Secure Transmission in NOMA-Aided Multiuser Visible Light Communication Broadcasting Network With Cooperative Precoding Design

被引:13
作者
Shi, Ge [1 ,2 ]
Aboagye, Sylvester [3 ]
Ngatched, Telex M. N. [3 ]
Dobre, Octavia A. [3 ]
Li, Yong [2 ]
Cheng, Wei [2 ]
机构
[1] North China Univ Water Resources & Elect Power, Sch Informat Engn, Zhengzhou 450046, Peoples R China
[2] Northwestern Polytech Univ, Sch Elect & Informat, Xian 710129, Peoples R China
[3] Mem Univ, Fac Engn & Appl Sci, St John, NL A1C 5S7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
NOMA; Visible light communication; Light emitting diodes; Precoding; Complexity theory; Array signal processing; Radio frequency; physical-layer security; non-orthogonal multiple access (NOMA); cooperative precoding; NONORTHOGONAL MULTIPLE-ACCESS; PHYSICAL-LAYER SECURITY; POWER ALLOCATION; RESOURCE-ALLOCATION; SECRECY PERFORMANCE; ANTENNA TECHNIQUES; MIMO-NOMA; DOWNLINK; SYSTEMS; ENHANCEMENT;
D O I
10.1109/TIFS.2022.3202693
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we study the secrecy performance of non-orthogonal multiple access (NOMA) enabled visible light communication (VLC) broadcast channels in the presence of an active eavesdropper (Eve). The considered VLC system consists of multiple separately distributed light-emitting diodes arrays and multiple randomly located users (UEs) in an indoor room. User clustering is conducted to reduce the implementation complexity of successive interference cancellations. Two cooperative precoding strategies based on zero-forcing (ZF) and maximum ratio transmission (MRT) are designed using the effective channel of each cluster. Based on each precoding strategy, a sum secrecy rate maximization problem is developed to obtain the near-optimal power allocation (PA) to strengthen UEs' confidential transmission and degrade Eve's reception under minimum secrecy rate requirement, peak amplitude, non-negativity, and power constraints. To tackle the challenging non-convex problem for each precoding strategy, equivalent transformations and arithmetic-geometric mean approximation are conducted to convert the original problem into a series of geometric programming (GP) problems. Based on the reformulated problems, iterative algorithms are proposed to obtain near-optimal solutions by solving the GP problems through successive convex approximations. The convergence and complexity analysis of the proposed algorithms are studied. Simulation results show that the sum security performance of the proposed PA approach outperforms conventional PA approaches in both ZF-based and MRT-based precoder schemes. The effectiveness of applying NOMA compared with the orthogonal multiple access-based scheme is also validated for the proposed system.
引用
收藏
页码:3123 / 3138
页数:16
相关论文
共 60 条
[31]   Joint Relay Selection and Power Allocation in Large-Scale MIMO Systems With Untrusted Relays and Passive Eavesdroppers [J].
Kuhestani, Ali ;
Mohammadi, Abbas ;
Mohammadi, Mohammadali .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2018, 13 (02) :341-355
[32]   Optimization of Visible-Light Optical Wireless Systems: Network-Centric Versus User-Centric Designs [J].
Li, Xuan ;
Zhang, Rong ;
Hanzo, Lajos .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2018, 20 (03) :1878-1904
[33]   Beamforming Design for Secure MISO Visible Light Communication Networks With SLIPT [J].
Liu, Xiaodong ;
Wang, Yuhao ;
Zhou, Fuhui ;
Ma, Shuai ;
Hu, Rose Qingyang ;
Ng, Derrick Wing Kwan .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 68 (12) :7795-7809
[34]   OPTICAL NON-ORTHOGONAL MULTIPLE ACCESS FOR VISIBLE LIGHT COMMUNICATION [J].
Marshoud, Hanaa ;
Muhaidat, Sami ;
Sofotasios, Paschalis C. ;
Hussain, Sajjad ;
Imran, Muhammad Ali ;
Sharif, Bayan S. .
IEEE WIRELESS COMMUNICATIONS, 2018, 25 (02) :82-88
[35]   On the Performance of Visible Light Communication Systems With Non-Orthogonal Multiple Access [J].
Marshoud, Hanaa ;
Sofotasios, Paschalis C. ;
Muhaidat, Sami ;
Karagiannidis, George K. ;
Sharif, Bayan S. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (10) :6350-6364
[36]   Physical-Layer Security for MISO Visible Light Communication Channels [J].
Mostafa, Ayman ;
Lampe, Lutz .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2015, 33 (09) :1806-1818
[37]   Secure MIMO Visible Light Communication System Based on User's Location and Encryption [J].
Mousa, Farag Ibrahim Khalifa ;
Al Maadeed, Noor ;
Busawon, Krishna ;
Bouridane, Ahmed ;
Binns, Richard .
JOURNAL OF LIGHTWAVE TECHNOLOGY, 2017, 35 (24) :5324-5334
[38]   Rate-Splitting Multiple Access: Unifying NOMA and SDMA in MISO VLC Channels [J].
Naser, Shimaa ;
Sofotasios, Paschalis C. ;
Bariah, Lina ;
Jaafar, Wael ;
Muhaidat, Sami ;
Al-Qutayri, Mahmoud ;
Dobre, Octavia A. .
IEEE OPEN JOURNAL OF VEHICULAR TECHNOLOGY, 2020, 1 :393-413
[39]  
Nesterov Y., 1994, Studies in Applied Mathematics
[40]   Manipulating Soft Tissues by Deep Reinforcement Learning for Autonomous Robotic Surgery [J].
Ngoc Duy Nguyen ;
Thanh Nguyen ;
Nahavandi, Saeid ;
Bhatti, Asim ;
Guest, Glenn .
2019 13TH ANNUAL IEEE INTERNATIONAL SYSTEMS CONFERENCE (SYSCON), 2019,