{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,12]],"date-time":"2025-10-12T03:34:17Z","timestamp":1760240057591,"version":"build-2065373602"},"reference-count":28,"publisher":"MDPI AG","issue":"5","license":[{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61565012"],"award-info":[{"award-number":["61565012"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2015T80691"],"award-info":[{"award-number":["2015T80691"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Science and Technology Plan Project of Jiangxi Province","award":["20151BBE50092"],"award-info":[{"award-number":["20151BBE50092"]}]},{"name":"Funding Scheme to Outstanding Young Talents of Jiangxi Province","award":["20171BCB23007"],"award-info":[{"award-number":["20171BCB23007"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>To achieve long-distance underwater optical wireless communication, a single photon detector with single photon limit sensitivity is used to detect the optical signal at the receiver. The communication signal is extracted from the discrete single photon pulses output from the detector. Due to fluctuation of photon flux and quantum efficiency of photon detection, long-distance underwater optical wireless communication has the characteristics that the link is easily interrupted, the bit error rate is high, and the burst error is large. To achieve reliable video transmission, a joint source-channel coding scheme based on residual distributed compressive video sensing is proposed for the underwater photon counting communication system. Signal extraction from single photon pulses, data frame and data verification are specifically designed. This scheme greatly reduces the amount of data at the transmitter, transfers the computational complexity to the decoder in receiver, and enhances anti-channel error ability. The experimental results show that, when the baud rate was 100 kbps and the average number of photon pulses per bit was 20, the bit error rate (BER) was 0.0421 and video frame could still be restored clearly.<\/jats:p>","DOI":"10.3390\/s19051042","type":"journal-article","created":{"date-parts":[[2019,3,4]],"date-time":"2019-03-04T05:45:36Z","timestamp":1551678336000},"page":"1042","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":18,"title":["Photon-Counting Underwater Optical Wireless Communication for Reliable Video Transmission Using Joint Source-Channel Coding Based on Distributed Compressive Sensing"],"prefix":"10.3390","volume":"19","author":[{"given":"Zhu","family":"Hong","sequence":"first","affiliation":[{"name":"School of Information Engineering, Nanchang University, Nanchang 330031, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4736-7435","authenticated-orcid":false,"given":"Qiurong","family":"Yan","sequence":"additional","affiliation":[{"name":"School of Information Engineering, Nanchang University, Nanchang 330031, China"},{"name":"State Key Laboratory of Transient Optics and Photonics, Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China"}]},{"given":"Zihang","family":"Li","sequence":"additional","affiliation":[{"name":"School of Information Engineering, Nanchang University, Nanchang 330031, China"}]},{"given":"Ting","family":"Zhan","sequence":"additional","affiliation":[{"name":"School of Information Engineering, Nanchang University, Nanchang 330031, China"}]},{"given":"Yuhao","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Information Engineering, Nanchang University, Nanchang 330031, China"}]}],"member":"1968","published-online":{"date-parts":[[2019,3,1]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"015001","DOI":"10.1117\/1.3280288","article-title":"Underwater optical wireless communication network","volume":"49","author":"Arnon","year":"2010","journal-title":"Opt. Eng."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"1518","DOI":"10.1109\/ACCESS.2016.2552538","article-title":"Underwater optical wireless communication","volume":"4","author":"Kaushal","year":"2016","journal-title":"IEEE Access"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1109\/COMST.2016.2618841","article-title":"A survey of underwater optical wireless communications","volume":"19","author":"Zeng","year":"2017","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"ref_4","doi-asserted-by":"crossref","unstructured":"Cochenour, B., Mullen, L., Laux, A., and Curran, T. (2006, January 18\u201321). Effects of multiple scattering on the implementation of an underwater wireless optical communications link. Proceedings of the OCEANS 2006, Boston, MA, USA.","DOI":"10.1109\/OCEANS.2006.306863"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"21685","DOI":"10.1364\/OE.26.021685","article-title":"35.88 attenuation lengths and 3.32 bits\/photon underwater optical wireless communication based on photon-counting receiver with 256-PPM","volume":"26","author":"Hu","year":"2018","journal-title":"Opt. Express"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1016\/j.optcom.2018.04.008","article-title":"Experimental study of SPAD-based long distance outdoor VLC systems","volume":"424","author":"Ji","year":"2018","journal-title":"Opt. Commun."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/JPHOT.2016.2633560","article-title":"A long distance underwater visible light communication system with single photon avalanche diode","volume":"8","author":"Wang","year":"2016","journal-title":"IEEE Photonics J."