Recent progress in and perspectives of underwater wireless optical communication

Abstract Underwater wireless optical communication (UWOC) is an emerging and feasible underwater communication technology and has developed rapidly in recent years. Building a high-performance and practical UWOC system requires comprehensive consideration and optimization design from the device to the system, as well as from the internal modulation to the external environment. This paper provides an overview of the recent developments in UWOC systems, covering aspects about the system transmitters and receivers, advanced modulation formats and underwater channels. Some key technologies to improve transmission capacity of UWOC are classified and summarized to provide guidance for system design. The main challenges and perspectives to achieve a reliable UWOC system are also mentioned. The summary and analysis of these advances and techniques will shed light on the future development of UWOC technology and assist in the construction of the internet of underwater things.

[1]  Palanisamy Shanmugam,et al.  Estimation of the channel characteristics of a vertically downward optical wireless communication link in realistic oceanic waters , 2019, Optics & Laser Technology.

[2]  Aidong Zhang,et al.  Deep Learning Aided Signal Detection for SPAD-Based Underwater Optical Wireless Communications , 2020, IEEE Access.

[3]  Yuhan Dong,et al.  General Stochastic Channel Model and Performance Evaluation for Underwater Wireless Optical Links , 2016, IEEE Transactions on Wireless Communications.

[4]  Shuji Nakamura,et al.  The Blue Laser Diode: GaN based Light Emitters and Lasers , 1997 .

[5]  Wei Shi,et al.  Underwater wireless optical communication system using a 16-QAM modulated 450-nm laser diode based on an FPGA. , 2019, Applied optics.

[6]  Hai-Han Lu,et al.  A 5 m/25 Gbps Underwater Wireless Optical Communication System , 2016, IEEE Photonics Journal.

[7]  Sailing He,et al.  Demonstration of 15-M 7.33-Gb/s 450-nm Underwater Wireless Optical Discrete Multitone Transmission Using Post Nonlinear Equalization , 2018, Journal of Lightwave Technology.

[8]  Jessica Fickers,et al.  Application of FBMC in optical communications , 2017 .

[9]  Mohamed-Slim Alouini,et al.  Ultraviolet-to-blue color-converting scintillating-fibers photoreceiver for 375-nm laser-based underwater wireless optical communication. , 2019, Optics express.

[10]  Jing Xu,et al.  Underwater wireless optical communication using an arrayed transmitter/receiver and optical superimposition-based PAM-4 signal. , 2018, Optics express.

[11]  Nasir Saeed,et al.  Underwater Optical Wireless Communications, Networking, and Localization: A Survey , 2018, Ad Hoc Networks.

[12]  Mohamed-Slim Alouini,et al.  Communicating Using Spatial Mode Multiplexing: Potentials, Challenges, and Perspectives , 2018, IEEE Communications Surveys & Tutorials.

[13]  Hai-Han Lu,et al.  A 30 Gb/s PAM4 underwater wireless laser transmission system with optical beam reducer/expander , 2019, Scientific Reports.

[14]  Fengzhong Qu,et al.  Single LED-based 46-m underwater wireless optical communication enabled by a multi-pixel photon counter with digital output , 2019, Optics Communications.

[15]  Ang Li,et al.  Performance Investigation of OAMSK Modulated Wireless Optical System Over Turbulent Ocean Using Convolutional Neural Networks , 2020, Journal of Lightwave Technology.

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

[17]  S. Zvánovec,et al.  Visible light communications: multi-band super-Nyquist CAP modulation. , 2019, Optics express.

[18]  Shlomi Arnon,et al.  Non-line-of-sight underwater optical wireless communication network. , 2009, Journal of the Optical Society of America. A, Optics, image science, and vision.

[19]  Murat Uysal,et al.  Performance Evaluation of LOS and NLOS Vertical Inhomogeneous Links in Underwater Visible Light Communications , 2018, IEEE Access.

[20]  Chao Shen,et al.  Laser-based visible light communications and underwater wireless optical communications: a device perspective , 2019, OPTO.

