{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,3,30]],"date-time":"2022-03-30T00:49:53Z","timestamp":1648601393428},"reference-count":49,"publisher":"Oxford University Press (OUP)","issue":"10","license":[{"start":{"date-parts":[[2020,5,13]],"date-time":"2020-05-13T00:00:00Z","timestamp":1589328000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/journals\/pages\/open_access\/funder_policies\/chorus\/standard_publication_model"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61473109","61572164","61877015"],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Zhejiang Major Science and Technology Programme","award":["2018C04012"]},{"name":"General Research Foundation of the Education Department of Zhejiang Province","award":["Y201840731"]},{"name":"Graduate Scientific Research Foundation of Hangzhou Dianzi University","award":["CXJJ2018053"]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,10,19]]},"abstract":"Abstract<\/jats:title>\n Neighbor discovery is a fundamental task to support many other services in wireless multihop networks (WMN). Most existing related methods in WMN rely heavily on the information of radio waves. To extend the way to the neighbor discovery, this paper introduces another interesting way, visual light communication, to explore its property of linear transmission. We apply light emitting diode (LED) array and camera and present a novel communication system, named LED array to camera system (LC). This paper also designs a novel protocol, named LED to camera protocol (LCP), for it. Equipped with an LC, each node in a WMN can determine the precise direction and distance of its neighbors and recognize their identities. Furthermore, this paper also develops a method to infer the topology of the whole network. We design the hardware for LC and conduct extensive experiments to implement the protocol LCP. The average latency of the neighbor discovery is measured and can be as small as 1.087 seconds. LCP can achieve centimeter-level accuracy in distance and direction to averages of 0.37 cm and 1.67 degrees in these real experiments. The relative accuracies in distance and direction measurement are 99.11% and 88.92% on average, respectively. The simulation of the topology inference is also performed to show the feasibility and accuracy with the local distance and direction information.<\/jats:p>","DOI":"10.1093\/comjnl\/bxaa021","type":"journal-article","created":{"date-parts":[[2020,2,12]],"date-time":"2020-02-12T12:10:35Z","timestamp":1581509435000},"page":"1463-1478","source":"Crossref","is-referenced-by-count":0,"title":["Who Face Me? Neighbor Identification With LED Camera Communication"],"prefix":"10.1093","volume":"63","author":[{"given":"Jianhui","family":"Zhang","sequence":"first","affiliation":[{"name":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, College of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou 310018, China"}]},{"given":"Tianhao","family":"Zhang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, College of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou 310018, China"}]},{"given":"Feilong","family":"Jiang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, College of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou 310018, China"}]},{"given":"Bei","family":"Zhao","sequence":"additional","affiliation":[{"name":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, College of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou 310018, China"}]}],"member":"286","published-online":{"date-parts":[[2020,5,13]]},"reference":[{"key":"2020101408043889000_ref1","first-page":"348","article-title":"Value of information aware opportunistic duty cycling in solar harvesting sensor networks","volume-title":"TII","author":"Zhang","year":"2016"},{"key":"2020101408043889000_ref2","first-page":"1","article-title":"Rmts: a robust clock synchronization scheme for wireless sensor networks","volume":"135","author":"Zhang","year":"2019","journal-title":"JNCA"},{"key":"2020101408043889000_ref3","first-page":"806","article-title":"Code-based neighbor discovery protocols in mobile wireless networks","volume":"24","author":"Meng","year":"2016","journal-title":"TON"},{"key":"2020101408043889000_ref4","doi-asserted-by":"crossref","first-page":"1448","DOI":"10.1109\/SURV.2013.012414.00164","article-title":"Energy-efficient neighbor discovery in mobile ad hoc and wireless sensor networks: a survey","volume":"16","author":"Sun","year":"2014","journal-title":"IEEE Commun. Surv. Tut."},{"key":"2020101408043889000_ref5","doi-asserted-by":"crossref","first-page":"921","DOI":"10.1016\/j.comnet.2006.10.002","article-title":"A survey on wireless multimedia sensor networks","volume":"51","author":"Akyildiz","year":"2007","journal-title":"Comput. Netw."},{"key":"2020101408043889000_ref6","doi-asserted-by":"crossref","DOI":"10.1109\/RTSS.2010.15","article-title":"Listen: Non-Interactive Localization in Wireless Camera Sensor Networks","volume-title":"Proc. RTSS 10, San Diego, CA, 30 November\u20133 December, pp. 205\u2013214","author":"He","year":"2010"},{"key":"2020101408043889000_ref7","doi-asserted-by":"crossref","DOI":"10.1109\/GLOCOMW.2012.6477759","article-title":"Using a CMOS Camera Sensor for Visible Light Communication","volume-title":"Proc. GC Wkshps 12, Anaheim, CA, 3\u20137 December, pp. 1244\u20131248","author":"Danakis","year":"2012"},{"key":"2020101408043889000_ref8","first-page":"3308","article-title":"Ceilingtalk: lightweight indoor broadcast through LED-camera communication","volume":"16","author":"Yang","year":"2017","journal-title":"TMC"},{"key":"2020101408043889000_ref9","first-page":"173","article-title":"Neighbor discovery in traditional wireless networks and cognitive radio networks: basics, taxonomy, challenges and future research directions","volume":"52","author":"Khan","year":"2015","journal-title":"JNCA"},{"key":"2020101408043889000_ref10","first-page":"949","article-title":"Blinddate: a neighbor discovery protocol","volume":"26","author":"Wang","year":"2015","journal-title":"TPDS"},{"key":"2020101408043889000_ref11","doi-asserted-by":"crossref","DOI":"10.1109\/INFOCOM.2014.6847978","article-title":"Hello: A Generic Flexible Protocol for Neighbor Discovery","volume-title":"Proc. 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ISSPIT 07, Giza, Egypt, 15\u201318 December, pp. 504\u2013508","author":"Tao","year":"2007"},{"key":"2020101408043889000_ref29","article-title":"Mpida: A Sensor Network Topology Inference Algorithm","volume-title":"Proceedings of CIS 07, Harbin, China, 15\u201319 December, pp. 451\u2013455","author":"Tao","year":"2007"},{"key":"2020101408043889000_ref30","doi-asserted-by":"crossref","DOI":"10.1109\/INFCOM.2010.5462093","article-title":"Wormhole-Resilient Secure Neighbor Discovery in Underwater Acoustic Networks","volume-title":"Proc. INFOCOM 10, San Diego, CA, 15\u201319 March, pp. 1\u20139","author":"Zhang","year":"2010"},{"key":"2020101408043889000_ref31","doi-asserted-by":"crossref","DOI":"10.1109\/INFOCOM.2016.7524336","article-title":"Talk More Listen Less: Energy-Efficient Neighbor Discovery in Wireless Sensor Networks","volume-title":"Proc. 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