Lights and Shadows: A Comprehensive Survey on Cooperative and Precoding Schemes to Overcome LOS Blockage and Interference in Indoor VLC

Visible light communications (VLC) have received significant attention as a way of moving part of the saturated indoor wireless traffic to the wide and unregulated visible optical spectrum. Nowadays, VLC are considered as a suitable technology, for several applications such as high-rate data transmission, supporting internet of things communications or positioning. The signal processing originally derived from radio-frequency (RF) systems such as cooperative or precoding schemes can be applied to VLC. However, its implementation is not straightforward. Furthermore, unlike RF transmission, VLC present a predominant line-of-sight link, although a weak non-LoS component may appear due to the reflection of the light on walls, floor, ceiling and nearby objects. Blocking effects may compromise the performance of the aforementioned transmission schemes. There exist several surveys in the literature focused on VLC and its applications, but the management of the shadowing and interference in VLC requires a comprehensive study. To fill this gap, this work introduces the implementation of cooperative and precoding schemes to VLC, while remarking their benefits and drawbacks for overcoming the shadowing effects. After that, the combination of both cooperative and precoding schemes is analyzed as a way of providing resilient VLC networks. Finally, we propose several open issues that the cooperative and precoding schemes must face in order to provide satisfactory VLC performance in indoor scenarios.

[1]  Harald Haas,et al.  Reflection-Based Relaying Techniques in Visible Light Communications: Will it Work? , 2020, IEEE Access.

[2]  Harald Haas,et al.  Downlink cooperation with fractional frequency reuse in DCO-OFDMA optical attocell networks , 2016, 2016 IEEE International Conference on Communications (ICC).

[3]  Lajos Hanzo,et al.  Optimization of Visible-Light Optical Wireless Systems: Network-Centric Versus User-Centric Designs , 2018, IEEE Communications Surveys & Tutorials.

[4]  Quanzhong Li,et al.  Capacity-Maximized Transmitter Precoding for MU MIMO VLC Systems With Bounded Channel Uncertainties , 2020, IEEE Systems Journal.

[5]  Steve Hranilovic,et al.  Hybrid NOMA and ZF Pre-Coding Transmission for Multi-Cell VLC Networks , 2020, IEEE Open Journal of the Communications Society.

[6]  Robert Akl,et al.  Massive MIMO Systems for 5G and beyond Networks—Overview, Recent Trends, Challenges, and Future Research Direction , 2020, Sensors.

[7]  G. Cossu,et al.  1-Gb/s Transmission Over a Phosphorescent White LED by Using Rate-Adaptive Discrete Multitone Modulation , 2012, IEEE Photonics Journal.

[8]  Refik Caglar Kizilirmak,et al.  Cooperative Visible Light Communications With Full-Duplex Relaying , 2017, IEEE Photonics Journal.

[9]  Stefan Videv,et al.  On the Design of a Solar-Panel Receiver for Optical Wireless Communications With Simultaneous Energy Harvesting , 2015, IEEE Journal on Selected Areas in Communications.

[10]  Mohammad Dehghani Soltani,et al.  Physical Layer Security for Visible Light Communication Systems: A Survey , 2019, IEEE Communications Surveys & Tutorials.

[11]  Luc Vandendorpe,et al.  Aligning the Light Without Channel State Information for Visible Light Communications , 2018, IEEE Journal on Selected Areas in Communications.

[12]  Ana García Armada,et al.  Load Balancing in Hybrid VLC and RF Networks Based on Blind Interference Alignment , 2020, IEEE Access.

[13]  Wei Yu,et al.  Multi-Cell MIMO Cooperative Networks: A New Look at Interference , 2010, IEEE Journal on Selected Areas in Communications.

[14]  Jiaheng Wang,et al.  Multiuser MISO Transceiver Design for Indoor Downlink Visible Light Communication Under Per-LED Optical Power Constraints , 2015, IEEE Photonics Journal.

