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WSN automated life and work; miniaturized wireless sensor nodes enable observational measurement in regions where access by humans is difficult or periodic sensing data is necessary. Thousands of such sensor nodes are needed. However, when they are wrongly placed in an observed area, sensor node batteries may run out fast or disconnection may result, which may trigger the loss of sensing data by sensor nodes and create an enormous cost. Moreover, even though sensor nodes have the same function, there are different kinds; therefore, it is difficult to select and place optimal sensor nodes. Accordingly, this paper proposed the WS3L (wireless sensor simulator using sensor log) as a simulator aimed at the composition of a more efficient sensing infrastructure and problem analysis for Internet of Things. This WS3L utilized sensor log data for precise prediction, not merely execution depending on simulators developed earlier. This WS3L read sensor log data of the observed area from the user and provided various analysis functions to examine problems. <\/jats:p>","DOI":"10.1155\/2015\/348682","type":"journal-article","created":{"date-parts":[[2015,7,9]],"date-time":"2015-07-09T11:36:56Z","timestamp":1436441816000},"page":"348682","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":2,"title":["Multi-WSN Simulator with Log Data for Efficient Sensing on Internet of Things"],"prefix":"10.1177","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7421-1105","authenticated-orcid":false,"given":"Young-Sik","family":"Jeong","sequence":"first","affiliation":[{"name":"Department of Multimedia Engineering, Dongguk University, Seoul 100-715, Republic of Korea"}]},{"given":"Hyun-Woo","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Multimedia Engineering, Dongguk University, Seoul 100-715, Republic of Korea"}]},{"given":"Neil Y.","family":"Yen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu 965-8580, Japan"}]},{"given":"Jong Hyuk","family":"Park","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Seoul National University of Science and Technology, Seoul 139-743, Republic of Korea"}]}],"member":"179","published-online":{"date-parts":[[2015,7,9]]},"reference":[{"key":"B1-2015-348682","first-page":"442","volume-title":"Proceedings of the Korea Computer Congress (KCC \u203211)","volume":"38","author":"Joe H."},{"key":"B2-2015-348682","doi-asserted-by":"publisher","DOI":"10.3745\/JIPS.2014.10.1.036"},{"key":"B3-2015-348682","doi-asserted-by":"publisher","DOI":"10.1186\/1687-1499-2012-95"},{"key":"B4-2015-348682","doi-asserted-by":"publisher","DOI":"10.1177\/0037549711411314"},{"key":"B5-2015-348682","doi-asserted-by":"publisher","DOI":"10.1145\/1815396.1815477"},{"key":"B6-2015-348682","first-page":"698","volume-title":"Proceedings of the 38th Conference of the KIPS","volume":"19","author":"Kim H.-W."},{"first-page":"1","volume-title":"Proceedings of the International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM \u203210)","author":"Kefeng T.","key":"B7-2015-348682"},{"issue":"1","key":"B8-2015-348682","first-page":"9","volume":"5","author":"Nhat V. 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