[21]  Salah Bourennane,et al.  On the suitability of employing silicon photomultipliers for underwater wireless optical communication links , 2016, 2016 10th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP).

[22]  Salah Bourennane,et al.  Investigation of solar noise impact on the performance of underwater wireless optical communication links. , 2016, Optics express.

[23]  Roger J. Green,et al.  Recent advances in underwater optical wireless communications , 2014 .

[24]  Bin Sun,et al.  Experimental demonstration of MIMO-OFDM underwater wireless optical communication , 2017 .

[25]  P. Muthuchidambaranathan,et al.  Pathloss analysis of NLOS underwater wireless optical communication channel , 2014, 2014 International Conference on Electronics and Communication Systems (ICECS).

[26]  Faissal El Bouanani,et al.  A high accuracy solver for RTE in underwater optical communication path loss prediction , 2018, 2018 International Conference on Advanced Communication Technologies and Networking (CommNet).

[27]  Chia-Lung Tsai,et al.  InGaN LEDs fabricated with parallel-connected multi-pixel geometry for underwater optical communications , 2019, Optics & Laser Technology.

[28]  W. Hofmann,et al.  Energy-efficient 1.3 μm short-cavity VCSELs for 30 Gb/s error-free optical links , 2012, ISLC 2012 International Semiconductor Laser Conference.

[29]  Chia-Lung Tsai,et al.  Epitaxial Growth of InGaN Multiple-Quantum-Well LEDs With Improved Characteristics and Their Application in Underwater Optical Wireless Communications , 2018, IEEE Transactions on Electron Devices.

[30]  M. Stojanovic,et al.  Underwater acoustic networks , 2000, IEEE Journal of Oceanic Engineering.

[31]  Inkyu Lee,et al.  Binary signaling design for visible light communication: a deep learning framework. , 2018, Optics express.

[32]  Yuhan Dong,et al.  A Survey of Underwater Optical Wireless Communications , 2017, IEEE Communications Surveys & Tutorials.

[33]  Tien Khee Ng,et al.  High-power blue superluminescent diode for high CRI lighting and high-speed visible light communication. , 2018, Optics express.

[34]  Mostafa Zaman Chowdhury,et al.  A Comparative Survey of Optical Wireless Technologies: Architectures and Applications , 2018, IEEE Access.

[35]  Meng Shi,et al.  3.075 Gb/s underwater visible light communication utilizing hardware pre-equalizer with multiple feature points , 2019, Optical Engineering.

[36]  Zabih Ghassemlooy,et al.  The Channel Impulse Response of SIMO Underwater Optical Wireless Communication Link based on Monte Carlo Simulation , 2019, 2019 2nd West Asian Colloquium on Optical Wireless Communications (WACOWC).

[37]  F. Hanson,et al.  High bandwidth underwater optical communication. , 2008, Applied optics.

[38]  F. Jasman,et al.  Impact of Chlorophyll Concentration on Underwater Optical Wireless Communications , 2018, 2018 7th International Conference on Computer and Communication Engineering (ICCCE).

[39]  M. Khalighi,et al.  Impact of different noise sources on the performance of PIN- and APD-based FSO receivers , 2011, Proceedings of the 11th International Conference on Telecommunications.

[40]  Jing Xu,et al.  Underwater wireless optical communication: why, what, and how? [Invited] , 2019, Chinese Optics Letters.

[41]  Mohamed-Slim Alouini,et al.  Light based underwater wireless communications , 2018, Japanese Journal of Applied Physics.

[42]  S. Denbaars,et al.  4 Gbps direct modulation of 450 nm GaN laser for high-speed visible light communication. , 2015, Optics express.

[43]  Masanori Hanawa,et al.  Optical wireless transmission of 405 nm, 1.45 Gbit/s optical IM/DD-OFDM signals through a 4.8 m underwater channel. , 2015, Optics express.

[44]  D. Feezell,et al.  Nonpolar ${m}$ -Plane InGaN/GaN Micro-Scale Light-Emitting Diode With 1.5 GHz Modulation Bandwidth , 2018, IEEE Electron Device Letters.

