https://scholars.lib.ntu.edu.tw/handle/123456789/413215
DC 欄位 | 值 | 語言 |
---|---|---|
dc.contributor.author | Zhang H. | en_US |
dc.contributor.author | Liu J. | en_US |
dc.contributor.author | AI-CHUN PANG | en_US |
dc.contributor.author | Li, Rong | en_US |
dc.creator | Li R.;Pang A.-C.;Liu J.;Zhang H. | - |
dc.date.accessioned | 2019-07-11T00:31:03Z | - |
dc.date.available | 2019-07-11T00:31:03Z | - |
dc.date.issued | 2016 | - |
dc.identifier.isbn | 9781509013289 | - |
dc.identifier.uri | https://scholars.lib.ntu.edu.tw/handle/123456789/413215 | - |
dc.description.abstract | Due to limited resource, noise and unreliable link, data loss and sensor faults are common in medical body sensor networks (BSN). Most available works used data reconstruction to improve data quality in traditional wireless sensor networks (WSN). However, existing data reconstruction schemes using redundant information of WSN can not provide a satisfactory accuracy for BSN. In light of this, a Bayesian network based data reconstruction scheme is formalized in this paper, which rebuilds data using conditional probabilities of body sensor readings to recover missing data and sensor faults, rather than the redundant information collected from a large number of sensors. Experiments on extensive online data set show that the performance of our scheme outperforms all available data reconstruction schemes. ? 2016 IEEE. | - |
dc.language | English | - |
dc.relation.ispartof | 2016 IEEE Global Communications Conference | - |
dc.subject | Bayesian methods | - |
dc.subject | Body sensor networks | - |
dc.subject | Data loss | - |
dc.subject | Data reconstruction | - |
dc.subject | Fault detection | - |
dc.title | A data reconstruction model addressing loss and faults in medical body sensor networks | en_US |
dc.type | conference paper | en |
dc.identifier.doi | 10.1109/GLOCOM.2016.7841491 | - |
dc.identifier.scopus | 2-s2.0-85015367512 | - |
dc.identifier.url | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85015367512&doi=10.1109%2fGLOCOM.2016.7841491&partnerID=40&md5=eb2acb1f8404f207cbfd08d48e25cbad | - |
item.fulltext | no fulltext | - |
item.cerifentitytype | Publications | - |
item.openairetype | conference paper | - |
item.openairecristype | http://purl.org/coar/resource_type/c_5794 | - |
item.grantfulltext | none | - |
crisitem.author.dept | Computer Science and Information Engineering | - |
crisitem.author.dept | Networking and Multimedia | - |
crisitem.author.dept | Communication Engineering | - |
crisitem.author.orcid | 0000-0002-8275-2366 | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
顯示於: | 資訊工程學系 |
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