Joint Illumination and Communication Optimization in Indoor VLC for IoT Applications

Visible light communication (VLC) is one of the candidates to realize data rates of up to tera-bps in indoor scenarios, and is a popular topic in Internet of Things (IoT) applications. However, the receiving performance of the VLC channel is affected by relative locations of transceivers directly, while the uniform illumination is also required when the IoT devices can appear anywhere with strong mobility. Consequently, both the illumination uniformity and the average achievable rate are optimized by joint lamp arrangement and power allocation in this article. Moreover, the achievable rate maximization under diverse uniformity constraints is also obtained based on different room sizes and various numbers of lamps. The feasibility and superiority of the proposed algorithms are demonstrated by simulation validations, while the lower and upper bounds of uniformity constraints are explored. Numerical results also show the changing tendency of average achievable rates in multifarious situations, and the proposed schemes realize the tradeoff between uniform illumination and communication performance.

[1]  Yahya Al-Harthi,et al.  Robust Lightweight-Channel-Independent OFDM-Based Encryption Method for VLC-IoT Networks , 2022, IEEE Internet of Things Journal.

[2]  H. Vincent Poor,et al.  Joint LED Selection and Precoding Optimization for Multiple-User Multiple-Cell VLC Systems , 2021, IEEE Internet of Things Journal.

[3]  Xiaohu Ge,et al.  End-to-End Performance Optimization of a Dual-Hop Hybrid VLC/RF IoT System Based on SLIPT , 2021, IEEE Internet of Things Journal.

[4]  Jian Song,et al.  Lamp location optimization for achievable rate maximization in visible light communication. , 2020, Optics letters.

[5]  Zhu Han,et al.  Dimming Techniques of Visible Light Communications for Human-Centric Illumination Networks: State-of-the-Art, Challenges, and Trends , 2020, IEEE Wireless Communications.

[6]  Jian Song,et al.  Constellation optimization under the ergodic VLC channel based on generalized spatial modulation. , 2020, Optics express.

[7]  Jian Chen,et al.  Statistical Modeling and Analysis on the Confidentiality of Indoor VLC Systems , 2020, IEEE Transactions on Wireless Communications.

[8]  Fubin Wang,et al.  Constellation optimization for Visible Light Communication under Ergodic Optical Channel , 2020, ICC 2020 - 2020 IEEE International Conference on Communications (ICC).

[9]  Feng Shu,et al.  Capacity and Optimum Signal Constellations for VLC Systems , 2020, Journal of Lightwave Technology.

[10]  Abhinav Kumar,et al.  Memory-Based Codes for Uniform Illumination in MIMO VLC , 2020, IEEE Photonics Journal.

[11]  Ahmad Alsharoa,et al.  Optimization of SINR and Illumination Uniformity in Multi-LED Multi-Datastream VLC Networks , 2020, IEEE Transactions on Cognitive Communications and Networking.

[12]  Pengfei Du,et al.  QoS-Driven Optimized Design-Based Integrated Visible Light Communication and Positioning for Indoor IoT Networks , 2020, IEEE Internet of Things Journal.

[13]  Tengjiao Wang,et al.  Spectral-Efficient Hybrid Dimming Scheme for Indoor Visible Light Communication: A Subcarrier Index Modulation Based Approach , 2019, Journal of Lightwave Technology.

[14]  Manh Le Tran,et al.  Joint power allocation and orientation for uniform illuminance in indoor visible light communication. , 2019, Optics express.

[15]  Priyanka,et al.  Simulation and Analysis of Uniformity of Illuminance in Indoor VLC System , 2018, 2018 6th Edition of International Conference on Wireless Networks & Embedded Systems (WECON).

[16]  Jaime Lloret,et al.  Context-Aware Cloud Robotics for Material Handling in Cognitive Industrial Internet of Things , 2018, IEEE Internet of Things Journal.

[17]  Harpuneet Singh Gill,et al.  Improvement of Uniformity of Illumination for Circular LED Arrangement in VLC System , 2018, 2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE).

[18]  Hang Li,et al.  Achievable Rate With Closed-Form for SISO Channel and Broadcast Channel in Visible Light Communication Networks , 2017, Journal of Lightwave Technology.