[15]  Chung Shue Chen,et al.  Indoor MIMO Visible Light Communications: Novel Angle Diversity Receivers for Mobile Users , 2015, IEEE Journal on Selected Areas in Communications.

[16]  Sridhar Rajagopal,et al.  IEEE 802.15.7 visible light communication: modulation schemes and dimming support , 2012, IEEE Communications Magazine.

[17]  Ana García Armada,et al.  Characterization of the Visible Light Communications during the Construction of Tunnels , 2019, 2019 16th International Symposium on Wireless Communication Systems (ISWCS).

[18]  Anh T. Pham,et al.  Design and Performance Evaluation of Large-Scale VLC-Based Indoor Positioning Systems Under Impact of Receiver Orientation , 2020, IEEE Access.

[19]  Robert J. Baxley,et al.  Multi-user MISO broadcasting for indoor visible light communication , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

[20]  Lajos Hanzo,et al.  Energy Efficient Visible Light Communications Relying on Amorphous Cells , 2016, IEEE Journal on Selected Areas in Communications.

[21]  Harald Haas,et al.  High-speed wireless networking using visible light , 2013 .

[22]  Bayan S. Sharif,et al.  MU-MIMO precoding for VLC with imperfect CSI , 2015, 2015 4th International Workshop on Optical Wireless Communications (IWOW).

[23]  Jiaheng Wang,et al.  Cell-Centric and User-Centric Multi-User Scheduling in Visible Light Communication aided networks , 2015, 2015 IEEE International Conference on Communications (ICC).

[24]  Jean Armstrong,et al.  Power efficient optical OFDM , 2006 .

[25]  Yinjie Jia,et al.  A 5.7 Km visible light communications experiment demonstration , 2015, 2015 Seventh International Conference on Ubiquitous and Future Networks.

[26]  Tomoaki Ohtsuki,et al.  Optical wireless MIMO communications (OMIMO) , 2004, IEEE Global Telecommunications Conference, 2004. GLOBECOM '04..

[27]  M. S. Islim,et al.  Towards 10 Gb/s orthogonal frequency division multiplexing-based visible light communication using a GaN violet micro-LED , 2017 .

[28]  Sofie Pollin,et al.  Improving Blockage Robustness in VLC Networks , 2019, 2019 11th International Conference on Communication Systems & Networks (COMSNETS).

[29]  Michal Pioro,et al.  Design of cellular backhaul topology using the FSO technology , 2013, 2013 2nd International Workshop on Optical Wireless Communications (IWOW).

[30]  Steve Hranilovic,et al.  Upper and Lower Bounds on the Capacity of Wireless Optical Intensity Channels , 2007, 2007 IEEE International Symposium on Information Theory.

[31]  Meixia Tao,et al.  MSE-Based Transceiver Designs for the MIMO Interference Channel , 2010, IEEE Transactions on Wireless Communications.

[32]  Syed Ali Jafar,et al.  Topological Interference Management Through Index Coding , 2013, IEEE Transactions on Information Theory.

[33]  Moustafa H. Aly,et al.  Bandwidth and BER Improvement Employing a Pre-Equalization Circuit with White LED Arrays in a MISO VLC System , 2019 .

[34]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[35]  Carlo Capsoni,et al.  Enabling on-aircraft visible-light communications in low-light conditions , 2019 .

[36]  Zhenyu Na,et al.  Modeling and Throughput Analysis of an ADO-OFDM Based Relay-Assisted VLC System for 5G Networks , 2018, IEEE Access.

[37]  Sean A. Ramprashad,et al.  Cellular and Network MIMO architectures: MU-MIMO spectral efficiency and costs of channel state information , 2009, 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers.

[38]  Lajos Hanzo,et al.  Users First: User-Centric Cluster Formation for Interference-Mitigation in Visible-Light Networks , 2016, IEEE Transactions on Wireless Communications.

[39]  Tommy Svensson,et al.  The role of small cells, coordinated multipoint, and massive MIMO in 5G , 2014, IEEE Communications Magazine.