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"28783","DOI":"10.1364\/OE.25.028783","article-title":"Experimental study on SPAD-based VLC systems with an LED status indicator","volume":"25","author":"Wang","year":"2017","journal-title":"Opt. Express"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"889","DOI":"10.1016\/j.optcom.2017.11.069","article-title":"Multi-LED parallel transmission for long distance underwater VLC system with one SPAD receiver","volume":"410","author":"Wang","year":"2018","journal-title":"Opt. Commun."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"053105","DOI":"10.1063\/1.3592333","article-title":"Continuous measurement of the arrival times of x-ray photon sequence","volume":"82","author":"Yan","year":"2011","journal-title":"Rev. Sci. Instrum."},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Zhou, T., Hu, S., Mi, L., Zhu, X., and Chen, W. (2017, January 7\u201310). A long-distance underwater laser communication system with photon-counting receiver. Proceedings of the 2017 16th International Conference on Optical Communications and Networks (ICOCN), Wuzhen, China.","DOI":"10.1109\/ICOCN.2017.8121569"},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Richardson, I.E. (2004). H. 264 and MPEG-4 Video Compression: Video Coding for Next-Generation Multimedia, John Wiley & Sons.","DOI":"10.1002\/0470869615"},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"560","DOI":"10.1109\/TCSVT.2003.815165","article-title":"Overview of the H. 264\/AVC video coding standard","volume":"13","author":"Wiegand","year":"2003","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"2436","DOI":"10.1109\/TIP.2007.904949","article-title":"PRISM: A video coding paradigm with motion estimation at the decoder","volume":"16","author":"Puri","year":"2007","journal-title":"IEEE Trans. Image Process."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1109\/MSP.2004.1328091","article-title":"Distributed source coding for sensor networks","volume":"21","author":"Xiong","year":"2004","journal-title":"IEEE Signal Process. Mag."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1109\/MSP.2007.914731","article-title":"An introduction to compressive sampling","volume":"25","author":"Wakin","year":"2008","journal-title":"IEEE Signal Process. Mag."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"1289","DOI":"10.1109\/TIT.2006.871582","article-title":"Compressed sensing","volume":"52","author":"Donoho","year":"2006","journal-title":"IEEE Trans. Inf. Theory"},{"key":"ref_18","unstructured":"Stankovi\u0107, V., Stankovi\u0107, L., and Cheng, S. (2008, January 25\u201329). Compressive video sampling. Proceedings of the 2008 16th European, Signal Processing Conference, Lausanne, Switzerland."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1109\/MSP.2007.904808","article-title":"Distributed monoview and multiview video coding","volume":"24","author":"Guillemot","year":"2007","journal-title":"IEEE Signal Process. Mag."},{"key":"ref_20","doi-asserted-by":"crossref","unstructured":"Kang, L.-W., and Lu, C.-S. (2009, January 19\u201324). Distributed compressive video sensing. Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Taipei, Taiwan.","DOI":"10.1109\/ICASSP.2009.4959797"},{"key":"ref_21","doi-asserted-by":"crossref","unstructured":"Chen, H.-W., Kang, L.-W., and Lu, C.-S. (2010, January 11\u201314). Dynamic measurement rate allocation for distributed compressive video sensing. Proceedings of the Visual Communications and Image Processing 2010, Huangshan, China.","DOI":"10.1117\/12.863094"},{"key":"ref_22","first-page":"2316","article-title":"Residual distributed compressive video sensing based on double side information","volume":"40","author":"Chen","year":"2014","journal-title":"Acta Autom. Sin."},{"key":"ref_23","unstructured":"Imran, N., Seet, B.-C., and Fong, A. (2012, January 28\u201330). Distributed compressive video sensing: A review of the state-of-the-art architectures. Proceedings of the 2012 19th International Conference on Mechatronics and Machine Vision in Practice (M2VIP), Auckland, New Zealand."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"4655","DOI":"10.1109\/TIT.2007.909108","article-title":"Signal recovery from random measurements via orthogonal matching pursuit","volume":"53","author":"Tropp","year":"2007","journal-title":"IEEE Trans. Inf. Theory"},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1007\/s10589-013-9576-1","article-title":"An efficient augmented Lagrangian method with applications to total variation minimization","volume":"56","author":"Li","year":"2013","journal-title":"Comput. Optim. Appl."},{"key":"ref_26","doi-asserted-by":"crossref","unstructured":"Velasco, J.P.L. (2012). Video quality assessment. Video Compression, InTech.","DOI":"10.5772\/34841"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"7484","DOI":"10.1364\/AO.32.007484","article-title":"Comparison of numerical models for computing underwater light fields","volume":"32","author":"Mobley","year":"1993","journal-title":"Appl. Opt."},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Petzold, T.J. (1972). Volume Scattering Functions for Selected Ocean Waters, Scripps Institution of Oceanography La Jolla Ca Visibility Lab.","DOI":"10.21236\/AD0753474"}],"container-title":["Sensors"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1424-8220\/19\/5\/1042\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T12:35:30Z","timestamp":1760186130000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1424-8220\/19\/5\/1042"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3,1]]},"references-count":28,"journal-issue":{"issue":"5","published-online":{"date-parts":[[2019,3]]}},"alternative-id":["s19051042"],"URL":"https:\/\/doi.org\/10.3390\/s19051042","relation":{},"ISSN":["1424-8220"],"issn-type":[{"type":"electronic","value":"1424-8220"}],"subject":[],"published":{"date-parts":[[2019,3,1]]}}}