10.1109/MCOM.001.2200220 ↗
2. A survey of free space optics (FSO) communication systems, links, and networks
3. Weichel, H. (1990). Laser Beam Propagation in the Atmosphere, SPIE Press.
4. Review on optimization of wireless optical communication system
5. Enhancement of free space optical link in heavy rain attenuation using multiple beam concept10.1016/j.ijleo.2013.01.098 ↗
6. Hasan, S.M.A., Ahmed, S., and Islam, A.N. (2021, January 18–20). Simulation of a massive MIMO FSO system under atmospheric turbulence. Proceedings of the 2021 5th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), Dhaka, Bangladesh.10.1109/ICEEICT53905.2021.9667905 ↗
7. A contemporary survey on free space optical communication: Potentials, technical challenges, recent advances and research direction10.1016/j.jnca.2021.103311 ↗
8. A deep learning-based framework for low complexity multiuser MIMO precoding design10.1109/TWC.2022.3190435 ↗
9. Joint precoding and power allocation in a FSO channel with signal-dependent noise10.1364/AO.484638 ↗
10. A survey of optimization approaches for wireless physical layer security10.1109/COMST.2018.2883144 ↗
11. Spatial multiplexing for photon-counting MIMO-FSO communication systems10.1109/TWC.2018.2849739 ↗
12. Real-time and high-speed underwater photon-counting communication based on SPAD and PPM symbol synchronization10.1109/JPHOT.2021.3113659 ↗
13. Transmission of a bit over a discrete Poisson channel with memory10.1109/TIT.2021.3077872 ↗
14. Performance analysis of optical reflecting surface-assisted optical space shift keying-based MIMO-FSO system10.1109/TCOMM.2023.3278312 ↗
15. Optical metasurfaces: Evolving from passive to adaptive10.1002/adom.201801786 ↗
16. Dual-functional radar-communication waveform design: A symbol-level precoding approach10.1109/JSTSP.2021.3111438 ↗
17. Precoding design for energy efficiency of multibeam satellite communications10.1109/LCOMM.2018.2855935 ↗
18. Adaptive precoding-based detection algorithm for massive MIMO visible light communication10.1109/LCOMM.2018.2855975 ↗
19. A New Photon-Counting MU-MISO Ultraviolet Communication System With MMSE Precoding in Turbulence Channels10.1109/TVT.2024.3373655 ↗
20. Underwater wireless optical communication employing polarization multiplexing modulation and photon counting detection10.1364/OE.473886 ↗
21. Intelligent reflecting surface-aided visible light communications: Potentials and challenges10.1109/MVT.2021.3127869 ↗
22. LiFi through reconfigurable intelligent surfaces: A new frontier for 6G?10.1109/MVT.2021.3121647 ↗
23. Maximizing dirty-paper coding rate of RIS-assisted multi-user MIMO broadcast channels10.23919/ICN.2022.0004 ↗
24. Optical intelligent reflecting surface assisted MIMO VLC: Channel modeling and capacity characterization10.1109/TWC.2023.3295793 ↗
25. Intelligent reflecting surface for MIMO VLC: Joint design of surface configuration and transceiver signal processing10.1109/TWC.2023.3236811 ↗
26. Adaptive and Robust Channel Estimation for IRS-Aided Millimeter-Wave Communications10.1109/TVT.2024.3385776 ↗
27. Outage capacity optimization for free-space optical links with pointing errors10.1109/JLT.2007.899174 ↗
28. Intelligent reflecting surfaces for free space optical communication systems10.1109/TCOMM.2021.3084637 ↗
29. Reconfigurable meta-mirror for wavefronts control: Applications to microwave antennas10.1364/OE.26.002613 ↗
30. Link allocation for multiuser systems with hybrid RF/FSO backhaul: Delay-limited and delay-tolerant designs10.1109/TWC.2016.2519508 ↗
31. Andrews, L.C., Phillips, R.L., and Hopen, C.Y. (2001). Laser Beam Scintillation with Applications, SPIE Press.10.1117/3.412858 ↗
32. Modeling of atmospheric turbulence effect on terrestrial FSO link
33. Generalized Moment-Based Estimation of Gamma-Gamma Fading Channel Parameters10.1109/TVT.2017.2740061 ↗
34. Asymptotic ber comparison of mpsk and mdpsk in lognormal fading channels10.1109/TVT.2015.2422252 ↗
35. An intelligent reflecting surfaces based iterative PhC-MIMO system for atmospheric optical channels10.1002/mop.33442 ↗
36. Intelligent reflecting surface assisted free-space optical communications10.1109/MCOM.001.2100406 ↗
37. Photon-counting distributions of modulated laser beams10.1103/PhysRev.153.357 ↗
38. Iterative distributed minimum total MSE approach for secure communications in MIMO interference channels10.1109/TIFS.2015.2493888 ↗
39. Multiuser Precoded MIMO Visible Light Communication Systems Enabling Spatial Dimming10.1109/JLT.2020.3003857 ↗
40. Grant, M., and Boyd, S. (2014). CVX: Matlab Software for Disciplined Convex Programming, CVX Research. version 2.1.
41. Interior-point methods10.1016/S0377-0427(00)00433-7 ↗
42. Channel estimation and signal detection for optical wireless scattering communication with inter-symbol interference10.1109/TWC.2015.2436398 ↗
43. Vertical underwater visible light communication links: Channel modeling and performance analysis10.1109/TWC.2020.3007343 ↗
44. Chakraborty, K., and Narayan, P. (2006, January 13–17). Reliable Communication over an Optical Fading Channel. Proceedings of the 2006 IEEE Information Theory Workshop—ITW ’06 Punta del Este, Punta del Este, Uruguay.