[40]  Harald Haas,et al.  Performance Evaluation of Downlink Cooperative Multipoint Joint Transmission in LiFi Systems , 2017, 2017 IEEE Globecom Workshops (GC Wkshps).

[41]  Alin-Mihai Căilean,et al.  Current Challenges for Visible Light Communications Usage in Vehicle Applications: A Survey , 2017, IEEE Communications Surveys & Tutorials.

[42]  Zhe Chen,et al.  Space Division Multiple Access for Optical Attocell Network Using Angle Diversity Transmitters , 2017, Journal of Lightwave Technology.

[43]  Yiqing Zhou,et al.  Coordinated Multipoint Transmission in Dense Cellular Networks With User-Centric Adaptive Clustering , 2014, IEEE Transactions on Wireless Communications.

[44]  Jeffrey G. Andrews,et al.  Analytical Evaluation of Fractional Frequency Reuse for Heterogeneous Cellular Networks , 2011, IEEE Transactions on Communications.

[45]  Mohsen Kavehrad,et al.  Effect of white LED DC-bias on modulation speed for visible light communications , 2016, ArXiv.

[46]  Mohamed-Slim Alouini,et al.  On Optimizing VLC Networks for Downlink Multi-User Transmission: A Survey , 2018, IEEE Communications Surveys & Tutorials.

[47]  George K. Karagiannidis,et al.  Non-Orthogonal Multiple Access for Visible Light Communications , 2015, IEEE Photonics Technology Letters.

[48]  Chen Gong,et al.  User Grouping and Power Allocation for NOMA Visible Light Communication Multi-Cell Networks , 2017, IEEE Communications Letters.

[49]  Yu Wang,et al.  Recent Advances in Indoor Localization via Visible Lights: A Survey , 2020, Sensors.

[50]  Fangchen Hu,et al.  Visible Light Communication in 6G: Advances, Challenges, and Prospects , 2020, IEEE Vehicular Technology Magazine.

[51]  Parth H. Pathak,et al.  Visible Light Communication, Networking, and Sensing: A Survey, Potential and Challenges , 2015, IEEE Communications Surveys & Tutorials.

[52]  Harpreet S. Dhillon,et al.  Enriched $K$ -Tier HetNet Model to Enable the Analysis of User-Centric Small Cell Deployments , 2016, IEEE Transactions on Wireless Communications.

[53]  Tao Zhang,et al.  A power analysis model for outdoor long-distance visible light communication , 2017, 2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN).

[54]  Chen Chen,et al.  Space Division Multiple Access With Distributed User Grouping for Multi-User MIMO-VLC Systems , 2020, IEEE Open Journal of the Communications Society.

[55]  Sean A. Ramprashad,et al.  Cellular vs. Network MIMO: A comparison including the channel state information overhead , 2009, 2009 IEEE 20th International Symposium on Personal, Indoor and Mobile Radio Communications.

[56]  Wen-De Zhong,et al.  Integration of Visible Light Communication and Positioning within 5G Networks for Internet of Things , 2020, IEEE Network.

[57]  Zabih Ghassemlooy,et al.  Pulse time modulation techniques for optical communications: a review , 1993 .

[58]  Masao Nakagawa,et al.  Fundamental analysis for visible-light communication system using LED lights , 2004, IEEE Transactions on Consumer Electronics.

[59]  Harald Haas,et al.  A wireless backhaul solution using visible light communication for indoor Li-Fi attocell networks , 2017, 2017 IEEE International Conference on Communications (ICC).

[60]  Hongyi Yu,et al.  Robust linear precoding for MU-MISO VLC systems with oudated channel state information , 2018, 2018 IEEE 15th International Conference on Networking, Sensing and Control (ICNSC).

[61]  Bin Chen,et al.  Linear Precoding for Multiuser Visible-Light Communication With Field-of-View Diversity , 2016, IEEE Photonics Journal.

[62]  Jeffrey G. Andrews,et al.  Block diagonalization for multi-user MIMO with other-cell interference , 2008, IEEE Transactions on Wireless Communications.