[45]  Laura J. Johnson,et al.  Underwater optical wireless communications: depth-dependent beam refraction. , 2014, Applied optics.

[46]  Jian Song,et al.  Experimental Demonstration of LED Based Underwater Wireless Optical Communication , 2017, 2017 4th International Conference on Information Science and Control Engineering (ICISCE).

[47]  Gong-Ru Lin,et al.  Blue Laser Diode Enables Underwater Communication at 12.4 Gbps , 2017, Scientific Reports.

[48]  I-Cheng Lu,et al.  205 Mb/s LED-Based Underwater Optical Communication Employing OFDM Modulation , 2018, 2018 OCEANS - MTS/IEEE Kobe Techno-Oceans (OTO).

[49]  Jun Han,et al.  Underwater wireless optical communication based on multi-pixel photon counter and OFDM modulation , 2019 .

[50]  Zhengyuan Xu,et al.  100 m/500 Mbps underwater optical wireless communication using an NRZ-OOK modulated 520 nm laser diode. , 2019, Optics express.

[51]  Marco Lanzagorta Underwater Communications , 2012, Synthesis Lectures on Communications.

[52]  Weibiao Chen,et al.  35.88 attenuation lengths and 3.32 bits/photon underwater optical wireless communication based on photon-counting receiver with 256-PPM. , 2018, Optics express.

[53]  Marek Doniec,et al.  Robust real-time underwater digital video streaming using optical communication , 2013, 2013 IEEE International Conference on Robotics and Automation.

[54]  Xuedan Zhang,et al.  On path loss of NLOS underwater wireless optical communication links , 2013, 2013 MTS/IEEE OCEANS - Bergen.

[55]  Yahya Baykal,et al.  Signal-to-noise ratio reduction due to oceanic turbulence in oceanic wireless optical communication links , 2018, Optics Communications.

[56]  Rajendran Parthiban,et al.  Laser-Diode-Based Visible Light Communication: Toward Gigabit Class Communication , 2017, IEEE Communications Magazine.

[57]  J. Trumpf,et al.  Visible Spectrum Optical Communication and Distance Sensing for Underwater Applications , 2004 .

[58]  Gong-Ru Lin,et al.  Filtered Multicarrier OFDM Encoding on Blue Laser Diode for 14.8-Gbps Seawater Transmission , 2018, Journal of Lightwave Technology.

[59]  Constance J. Chang-Hasnain Progress and prospects of long-wavelength VSELs , 2003, IEEE Commun. Mag..

[60]  Xian-min Jin,et al.  Transmission of photonic polarization states through 55-m water: towards air-to-sea quantum communication , 2018, Photonics Research.

[61]  Jing Xu,et al.  26 m/5.5 Gbps air-water optical wireless communication based on an OFDM-modulated 520-nm laser diode. , 2017, Optics express.

[62]  Dongdong Teng,et al.  Over 700 MHz –3 dB Bandwidth UOWC System Based on Blue HV-LED With T-Bridge Pre-Equalizer , 2019, IEEE Photonics Journal.

[63]  Hang Li,et al.  Signal Demodulation With Machine Learning Methods for Physical Layer Visible Light Communications: Prototype Platform, Open Dataset, and Algorithms , 2019, IEEE Access.

[64]  K. Stamnes,et al.  Comparison of numerical models for computing underwater light fields. , 1993, Applied optics.

[65]  B.M. Cochenour,et al.  Characterization of the Beam-Spread Function for Underwater Wireless Optical Communications Links , 2008, IEEE Journal of Oceanic Engineering.

[66]  S. Denbaars,et al.  High-speed 405-nm superluminescent diode (SLD) with 807-MHz modulation bandwidth. , 2016, Optics express.

[67]  The effect of beam quality factor for the laser beam propagation through turbulence , 2018 .

[68]  Giulio Cossu,et al.  Full-Fledged 10Base-T Ethernet Underwater Optical Wireless Communication System , 2018, IEEE Journal on Selected Areas in Communications.

