{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T14:35:27Z","timestamp":1740148527927,"version":"3.37.3"},"reference-count":14,"publisher":"Wiley","license":[{"start":{"date-parts":[[2018,12,20]],"date-time":"2018-12-20T00:00:00Z","timestamp":1545264000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Key R&D Project of Hainan Province","award":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"],"award-info":[{"award-number":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"]}]},{"DOI":"10.13039\/501100010995","name":"State Key Laboratory of Marine Resource Utilization in South China Sea","doi-asserted-by":"publisher","award":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"],"award-info":[{"award-number":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"]}],"id":[{"id":"10.13039\/501100010995","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004761","name":"Natural Science Foundation of Hainan Province","doi-asserted-by":"publisher","award":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"],"award-info":[{"award-number":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"]}],"id":[{"id":"10.13039\/501100004761","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Hainan Province Major Science & Technology Project","award":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"],"award-info":[{"award-number":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"]}]},{"name":"Innovative Research Projects for Graduate Students of Hainan Higher Education Institutions","award":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"],"award-info":[{"award-number":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"],"award-info":[{"award-number":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"],"award-info":[{"award-number":["ZDYF2018015","2016013B","617033","ZDKJ2016015","Hyb2017-06","61462022","61561017"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Sensors"],"published-print":{"date-parts":[[2018,12,20]]},"abstract":"<jats:p>The data space collected by a wireless sensor network (WSN) is the basis of data mining and data visualization. In the process of monitoring physical quantities with large time and space correlations, incomplete acquisition strategy with data interpolation can be adopted to reduce the deployment cost. To improve the performance of data interpolation in such a scenario, we proposed a robust data interpolation based on a back propagation artificial neural network operator. In this paper, a neural network learning operator is proposed based on the strong fault tolerance of artificial neural networks. The learning operator is trained by using the historical data of the data acquisition nodes of WSN and is transferred to estimate the value of physical quantities at the locations where sensors are not deployed. The experimental results show that our proposed method yields smaller interpolation error than the traditional inverse-distance-weighted interpolation (IDWI) method.<\/jats:p>","DOI":"10.1155\/2018\/7853695","type":"journal-article","created":{"date-parts":[[2018,12,20]],"date-time":"2018-12-20T18:33:52Z","timestamp":1545330832000},"page":"1-16","source":"Crossref","is-referenced-by-count":1,"title":["A Robust Data Interpolation Based on a Back Propagation Artificial Neural Network Operator for Incomplete Acquisition in Wireless Sensor Networks"],"prefix":"10.1155","volume":"2018","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6387-785X","authenticated-orcid":true,"given":"Mingshan","family":"Xie","sequence":"first","affiliation":[{"name":"State Key Laboratory of Marine Resource Utilization in South China Sea, College of Information Science & Technology, Hainan University, Haikou 570228, China"},{"name":"College of Network, Haikou University of Economics, Haikou 571127, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5709-703X","authenticated-orcid":true,"given":"Mengxing","family":"Huang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Marine Resource Utilization in South China Sea, College of Information Science & Technology, Hainan University, Haikou 570228, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2506-5981","authenticated-orcid":true,"given":"Yong","family":"Bai","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Marine Resource Utilization in South China Sea, College of Information Science & Technology, Hainan University, Haikou 570228, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6837-9024","authenticated-orcid":true,"given":"Zhuhua","family":"Hu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Marine Resource Utilization in South China Sea, College of Information Science & Technology, Hainan University, Haikou 570228, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanfang","family":"Deng","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Marine Resource Utilization in South China Sea, College of Information Science & Technology, Hainan University, Haikou 570228, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/2943974"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/1458147"},{"year":"2010","key":"3"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1109\/jsen.2017.2778012"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.3390\/s16030289"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2009.191"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/1796728"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.3390\/s16121990"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1016\/j.cma.2011.09.001"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1002\/wcm.1139"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1109\/23.659057"},{"issue":"9","key":"15","first-page":"131","volume":"37","year":"2016","journal-title":"Journal of Communication"},{"issue":"2","key":"16","first-page":"61","volume":"2017","year":"2017","journal-title":"Journal of East China Normal University (Natural Science)"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2007.07.010"}],"container-title":["Journal of Sensors"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2018\/7853695.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2018\/7853695.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2018\/7853695.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,12,20]],"date-time":"2018-12-20T18:33:57Z","timestamp":1545330837000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/js\/2018\/7853695\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,20]]},"references-count":14,"alternative-id":["7853695","7853695"],"URL":"https:\/\/doi.org\/10.1155\/2018\/7853695","relation":{},"ISSN":["1687-725X","1687-7268"],"issn-type":[{"type":"print","value":"1687-725X"},{"type":"electronic","value":"1687-7268"}],"subject":[],"published":{"date-parts":[[2018,12,20]]}}}