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

[64]  Lisa Turner,et al.  Applications of Second Order Cone Programming , 2012 .

[65]  Jiaheng Wang,et al.  Scheduling for indoor visible light communication based on graph theory. , 2015, Optics express.

[66]  Harald Haas,et al.  Design and Analysis of a Hybrid Radio Frequency and Visible Light Communication System , 2017, IEEE Transactions on Communications.

[67]  Huiqin Du,et al.  Robust Beamforming-Aided Signal Recovery for MIMO VLC System With Incomplete Channel , 2019, IEEE Access.

[68]  Mohamed-Slim Alouini,et al.  New Algorithms for Energy-Efficient VLC Networks With User-Centric Cell Formation , 2019, IEEE Transactions on Green Communications and Networking.

[69]  J. Armstrong,et al.  Comparison of ACO-OFDM, DCO-OFDM and ADO-OFDM in IM/DD Systems , 2013, Journal of Lightwave Technology.

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

[71]  Changyuan Yu,et al.  Performance of a Precoding MIMO System for Decentralized Multiuser Indoor Visible Light Communications , 2013, IEEE Photonics Journal.

[72]  Harald Haas,et al.  Optimization of the Receiving Orientation Angle for Zero-Forcing Precoding in VLC , 2021, IEEE Communications Letters.

[73]  Zhongding Lei,et al.  Heterogeneous Cellular Networks Using Wireless Backhaul: Fast Admission Control and Large System Analysis , 2015, IEEE Journal on Selected Areas in Communications.

[74]  Volker Jungnickel,et al.  Design and analysis of a visible-light-communication enhanced WiFi system , 2015, IEEE/OSA Journal of Optical Communications and Networking.

[75]  Maïté Brandt-Pearce,et al.  Effects of unknown shadowing and non-line-of-sight on indoor tracking using visible light , 2017, MILCOM 2017 - 2017 IEEE Military Communications Conference (MILCOM).

[76]  Ana García Armada,et al.  User-Centric Blind Interference Alignment Design for Visible Light Communications , 2019, IEEE Access.

[77]  Lajos Hanzo,et al.  Downlink Performance of Optical OFDM in Outdoor Visible Light Communication , 2018, IEEE Access.

[78]  Liang Yin,et al.  Low-Complexity SDMA User-Grouping for the CoMP-VLC Downlink , 2014, 2015 IEEE Global Communications Conference (GLOBECOM).

[79]  Shoji Kawahito,et al.  LED and CMOS Image Sensor Based Optical Wireless Communication System for Automotive Applications , 2013, IEEE Photonics Journal.

[80]  Jiaheng Wang,et al.  Visible light communications in heterogeneous networks: Paving the way for user-centric design , 2015, IEEE Wireless Communications.

[81]  Mohsen Kavehrad,et al.  Shadowing and blockage in indoor optical wireless communications , 2003, GLOBECOM '03. IEEE Global Telecommunications Conference (IEEE Cat. No.03CH37489).

[82]  Dominic C. O'Brien,et al.  Wireless Myths, Realities, and Futures: From 3G/4G to Optical and Quantum Wireless , 2012, Proceedings of the IEEE.

[83]  Alexis A. Dowhuszko,et al.  Robust Cooperative Multicarrier Transmission Scheme for Optical Wireless Cellular Networks , 2018, IEEE Photonics Technology Letters.

[84]  Amos Lapidoth,et al.  On the Capacity of Free-Space Optical Intensity Channels , 2008, IEEE Transactions on Information Theory.

[85]  Rafael Pérez Jiménez,et al.  Design and Implementation of an Ethernet-VLC Interface for Broadcast Transmissions , 2010, IEEE Communications Letters.

[86]  Huaping Liu,et al.  Adaptive Modulation Schemes for Visible Light Communications , 2015, Journal of Lightwave Technology.

[87]  Admela Jukan,et al.  The Evolution of Cellular Backhaul Technologies: Current Issues and Future Trends , 2011, IEEE Communications Surveys & Tutorials.