[19]  Fang Yang,et al.  Comparison of Hybrid Optical Modulation Schemes for Visible Light Communication , 2017, IEEE Photonics Journal.

[20]  G V S S Praneeth Varma,et al.  Power allocation for uniform illumination with stochastic LED arrays. , 2017, Optics express.

[21]  Anh T. Pham,et al.  Multi-User Visible Light Communication Broadcast Channels With Zero-Forcing Precoding , 2017, IEEE Transactions on Communications.

[22]  Vincent Y. F. Tan,et al.  Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies , 2017, IEEE Transactions on Signal Processing.

[23]  Ke Xu,et al.  On the Ergodic Channel Capacity for Indoor Visible Light Communication Systems , 2017, IEEE Access.

[24]  R. Parthiban,et al.  Improving Lighting Quality and Capacity of OFDM-Based WDM-VLC Systems , 2016, IEEE Photonics Technology Letters.

[25]  Fang Yang,et al.  Novel Visible Light Communication Approach Based on Hybrid OOK and ACO-OFDM , 2016, IEEE Photonics Technology Letters.

[26]  Volker Jungnickel,et al.  Coexistence of WiFi and LiFi toward 5G: concepts, opportunities, and challenges , 2016, IEEE Communications Magazine.

[27]  S. Pal,et al.  Optimization of LED array for uniform illumination over a target plane by evolutionary programming. , 2015, Applied optics.

[28]  Roger J. Green,et al.  LED distribution and noise analysis of radio on visible light (RoVL) communication system , 2015, 2015 17th International Conference on Transparent Optical Networks (ICTON).

[29]  Xiaofei Wang,et al.  A hybrid power line and visible light communication system for indoor hospital applications , 2015, Comput. Ind..

[30]  Jian Song,et al.  An Indoor Broadband Broadcasting System Based on PLC and VLC , 2015, IEEE Transactions on Broadcasting.

[31]  Zhen Su,et al.  SNR and optical power distribution in an indoor visible light communication system , 2014, 2014 7th International Congress on Image and Signal Processing.

[32]  S. Rajbhandari,et al.  A study of LED lumination uniformity with mobility for visible light communications , 2012, 2012 International Workshop on Optical Wireless Communications (IWOW).

[33]  Zhicheng Ji,et al.  Designing LED array for uniform illumination distribution by simulated annealing algorithm. , 2012, Optics express.

[34]  Azzedine Zerguine,et al.  Convergence analysis of a modified Armijo rule step-size LMF algorithm , 2012, 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA).

[35]  Yuefeng Ji,et al.  Evolutionary algorithm based uniform received power and illumination rendering for indoor visible light communication. , 2012, Journal of the Optical Society of America. A, Optics, image science, and vision.

[36]  Xu Liu,et al.  Optimization design of irradiance array for LED uniform rectangular illumination. , 2012, Applied optics.

[37]  Changyuan Yu,et al.  Performance of a novel LED lamp arrangement to reduce SNR fluctuation for multi-user visible light communication systems. , 2012, Optics express.

[38]  Harald Haas,et al.  Indoor optical wireless communication: potential and state-of-the-art , 2011, IEEE Communications Magazine.

[39]  José M. Bioucas-Dias,et al.  An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems , 2009, IEEE Transactions on Image Processing.

[40]  Masao Nakagawa,et al.  Adaptive equalization system for visible light wireless communication utilizing multiple white LED lighting equipment , 2009, IEEE Transactions on Wireless Communications.

[41]  Liang Yin,et al.  Physical-Layer Security in Multiuser Visible Light Communication Networks , 2018, IEEE Journal on Selected Areas in Communications.

[42]  G. V. S. S. Praneeth Varma Optimum Power Allocation for Uniform Illuminance in Visible Light Communication , 2018, 2018 Twenty Fourth National Conference on Communications (NCC).

[43]  Harald Haas,et al.  Joint User Association and Power Allocation for Cell-Free Visible Light Communication Networks , 2018, IEEE Journal on Selected Areas in Communications.

[44]  P. Lei,et al.  Designing LED array for uniform illumination based on local search algorithm , 2014 .