{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T12:42:54Z","timestamp":1740141774829,"version":"3.37.3"},"reference-count":11,"publisher":"SAGE Publications","issue":"3","license":[{"start":{"date-parts":[[2015,3,1]],"date-time":"2015-03-01T00:00:00Z","timestamp":1425168000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["2013R1A1A2059741"],"award-info":[{"award-number":["2013R1A1A2059741"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Distributed Sensor Networks"],"published-print":{"date-parts":[[2015,3,1]]},"abstract":"<jats:p> The coexistence problem occurs when a single wireless body area network (WBAN) is located within a multiple-WBAN environment. This causes WBANs to suffer from severe channel interference that degrades the communication performance of each WBAN. Since a WBAN handles vital signs that affect human life, the detection or prediction of coexistence condition is needed to guarantee reliable communication for each sensor node of a WBAN. Therefore, this paper presents a learning-based algorithm to efficiently predict the coexistence condition in a multiple-WBAN environment. The proposed algorithm jointly applies PRR and SINR, which are commonly used in wireless communication as a way to measure the quality of wireless connections. Our extensive simulation study using Castalia 3.2 simulator based on the OMNet++ platform shows that the proposed algorithm provides more reliable and accurate prediction than existing methods for detecting the coexistence problem in a multiple-WBAN environment. <\/jats:p>","DOI":"10.1155\/2015\/386842","type":"journal-article","created":{"date-parts":[[2015,3,16]],"date-time":"2015-03-16T21:05:27Z","timestamp":1426539927000},"page":"386842","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":7,"title":["A Prediction Algorithm for Coexistence Problem in Multiple-WBAN Environment"],"prefix":"10.1177","volume":"11","author":[{"given":"Zilong","family":"Jin","sequence":"first","affiliation":[{"name":"Department of Computer Engineering, Kyung Hee University, Yongin 446-701, Republic of Korea"}]},{"given":"Yoonjeong","family":"Han","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Kyung Hee University, Yongin 446-701, Republic of Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1661-4923","authenticated-orcid":false,"given":"Jinsung","family":"Cho","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Kyung Hee University, Yongin 446-701, Republic of Korea"}]},{"given":"Ben","family":"Lee","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR 97331, USA"}]}],"member":"179","published-online":{"date-parts":[[2015,3,16]]},"reference":[{"doi-asserted-by":"publisher","key":"B5-2015-386842","DOI":"10.1109\/crowncom.2007.4549783"},{"doi-asserted-by":"publisher","key":"B6-2015-386842","DOI":"10.1109\/pimrc.2011.6139664"},{"doi-asserted-by":"publisher","key":"B9-2015-386842","DOI":"10.1109\/icnp.2010.5762754"},{"doi-asserted-by":"publisher","key":"B10-2015-386842","DOI":"10.1109\/icdcs.2011.47"},{"doi-asserted-by":"publisher","key":"B11-2015-386842","DOI":"10.1109\/wcnc.2010.5506368"},{"volume-title":"Machine Learning An Algorithmic Perspective","year":"2009","author":"Marsland S.","key":"B12-2015-386842"},{"key":"B2-2015-386842","first-page":"2464","volume":"2012","author":"Deylami M.","year":"2012","journal-title":"Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '12)"},{"doi-asserted-by":"publisher","key":"B3-2015-386842","DOI":"10.1109\/vetecs.2011.5956462"},{"doi-asserted-by":"publisher","key":"B4-2015-386842","DOI":"10.1109\/TEMC.2007.908262"},{"doi-asserted-by":"publisher","key":"B7-2015-386842","DOI":"10.1109\/VETECF.2005.1559004"},{"volume-title":"Proceedings of the IEEE 63rd Vehicular Technology Conference (VTC '06)","author":"Yoon D. 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