[88]  Stefan Videv,et al.  Dynamic load balancing with handover in hybrid Li-Fi and Wi-Fi networks , 2014, 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC).

[89]  Mohamed-Slim Alouini,et al.  Robust Transceivers Design for Multi-Stream Multi-User MIMO Visible Light Communication , 2017, IEEE Access.

[90]  Jeffrey B. Carruthers,et al.  Wireless infrared communications , 2003, Proc. IEEE.

[91]  Gyula Simon,et al.  Robust VLC Beacon Identification for Indoor Camera-Based Localization Systems † , 2020, Sensors.

[92]  Stefan Videv,et al.  Light fidelity (Li-Fi): towards all-optical networking , 2013, Photonics West - Optoelectronic Materials and Devices.

[93]  Wei Xu,et al.  Rate Maximization for Downlink Multiuser Visible Light Communications , 2016, IEEE Access.

[94]  Fuhui Zhou,et al.  FFDNet-Based Channel Estimation for Massive MIMO Visible Light Communication Systems , 2019, IEEE Wireless Communications Letters.

[95]  Grzegorz J. Blinowski,et al.  Security of Visible Light Communication systems - A survey , 2019, Phys. Commun..

[96]  Di Yuan,et al.  Optimization of Free Space Optical Wireless Network for Cellular Backhauling , 2014, IEEE Journal on Selected Areas in Communications.

[97]  Geoffrey Ye Li,et al.  OFDM and Its Wireless Applications: A Survey , 2009, IEEE Transactions on Vehicular Technology.

[98]  Li Tao,et al.  1.8-Gb/s WDM visible light communication over 50-meter outdoor free space transmission employing CAP modulation and receiver diversity technology , 2015, 2015 Optical Fiber Communications Conference and Exhibition (OFC).

[99]  Lars Thiele,et al.  Coordinated multipoint: Concepts, performance, and field trial results , 2011, IEEE Communications Magazine.

[100]  Harald Haas,et al.  Joint transmission in indoor visible light communication downlink cellular networks , 2013, 2013 IEEE Globecom Workshops (GC Wkshps).

[101]  Johannes Brehmer,et al.  Utility Maximization in the Multi-User MISO Downlink with Linear Precoding , 2009, 2009 IEEE International Conference on Communications.

[102]  Robert J. Baxley,et al.  MIMO Transceiver Design in Dynamic-Range-Limited VLC Systems , 2016, IEEE Photonics Technology Letters.

[103]  Diego Cuba-Zúñiga,et al.  Cooperative Full-Duplex V2V-VLC in Rectilinear and Curved Roadway Scenarios , 2020, Sensors.

[104]  Shlomo Shamai,et al.  The Capacity Region of the Gaussian Multiple-Input Multiple-Output Broadcast Channel , 2006, IEEE Transactions on Information Theory.

[105]  Marcelo E. V. Segatto,et al.  Adaptation to the LEDs flicker requirement in visible light communication systems through CE-OFDM signals , 2019, Optics Communications.

[106]  Liang Yin,et al.  A Tractable Approach to Joint Transmission in Multiuser Visible Light Communication Networks , 2019, IEEE Transactions on Mobile Computing.

[107]  Vimal Bhatia,et al.  Adaptive Precoding-Based Detection Algorithm for Massive MIMO Visible Light Communication , 2018, IEEE Communications Letters.

[108]  Li Tao,et al.  Network Architecture of a High-Speed Visible Light Communication Local Area Network , 2015, IEEE Photonics Technology Letters.

[109]  Shlomo Shamai,et al.  An information theoretic view of distributed antenna processing in cellular systems , 2007 .

[110]  Andrea J. Goldsmith,et al.  On the optimality of multiantenna broadcast scheduling using zero-forcing beamforming , 2006, IEEE Journal on Selected Areas in Communications.

[111]  Andrea J. Goldsmith,et al.  Capacity limits of MIMO channels , 2003, IEEE J. Sel. Areas Commun..

