underwater optical wireless communication (UOWC);
digital signal;
linear equalizer;
nonlinear equalizer;
supervised machine learning;
reinforcement machine learning;
DISCRETE MULTITONE TRANSMISSION;
PIXEL PHOTON COUNTER;
GBPS DATA RATE;
LASER-DIODE;
HENYEY-GREENSTEIN;
LIGHT;
SYSTEM;
EQUALIZATION;
PERFORMANCE;
BANDWIDTH;
D O I:
10.3390/photonics10070811
中图分类号:
O43 [光学];
学科分类号:
070207 ;
0803 ;
摘要:
Underwater wireless communication (UWC) technology has attracted widespread attention in the past few years. Compared with conventional acoustic underwater wireless communication technology, underwater optical wireless communication (UOWC) technology has promising potential to provide high data rate wireless connections due to the large license-free bandwidth. Building a high-performance and reliable UOWC system has become the target of researchers and various advanced and innovative technologies have been proposed and investigated. Among them, better hardware such as transmitters and receivers, as well as more advanced modulation and signal processing techniques, are key factors in improving UOWC system performance. In this paper, we review the recent development in UOWC systems. In particular, we provide a brief introduction to different types of UOWC systems based on channel configuration, and we focus on various recent studies on advanced signal processing methods in UOWC systems, including both traditional non-machine learning (NML) equalizers and machine learning (ML) schemes based on neural networks. In addition, we also discuss the key challenges in UOWC systems for future applications.
机构:
Samsung Elect Co Ltd, Organ Mat Lab, Samsung Adv Inst Technol SAIT, 130 Samsung Ro, Suwon 443803, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Lim, Younhee
Oh, Seoyeon
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Incheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Oh, Seoyeon
Minami, Daiki
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Samsung Elect Co Ltd, Innovat Ctr, CSE Team, 1 Samsungjeonja Ro, Hwasung Si 18448, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Minami, Daiki
Yu, Minseok
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Incheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Yu, Minseok
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Chun, Hyunchae
Yun, Sungyoung
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Samsung Elect Co Ltd, Organ Mat Lab, Samsung Adv Inst Technol SAIT, 130 Samsung Ro, Suwon 443803, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Yun, Sungyoung
Seo, Hwijoung
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Samsung Elect Co Ltd, Organ Mat Lab, Samsung Adv Inst Technol SAIT, 130 Samsung Ro, Suwon 443803, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Seo, Hwijoung
Fang, Feifei
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Samsung Elect Co Ltd, Organ Mat Lab, Samsung Adv Inst Technol SAIT, 130 Samsung Ro, Suwon 443803, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Fang, Feifei
Park, Jeong-Il
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Samsung Elect Co Ltd, Organ Mat Lab, Samsung Adv Inst Technol SAIT, 130 Samsung Ro, Suwon 443803, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Park, Jeong-Il
Ham, Cheol
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Samsung Elect Co Ltd, Organ Mat Lab, Samsung Adv Inst Technol SAIT, 130 Samsung Ro, Suwon 443803, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Ham, Cheol
Shin, Jisoo
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Samsung Elect Co Ltd, Organ Mat Lab, Samsung Adv Inst Technol SAIT, 130 Samsung Ro, Suwon 443803, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Shin, Jisoo
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Choi, Taejin
Lim, Juhyung
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Samsung Elect Co Ltd, Organ Mat Lab, Samsung Adv Inst Technol SAIT, 130 Samsung Ro, Suwon 443803, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Lim, Juhyung
Kim, Hyeong-Ju
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Samsung Elect Co Ltd, Organ Mat Lab, Samsung Adv Inst Technol SAIT, 130 Samsung Ro, Suwon 443803, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Kim, Hyeong-Ju
Hong, Hye Rim
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Samsung Elect Co Ltd, Organ Mat Lab, Samsung Adv Inst Technol SAIT, 130 Samsung Ro, Suwon 443803, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Hong, Hye Rim
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Shibuya, Hiromasa
Yi, Jeoungin
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Samsung Elect Co Ltd, Organ Mat Lab, Samsung Adv Inst Technol SAIT, 130 Samsung Ro, Suwon 443803, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
Yi, Jeoungin
Choi, Byoungki
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Samsung Elect Co Ltd, Organ Mat Lab, Samsung Adv Inst Technol SAIT, 130 Samsung Ro, Suwon 443803, Gyeonggi Do, South KoreaIncheon Natl Univ, Dept Informat & Telecommun Engn, Incheon Si 22012, South Korea
机构:
King Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi ArabiaKing Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi Arabia
Kang, Chun Hong
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Alkhazragi, Omar
Sinatra, Lutfan
论文数: 0引用数: 0
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Quamum Solut, 1 Venture Rd,Sci Pk, Southampton SO16 7NP, Hants, EnglandKing Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi Arabia
Sinatra, Lutfan
Alshaibani, Sultan
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King Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi ArabiaKing Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi Arabia
Alshaibani, Sultan
Wang, Yue
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King Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi ArabiaKing Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi Arabia
Wang, Yue
Li, Kuang-Hui
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King Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi ArabiaKing Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi Arabia
Li, Kuang-Hui
Kong, Meiwei
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King Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi ArabiaKing Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi Arabia
Kong, Meiwei
Lutfullin, Marat
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Quamum Solut, 1 Venture Rd,Sci Pk, Southampton SO16 7NP, Hants, EnglandKing Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi Arabia
Lutfullin, Marat
Bakr, Osman M.
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King Abdullah Univ Sci & Technol KAUST, Div Phys Sci & Engn, Thuwal 239556900, Saudi ArabiaKing Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi Arabia
Bakr, Osman M.
Ng, Tien Khee
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King Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi ArabiaKing Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi Arabia
Ng, Tien Khee
Ooi, Boon S.
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King Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi ArabiaKing Abdullah Univ Sci & Technol KAUST, Photon Lab, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi Arabia
机构:
Chinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R China
Chen, Lian-Kuan
Shao, Yingjie
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Chinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R China
Shao, Yingjie
Di, Yujie
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Chinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R China