[69]  Peng-Chun Peng,et al.  A 20-km/60-Gb/s Two-Way PON Based on Directly Modulated Two-Stage Injection-Locked 1.55- $\mu\hbox{m}$ VCSEL Transmitters and Negative Dispersion Fibers , 2015, IEEE Photonics Journal.

[70]  Mohamed-Slim Alouini,et al.  375-nm ultraviolet-laser based non-line-of-sight underwater optical communication. , 2018, Optics express.

[71]  Maurice A. Tivey A Low Power, Low Cost, Underwater Optical Communication System , 2004 .

[72]  M. Callaham Submarine communications , 1981, IEEE Communications Magazine.

[73]  A. D. Griffiths,et al.  GaN micro-LED structured light sources for multi-modal optical wireless communications systems , 2020 .

[74]  Zhengyuan Xu,et al.  Non-line-of-sight scattering channel modeling for underwater optical wireless communication , 2015, 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER).

[75]  Shuailong Zhang,et al.  Absorption and scattering effects of Maalox, chlorophyll, and sea salt on a micro-LED-based underwater wireless optical communication [Invited] , 2019, Chinese Optics Letters.

[76]  Wen-Shing Tsai,et al.  A UWOC system based on a 6 m/5.2 Gbps 680 nm vertical-cavity surface-emitting laser , 2018 .

[77]  K. Kawashima,et al.  Cavity resonance shift and bandwidth enhancement in semiconductor lasers with strong light injection , 2003 .

[78]  Harald Haas,et al.  Optical wireless communication , 2020, Philosophical Transactions of the Royal Society A.

[79]  Peter A. Hoeher,et al.  Effects and Constraints of Optical Filtering on Ambient Light Suppression in LED-Based Underwater Communications , 2018, Sensors.

[80]  Jim Kurose,et al.  A survey of practical issues in underwater networks , 2007 .

[81]  Marcello L. R. de Campos,et al.  A Survey of Underwater Wireless Communication Technologies , 2016 .

[82]  Siyuan Chen,et al.  2.08Gbit/s visible light communication utilizing power exponential pre-equalization , 2016, 2016 25th Wireless and Optical Communication Conference (WOCC).

[83]  P. Saboureau,et al.  Injection-locked semiconductor lasers with delayed optoelectronic feedback , 1997 .

[84]  N. Holonyak,et al.  COHERENT (VISIBLE) LIGHT EMISSION FROM Ga(As1−xPx) JUNCTIONS , 1962 .

[85]  Nan Chi,et al.  A 427.5 Mbps Automotive Headlight Visible Light Communication System Utilizing 64QAM-DMT Modulation with Software Pre-equalization , 2019, 2019 IEEE/CIC International Conference on Communications in China (ICCC).

[86]  Salah Bourennane,et al.  Underwater Wireless Optical Communications Using Silicon Photo-Multipliers , 2017, IEEE Photonics Journal.

[87]  S. Meenakshi Sundaram,et al.  Survey on underwater optical wireless communication: perspectives and challenges , 2019 .

[88]  Polina Bayvel,et al.  Impact of Transceiver Subsystems on High-Capacity Optical Transmission , 2018 .

[89]  Xinyu Zhang,et al.  Non-line-of-sight methodology for high-speed wireless optical communication in highly turbid water , 2020 .

[90]  Brian M. Sadler,et al.  A Path Loss Model for Non-Line-of-Sight Ultraviolet Multiple Scattering Channels , 2010, EURASIP J. Wirel. Commun. Netw..

[91]  Yuhan Dong,et al.  Monte-Carlo Integration Models for Multiple Scattering Based Optical Wireless Communication , 2020, IEEE Transactions on Communications.

[92]  Dario Pompili,et al.  Overview of networking protocols for underwater wireless communications , 2009, IEEE Communications Magazine.

[93]  Xianhui Che,et al.  Re-evaluation of RF electromagnetic communication in underwater sensor networks , 2010, IEEE Communications Magazine.