[112]  Joseph M. Kahn,et al.  Multiple-Subcarrier Modulation for Nondirected Wireless Infrared Communication , 1994, IEEE J. Sel. Areas Commun..

[113]  Harald Haas,et al.  Area spectral efficiency performance comparison between VLC and RF femtocell networks , 2013, 2013 IEEE International Conference on Communications (ICC).

[114]  Volker Jungnickel,et al.  A physical model of the wireless infrared communication channel , 2002, IEEE J. Sel. Areas Commun..

[115]  Harald Haas,et al.  A Wireless Optical Backhaul Solution for Optical Attocell Networks , 2019, IEEE Transactions on Wireless Communications.

[116]  Jeffrey G. Andrews,et al.  Fundamental Limits of Cooperation , 2012, IEEE Transactions on Information Theory.

[117]  Thomas L. Marzetta,et al.  Massive MIMO: An Introduction , 2015, Bell Labs Technical Journal.

[118]  SawahashiMamoru,et al.  Coordinated multipoint transmission/reception techniques for LTE-advanced , 2010 .

[119]  Mohammad Dehghani Soltani,et al.  Angle Diversity Receiver in LiFi Cellular Networks , 2019, ICC 2019 - 2019 IEEE International Conference on Communications (ICC).

[120]  Zhe Chen,et al.  Interference Mitigation for Indoor Optical Attocell Networks Using an Angle Diversity Receiver , 2018, Journal of Lightwave Technology.

[121]  Martin Haardt,et al.  Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels , 2004, IEEE Transactions on Signal Processing.

[122]  Harald Haas,et al.  Downlink Performance of Optical Attocell Networks , 2016, Journal of Lightwave Technology.

[123]  David Tse,et al.  Sum capacity of the vector Gaussian broadcast channel and uplink-downlink duality , 2003, IEEE Trans. Inf. Theory.

[124]  Ana Garcia Armada,et al.  OFDM‐Based Multicarrier Transmission , 2020 .

[125]  Harald Haas,et al.  Indoor broadcasting via white LEDs and OFDM , 2009, IEEE Transactions on Consumer Electronics.

[126]  Murat Uysal,et al.  Handover in VLC networks with coordinated multipoint transmission , 2017, 2017 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom).

[127]  Thomas M. Cover,et al.  Elements of Information Theory (Wiley Series in Telecommunications and Signal Processing) , 2006 .

[128]  Stefan Videv,et al.  Fractional Frequency Reuse in DCO-OFDM-Based Optical Attocell Networks , 2015, Journal of Lightwave Technology.

[129]  Dominic C. O'Brien,et al.  High data rate multiple input multiple output (MIMO) optical wireless communications using white led lighting , 2009, IEEE Journal on Selected Areas in Communications.

[130]  Mohamed-Slim Alouini,et al.  Optimal linear precoding for indoor visible light communication system , 2017, 2017 IEEE International Conference on Communications (ICC).

[131]  Stanislav Zvanovec,et al.  Indoor Intruder Tracking Using Visible Light Communications , 2019, Sensors.

[132]  D. O’brien,et al.  100-Mb/s NRZ Visible Light Communications Using a Postequalized White LED , 2009, IEEE Photonics Technology Letters.

[133]  Chi-Wai Chow,et al.  Micro-LED as a Promising Candidate for High-Speed Visible Light Communication , 2020, Applied Sciences.

[134]  Seong-Lyun Kim,et al.  On the Frequency Allocation for Coordinated Multi-Point Joint Transmission , 2012, 2012 IEEE 75th Vehicular Technology Conference (VTC Spring).

[135]  M. Kamoun,et al.  Base-station selection in cooperative single frequency cellular network , 2007, 2007 IEEE 8th Workshop on Signal Processing Advances in Wireless Communications.

[136]  Li-Chun Wang,et al.  3-Cell Network MIMO Architectures with Sectorization and Fractional Frequency Reuse , 2011, IEEE Journal on Selected Areas in Communications.

