Adaptive User Association for Dense Visible Light Communication Networks in the Presence of Nonlinear Impairments

被引:2
作者
Miao, Pu [1 ,2 ]
Chen, Gaojie [3 ,4 ]
Yao, Yu [5 ]
Wong, Kai-Kit [6 ,7 ]
Chambers, Jonathon A. [8 ]
机构
[1] Qingdao Univ, Sch Elect & Informat Engn, Qingdao 266071, Peoples R China
[2] Univ Surrey, Inst Commun Syst, 5G&6G Innovat Ctr, Guildford GU2 7XH, England
[3] Sun Yat Sen Univ, Sch Flexible Elect, Guangzhou 510275, Peoples R China
[4] Sun Yat Sen Univ, State Key Lab Optoelect Mat & Technol, Guangzhou 510275, Peoples R China
[5] Hainan Univ, Sch Informat & Commun Engn, Haikou 570228, Peoples R China
[6] UCL, Dept Elect & Elect Engn, London WC1E 6BT, England
[7] Yonsei Univ, Yonsei Frontier Lab, Seoul 03722, South Korea
[8] Univ Leicester, Sch Engn, Leicester LE1 7RH, England
基金
中国国家自然科学基金;
关键词
Visible light communication; Resource management; Light emitting diodes; Interference; Integrated circuits; Optimization; Nonlinear distortion; user-centric; nonlinear distortion; clipping; power allocation; INTERFERENCE MANAGEMENT; POWER ALLOCATION; OFDM; VLC; CHALLENGES;
D O I
10.1109/TCOMM.2024.3367785
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
User-centric (UC) philosophy is a promising network formation method in light emitting diode enabled visible light communication (VLC) systems. Nevertheless, the nonlinear channel impairments restrict the overall system performance and have not been fully considered in the association structure designing. In this paper, an adaptive user association approach within the UC-cells formation of dense VLC networks is investigated under the consideration of practical nonlinear impairments and adjacent interference. It is mathematically formulated to be an achievable data rate maximization problem by coordinately determining the optimal candidates of access point, clipping ratio and information-carrying power. We divide this mixed combinatorial and non-convex optimization problem into two subproblems and delicately transform them to be binary nonlinear programming and constrained linear programming problems, respectively. In addition, we develop an efficient approach to obtain the local optimal solution with low-computational complexity in an alternating iterative way. Simulation results demonstrate that the proposed scheme has relatively fast convergence and shows robustness to the variation of complex interference patterns and nonlinear impairments. Moreover, it can achieve significant throughput gain as compared with the conventional schemes, demonstrating the prospect and validity of this methodology for dense VLC networks with actual nonlinear devices.
引用
收藏
页码:4243 / 4258
页数:16
相关论文
共 31 条
[1]   User-Centric Cell-Free Massive MIMO Networks: A Survey of Opportunities, Challenges and Solutions [J].
Ammar, Hussein A. ;
Adve, Raviraj ;
Shahbazpanahi, Shahram ;
Boudreau, Gary ;
Srinivas, Kothapalli Venkata .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2022, 24 (01) :611-652
[2]   Low-Complexity Layered ACO-OFDM for Power-Efficient Visible Light Communications [J].
Bai, Ruowen ;
Hranilovic, Steve ;
Wang, Zhaocheng .
IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2022, 6 (03) :1780-1792
[3]   Nonlinear Effects in NOMA-OFDM Systems: Analytical Signal Characterization and Receiver Design [J].
Belkacem, Oussama Ben Haj ;
Dinis, Rui ;
Ammari, Mohamed Lassaad .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 72 (03) :3739-3750
[4]   DenseVLC: A Cell-Free Massive MIMO System with Distributed LEDs [J].
Beysens, Jona ;
Galisteo, Ander ;
Wang, Qing ;
Juara, Diego ;
Giustiniano, Domenico ;
Pollin, Soie .
CONEXT'18: PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON EMERGING NETWORKING EXPERIMENTS AND TECHNOLOGIES, 2018, :320-332
[5]   On the Capacity of the Intensity-Modulation Direct-Detection Optical Broadcast Channel [J].
Chaaban, Anas ;
Rezki, Zouheir ;
Alouini, Mohamed-Slim .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 15 (05) :3114-3130
[6]   Downlink Interference Management in Cell-Free VLC Network [J].
Chen, Jiaxuan ;
Wang, Zhaocheng ;
Jiang, Rui .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (09) :9007-9017
[7]   Visible Light Communication in 6G: Advances, Challenges, and Prospects [J].
Chi, Nan ;
Zhou, Yingjun ;
Wei, Yiran ;
Hu, Fangchen .
IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2020, 15 (04) :93-102
[8]   The Bussgang Decomposition of Nonlinear Systems: Basic Theory and MIMO Extensions [Lecture Notes] [J].
Demir, Ozlem Tugfe ;
Bjornson, Emil .
IEEE SIGNAL PROCESSING MAGAZINE, 2021, 38 (01) :131-136
[9]   LiFi and Hybrid WiFi/LiFi indoor networking: From theory to practice [J].
Ghaderi, Mohammad Reza .
OPTICAL SWITCHING AND NETWORKING, 2023, 47
[10]   6G: Opening New Horizons for Integration of Comfort, Security, and Intelligence [J].
Gui, Guan ;
Liu, Miao ;
Tang, Fengxiao ;
Kato, Nei ;
Adachi, Fumiyuki .
IEEE WIRELESS COMMUNICATIONS, 2020, 27 (05) :126-132