[94]  Sailing He,et al.  Discrete multitone transmission for underwater optical wireless communication system using probabilistic constellation shaping to approach channel capacity limit. , 2019, Optics letters.

[95]  Qing Wang,et al.  Progress on high-power high-brightness VCSELs and applications , 2015, Photonics West - Optoelectronic Materials and Devices.

[96]  Xiaobin Sun,et al.  The effect of turbulence on NLOS underwater wireless optical communication channels [Invited] , 2019, Chinese Optics Letters.

[98]  Tasnim Hamza,et al.  On Limitations of Using Silicon Photo-Multipliers for Underwater Wireless Optical Communications , 2019, 2019 2nd West Asian Colloquium on Optical Wireless Communications (WACOWC).

[99]  Bernhard Roth,et al.  Lighting with laser diodes , 2013 .

[100]  Prasad Naik Ramavath,et al.  High-speed and reliable Underwater Wireless Optical Communication system using Multiple-Input Multiple-Output and channel coding techniques for IoUT applications , 2020 .

[101]  Xian-min Jin,et al.  Towards quantum communications in free-space seawater. , 2016, Optics express.

[102]  Xiaoyan Liu,et al.  Active tracking system for visible light communication using a GaN-based micro-LED and NRZ-OOK. , 2017, Optics express.

[103]  Zhengyuan Xu,et al.  60m/2.5Gbps Underwater Optical Wireless Communication with NRZ-OOK Modulation and Digital Nonlinear Equalization , 2019 .

[104]  Georges Kaddoum,et al.  Underwater Optical Wireless Communication , 2016, IEEE Access.

[105]  Giovanni Giuliano Underwater optical communication systems , 2019 .

[106]  Chrysovalantou Christopoulou,et al.  Optimal Trade-Off Between Depth and Coverage for a Vertical UOWC Link , 2020, IEEE Photonics Technology Letters.

[107]  Andrei Faraon,et al.  Orbital Angular Momentum-based Space Division Multiplexing for High-capacity Underwater Optical Communications , 2016, Scientific Reports.

[108]  S. Duntley Light in the Sea , 1963 .

[109]  Jing Xu,et al.  10-m 9.51-Gb/s RGB laser diodes-based WDM underwater wireless optical communication. , 2017, Optics express.

[110]  Jing Xu,et al.  Adaptive water-air-water data information transfer using orbital angular momentum. , 2018, Optics express.

[111]  Yang Weng,et al.  A Review on Practical Considerations and Solutions in Underwater Wireless Optical Communication , 2020, Journal of Lightwave Technology.

[112]  Hai-Han Lu,et al.  256 Gb/s Four-Channel SDM-Based PAM4 FSO-UWOC Convergent System , 2019, IEEE Photonics Journal.

[113]  Yuan Shen,et al.  Performance of underwater quantum key distribution with polarization encoding. , 2019, Journal of the Optical Society of America. A, Optics, image science, and vision.

[114]  Hai-Han Lu,et al.  16 Gb/s PAM4 UWOC system based on 488-nm LD with light injection and optoelectronic feedback techniques. , 2017, Optics express.

[115]  Hai-Han Lu,et al.  6-m/10-Gbps underwater wireless red-light laser transmission system , 2018, Optical Engineering.

[116]  Pengfei Tian,et al.  34.5 m Underwater optical wireless communication with 2.70 Gbps data rate based on a green laser with NRZ-OOK modulation , 2017, 2017 14th China International Forum on Solid State Lighting: International Forum on Wide Bandgap Semiconductors China (SSLChina: IFWS).

[117]  Wei Zhao,et al.  Experimental demonstration of quasi-omni-directional transmitter for underwater wireless optical communication based on blue LED array and freeform lens , 2019, Optics Communications.

[118]  I. Djordjevic,et al.  Theoretical study of a submarine to submarine quantum key distribution systems. , 2019, Optics express.

[119]  Nan Chi,et al.  High speed underwater visible light communication system based on LED employing maximum ratio combination with multi-PIN reception , 2018, Optics Communications.