[137]  Syed Ali Jafar,et al.  Aiming Perfectly in the Dark-Blind Interference Alignment Through Staggered Antenna Switching , 2010, IEEE Transactions on Signal Processing.

[138]  Refik Caglar Kizilirmak,et al.  Relay-Assisted OFDM-Based Visible Light Communications , 2015, IEEE Transactions on Communications.

[139]  Harald Haas,et al.  15.73 Gb/s Visible Light Communication With Off-the-Shelf LEDs , 2019, Journal of Lightwave Technology.

[140]  Steve Hranilovic,et al.  Capacity Bounds for Wireless Optical Intensity Channels With Gaussian Noise , 2010, IEEE Transactions on Information Theory.

[141]  Mohamed-Slim Alouini,et al.  Fundamental Limits of Parallel Optical Wireless Channels: Capacity Results and Outage Formulation , 2017, IEEE Transactions on Communications.

[142]  Jaafar M. H. Elmirghani,et al.  Uplink design in VLC systems with IR sources and beam steering , 2017, IET Commun..

[143]  Kyung Seung Ahn Performance analysis of MIMO-MRC system in the presence of multiple interferers and noise over rayleigh fading channels , 2009, IEEE Transactions on Wireless Communications.

[144]  Sang-Kook Han,et al.  Outdoor Visible Light Communication for inter- vehicle communication using Controller Area Network , 2012, 2012 Fourth International Conference on Communications and Electronics (ICCE).

[145]  A. Goldsmith,et al.  Area spectral efficiency of cellular mobile radio systems , 1997, 1997 IEEE 47th Vehicular Technology Conference. Technology in Motion.

[146]  Jie Lian,et al.  Clipping-Enhanced Optical OFDM for Visible Light Communication Systems , 2019, Journal of Lightwave Technology.

[147]  Satoshi Nagata,et al.  Coordinated multipoint transmission and reception in LTE-advanced: deployment scenarios and operational challenges , 2012, IEEE Communications Magazine.

[148]  Mohammad Dehghani Soltani,et al.  MIMO System with Multi-Directional Receiver in Optical Wireless Communications , 2019, 2019 IEEE International Conference on Communications Workshops (ICC Workshops).

[149]  Rafael Pérez Jiménez,et al.  Hybrid RF/VLC Network Architecture for the Internet of Things , 2020, Sensors.

[150]  K. Langer,et al.  513 Mbit/s Visible Light Communications Link Based on DMT-Modulation of a White LED , 2010, Journal of Lightwave Technology.

[151]  Lutz H.-J. Lampe,et al.  Coordinated Broadcasting for Multiuser Indoor Visible Light Communication Systems , 2015, IEEE Transactions on Communications.

[152]  Octavia A. Dobre,et al.  VLC in Future Heterogeneous Networks: Energy– and Spectral–Efficiency Optimization , 2020, ICC 2020 - 2020 IEEE International Conference on Communications (ICC).

[153]  Zabih Ghassemlooy,et al.  Wide-FOV and High-Gain Imaging Angle Diversity Receiver for Indoor SDM-VLC Systems , 2016, IEEE Photonics Technology Letters.

[154]  Henrik Schulze,et al.  Frequency-Domain Simulation of the Indoor Wireless Optical Communication Channel , 2016, IEEE Transactions on Communications.

[155]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .

[156]  Víctor P. Gil Jiménez,et al.  Resource Allocation for Cooperative Transmission in Optical Wireless Cellular Networks With Illumination Requirements , 2020, IEEE Transactions on Communications.

[157]  Víctor P. Gil Jiménez,et al.  Cooperative optical wireless transmission for improving performance in indoor scenarios for visible light communications , 2015, IEEE Trans. Consumer Electron..

[158]  Víctor P. Gil Jiménez,et al.  Cooperative transmission scheme to address random orientation and blockage events in VLC systems , 2019, 2019 16th International Symposium on Wireless Communication Systems (ISWCS).

[159]  Jie Ma,et al.  Enhanced Performance of Asynchronous Multi-Cell VLC System Using OQAM/OFDM-NOMA , 2019, Journal of Lightwave Technology.