[120]  Dario Pompili,et al.  Challenges for efficient communication in underwater acoustic sensor networks , 2004, SIGBED.

[121]  Qingquan Liu,et al.  High-Speed Visible Light Communications: Enabling Technologies and State of the Art , 2018 .

[122]  Mohamed-Slim Alouini,et al.  4.8 Gbit/s 16-QAM-OFDM transmission based on compact 450-nm laser for underwater wireless optical communication. , 2015, Optics express.

[123]  Yuhan Dong,et al.  On stochastic model for underwater wireless optical links , 2014, 2014 IEEE/CIC International Conference on Communications in China (ICCC).

[124]  Malcolm A. Watson,et al.  AlGaInN laser diode technology for GHz high-speed visible light communication through plastic optical fiber and water , 2016 .

[125]  Chao Lu,et al.  Digital Signal Processing for Short-Reach Optical Communications: A Review of Current Technologies and Future Trends , 2018, Journal of Lightwave Technology.

[126]  Nan Chi,et al.  Gaussian kernel-aided deep neural network equalizer utilized in underwater PAM8 visible light communication system. , 2018, Optics express.

[127]  Fangchen Hu,et al.  20.09-Gbit/s Underwater WDM-VLC Transmission based on a Single Si/GaAs-Substrate Multichromatic LED Array Chip , 2020, 2020 Optical Fiber Communications Conference and Exhibition (OFC).

[128]  Lirong Zheng,et al.  Toward Long-Distance Underwater Wireless Optical Communication Based on A High-Sensitivity Single Photon Avalanche Diode , 2020, IEEE Photonics Journal.

[129]  A. Al-Shamma'a,et al.  Propagation of electromagnetic waves at MHz frequencies through seawater , 2004, IEEE Transactions on Antennas and Propagation.

[130]  Nan Chi,et al.  Common-anode LED on a Si substrate for beyond 15  Gbit/s underwater visible light communication , 2019, Photonics Research.

[131]  M. Dawson,et al.  Gallium nitride micro-light-emitting diode structured light sources for multi-modal optical wireless communications systems , 2020, Philosophical Transactions of the Royal Society A.

[132]  Alan E. Willner,et al.  Underwater optical communications using orbital angular momentum-based spatial division multiplexing , 2018 .

[133]  Harald Haas,et al.  Gb/s Underwater Wireless Optical Communications Using Series-Connected GaN Micro-LED Arrays , 2020, IEEE Photonics Journal.

[134]  Nan Chi,et al.  Large-coverage underwater visible light communication system based on blue LED employing equal gain combining with integrated PIN array reception. , 2019, Applied optics.

[135]  Xiaolin Zhou,et al.  Laser-based white-light source for high-speed underwater wireless optical communication and high-efficiency underwater solid-state lighting. , 2018, Optics express.

[136]  Milica Stojanovic,et al.  Recent advances in high-speed underwater acoustic communications , 1996 .

[137]  Bin Sun,et al.  Underwater wireless optical communication using a lens-free solar panel receiver , 2018, Optics Communications.

[138]  Hai-Han Lu,et al.  A WDM PAM4 FSO–UWOC Integrated System With a Channel Capacity of 100 Gb/s , 2020, Journal of Lightwave Technology.

[139]  Sailing He,et al.  16.6 Gbps data rate for underwater wireless optical transmission with single laser diode achieved with discrete multi-tone and post nonlinear equalization. , 2018, Optics express.

[140]  Murat Uysal,et al.  Survey on Free Space Optical Communication: A Communication Theory Perspective , 2014, IEEE Communications Surveys & Tutorials.

[141]  Nan Chi,et al.  3.2 Gbps underwater visible light communication system utilizing dual-branch multi-layer perceptron based post-equalizer , 2020 .

[142]  Chao Shen,et al.  A tutorial on laser-based lighting and visible light communications: device and technology [Invited] , 2019, Chinese Optics Letters.

[143]  Julian Cheng,et al.  On Integrated Stochastic Channel Model for Underwater Optical Wireless Communications , 2018, 2018 IEEE International Conference on Communications (ICC).

[144]  Rüdiger Röttgers,et al.  Optical Underwater Communication: The Potential of Using Converted Green LEDs in Coastal Waters , 2019, IEEE Journal of Oceanic Engineering.

[145]  Chao Li,et al.  First demonstration of 400Mb/s PAM4 signal transmission over 10-meter underwater channel using a blue LED and a digital linear pre-equalizer , 2017, 2017 Conference on Lasers and Electro-Optics (CLEO).

[146]  Nasir Saeed,et al.  Energy Harvesting Hybrid Acoustic-Optical Underwater Wireless Sensor Networks Localization , 2017, Sensors.

[147]  Takahiro Kodama,et al.  Over 1 Gbit/s NRZ-OOK Underwater Wireless Optical Transmission Experiment Using Wideband PMT , 2019, 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC).

[148]  G. Cossu Recent achievements on underwater optical wireless communication [Invited] , 2019 .

[149]  Mohamed-Slim Alouini,et al.  On the Use of a Direct Radiative Transfer Equation Solver for Path Loss Calculation in Underwater Optical Wireless Channels , 2015, IEEE Wireless Communications Letters.

[150]  Tie Qiu,et al.  Survey on high reliability wireless communication for underwater sensor networks , 2019, J. Netw. Comput. Appl..

[151]  Steve Hranilovic,et al.  Silicon-Photomultiplier-Based Underwater Wireless Optical Communication Using Pulse-Amplitude Modulation , 2020, IEEE Journal of Oceanic Engineering.

[152]  Hong-Yi Yu,et al.  A Long Distance Underwater Visible Light Communication System With Single Photon Avalanche Diode , 2016, IEEE Photonics Journal.

[153]  Jawad A. Salehi,et al.  Performance Studies of Underwater Wireless Optical Communication Systems With Spatial Diversity: MIMO Scheme , 2015, IEEE Transactions on Communications.

[154]  P. Wisniewski,et al.  High-Optical-Power InGaN Superluminescent Diodes with “j-shape” Waveguide , 2013 .

[155]  Yang Guo,et al.  High-speed underwater wireless optical communications: from a perspective of advanced modulation formats [Invited] , 2019, Chinese Optics Letters.

[156]  Bahman Abolhassani,et al.  Statistical Studies of Fading in Underwater Wireless Optical Channels in the Presence of Air Bubble, Temperature, and Salinity Random Variations , 2018, IEEE Transactions on Communications.

[157]  B. Hamon Medium-scale temperature and salinity structure in the upper 1500 m in the Indian Ocean , 1967 .

[158]  Harald Haas,et al.  A review of gallium nitride LEDs for multi-gigabit-per-second visible light data communications , 2017 .

[159]  J. D. Kingsley,et al.  Coherent Light Emission From GaAs Junctions , 1962 .

[160]  Xiaolin Zhou,et al.  High-speed underwater optical wireless communication using a blue GaN-based micro-LED. , 2017, Optics express.

[161]  Mohamed-Slim Alouini,et al.  An Improved Accurate Solver for the Time-Dependent RTE in Underwater Optical Wireless Communications , 2019, IEEE Access.

[162]  Zhengyuan Xu,et al.  A Cost-Efficient Real-Time 25 Mb/s System for LED-UOWC: Design, Channel Coding, FPGA Implementation, and Characterization , 2018, Journal of Lightwave Technology.

[163]  Nan Chi,et al.  High speed visible light communication system using QAM-DMT modulation based on digital zero-padding and differential receiver , 2017, 2017 16th International Conference on Optical Communications and Networks (ICOCN).

[164]  Mohammad-Ali Khalighi,et al.  Channel modeling for underwater optical communication , 2011, 2011 IEEE GLOBECOM Workshops (GC Wkshps).

[165]  Nan Chi,et al.  Advanced modulation formats for underwater visible light communications [Invited] , 2018 .