[160]  Anand Srivastava,et al.  Interference Mitigation Using Angular Diversity Receiver With Efficient Channel Estimation in MIMO VLC , 2020, IEEE Access.

[161]  Oswaldo González,et al.  Adaptive WHTS-assisted SDMA-OFDM scheme for fair resource allocation in multi-user visible light communications , 2016, IEEE/OSA Journal of Optical Communications and Networking.

[162]  Thomas D. C. Little,et al.  State estimation and motion tracking for spatially diverse VLC networks , 2012, 2012 IEEE Globecom Workshops.

[163]  Harald Haas,et al.  Optimization of Load Balancing in Hybrid LiFi/RF Networks , 2017, IEEE Transactions on Communications.

[164]  Akash Gupta,et al.  Performance Analysis of a Mixed Cooperative PLC–VLC System for Indoor Communication Systems , 2020, IEEE Systems Journal.

[165]  Sira Yongchareon,et al.  Visible Light Communication: A System Perspective—Overview and Challenges , 2019, Sensors.

[166]  Anna Maria Vegni,et al.  A hybrid Radio Frequency and broadcast Visible Light Communication system , 2011, 2011 IEEE GLOBECOM Workshops (GC Wkshps).

[167]  Wolfgang Utschick,et al.  Robust Precoding With Limited Feedback Design Based on Precoding MSE for MU-MISO Systems , 2012, IEEE Transactions on Signal Processing.

[168]  Bamidele Adebisi,et al.  Performance Analysis of Cooperative and Non-Cooperative Relaying over VLC Channels , 2020, Sensors.

[169]  Thomas Kamalakis,et al.  Visible-light communication system enabling 73 Mb/s data streaming , 2010, 2010 IEEE Globecom Workshops.

[170]  Nils Ole Tippenhauer,et al.  Low-complexity Visible Light Networking with LED-to-LED communication , 2012, 2012 IFIP Wireless Days.

[171]  Harald Haas,et al.  Load Balancing Game With Shadowing Effect for Indoor Hybrid LiFi/RF Networks , 2017, IEEE Transactions on Wireless Communications.

[172]  Harald Haas,et al.  What is LiFi? , 2015, 2015 European Conference on Optical Communication (ECOC).

[173]  Junhai Luo,et al.  Indoor Positioning Systems Based on Visible Light Communication: State of the Art , 2017, IEEE Communications Surveys & Tutorials.

[174]  Lutz Lampe,et al.  Coordinated Beamforming for Downlink Visible Light Communication Networks , 2018, IEEE Transactions on Communications.

[175]  Chen Chen,et al.  On the coverage of multiple-input multiple-output visible light communications [Invited] , 2017, IEEE/OSA Journal of Optical Communications and Networking.

[176]  Harald Haas,et al.  Performance Comparison of MIMO Techniques for Optical Wireless Communications in Indoor Environments , 2013, IEEE Transactions on Communications.

[177]  Jeffrey G. Andrews,et al.  Networked MIMO with clustered linear precoding , 2008, IEEE Transactions on Wireless Communications.

[178]  Mate Boban,et al.  Comparison of Radio Frequency and Visible Light Propagation Channels for Vehicular Communications , 2018, IEEE Access.

[179]  Svilen Dimitrov,et al.  Principles of LED Light Communications: Towards Networked Li-Fi , 2015 .

[180]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[181]  Fangchen Hu,et al.  Comparison of nonlinear equalizers for high-speed visible light communication utilizing silicon substrate phosphorescent white LED. , 2020, Optics express.

[182]  U. Bapst,et al.  Wireless in-house data communication via diffuse infrared radiation , 1979, Proceedings of the IEEE.

[183]  Matilde Sánchez Fernández,et al.  Constrained power allocation schemes for coordinated base station transmission using block diagonalization , 2011, EURASIP J. Wirel. Commun. Netw..

[184]  J R Barry,et al.  Link design for nondirected wireless infrared communications. , 1995, Applied optics.