https://m2.mtmt.hu/ hun 2026-03-17 07:18 BookChapter 31914732 ADMIN_APPROVED true Funding Agency and Grant Number: Ericsson -BME 5G joint research and cooperation projectEricsson; National Research, Development and Innovation Office, HungaryNational Research, Development & Innovation Office (NRDIO) - Hungary [2018-1.3.1VKE-2018-00005] Funding text: This work has been supported by the Ericsson -BME 5G joint research and cooperation project, partly funded by the National Research, Development and Innovation Office, Hungary, project number 2018-1.3.1VKE-2018-00005. 0 false 2025-12-30T21:04:04.926+0000 2022-04-06T14:26:43.650+0000 2021-03-12T22:28:10.326+0000 true 10030436 Simon Csaba /api/author/10030436 Author true 10030436 2024-05-06T10:51:26.574+0000 2024-05-06T10:51:26.574+0000 2022-04-06T14:26:43.658+0000 true 10072271 Andódy Katalin /api/admin/10072271 Admin true true false true 25 25 /api/publicationtype/25 PublicationType 2 true 25 BookChapter true 10000312 Conference paper true 25 25 /api/publicationtype/25 PublicationType 2 true 25 BookChapter /api/subtype/10000312 Konferenciaközlemény SubType 228 true 10000312 true 1 /api/category/1 Category true 1 Nagy, Kristof Internet of Birds (IoB): Song Based Bird Sensing via Machine Learning in the Cloud : How to sense, identify, classify birds based on their songs? 9278714 9278714 4 2020 How to sense a bird? How to recognize, identify, classify birds? When to involve a "virtual" bird of prey to protect agricultural goods from real birds (game damage)? A machine learning / deep learning (ML/DL), two-level cloud-based sensor network has been implemented to protect agricultural goods from certain bird attacks or attacks by other animals with specific sounds/songs/noises. The background noise will be neglected via the teaching process. The accuracy (lower ratio of both false negative and false positive cases) will be drastically decreased via our two phase network agile - solution. In the first phase, the sensor module placed in the field decides whether there is any likelihood of a critical bird being there, or there is certainty about no bird being around the sensor. This phase relies on a rather simple pre-filtering that is compatible with the limited resources of the sensor module. Then, if there is a certain likelihood of the sought bird, the song - or at least some sound snippets of it - is sent via a radio link, a gateway, and the Internet to a cloud based software unit that performs ML based reliable recognition. This is the second, much more accurate, much more reliable, however, much more computationally intense phase. 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true true Keyword 2595949 /api/keyword/2595949 true true Keyword 2595950 /api/keyword/2595950 true true /api/publication/31914732 <div class="BookChapter Publication long-list"> <div class="authors"> <img title="Forrásközlemény" style="float: left" src="/frontend/resources/grid/publication-core-icon.png"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" >Nagy Kristof </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10000211"><a href="/gui2/?type=authors&mode=browse&sel=10000211" target="_blank">Cinkler Tibor (<span class="authorship-author-name">Cinkler Tibor</span> <span class="authorAux-mtmt"> Távközlés</span>) </a> </span> <span class="author-affil"><span title="Budapesti Műszaki és Gazdaságtudományi Egyetem">BME</span>/<span title="Villamosmérnöki és Informatikai Kar">VIK</span>/Távközlési és Médiainformatikai Tanszék</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10030436"><a href="/gui2/?type=authors&mode=browse&sel=10030436" target="_blank">Simon Csaba (<span class="authorship-author-name">Simon Csaba</span> <span class="authorAux-mtmt"> Informatikai tudományok</span>) </a> </span> <span class="author-affil"><span title="Budapesti Műszaki és Gazdaságtudományi Egyetem">BME</span>/<span title="Villamosmérnöki és Informatikai Kar">VIK</span>/Távközlési és Médiainformatikai Tanszék</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10000693"><a href="/gui2/?type=authors&mode=browse&sel=10000693" target="_blank">Vida Rolland (<span class="authorship-author-name">Vida Rolland</span> <span class="authorAux-mtmt"> Számítógép hálózatok</span>) </a> </span> <span class="author-affil"><span title="Budapesti Műszaki és Gazdaságtudományi Egyetem">BME</span>/<span title="Villamosmérnöki és Informatikai Kar">VIK</span>/Távközlési és Médiainformatikai Tanszék</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;31914732" target="_blank">Internet of Birds (IoB): Song Based Bird Sensing via Machine Learning in the Cloud : How to sense, identify, classify birds based on their songs?</a></div> <div class="InBook"><div class="chapter-in">In:</div> <div class="authors"> <div class="autype autype-1"> <span class="author-affil">IEEE</span> (szerk.) </div> </div> <div class="booktitle"><a href="/gui2/?mode=browse&params=publication;31848912" target="_blank">2020 IEEE Sensors, SENSORS 2020 </a></div> <div class="conference"> Konferencia helye, ideje: <span class="location">Online konferencia, Nemzetközi <span class="conference-date">2020.10.25. - 2020.10.28.</span> </div> <span class="publishedAt">Piscataway (NJ): <span class="publishers">Institute of Electrical and Electronics Engineers (IEEE)</span>, <span class="page"> Paper 9278714. 4 p. </span> <span class="year">(2020)</span> ( <span class="seriesTitle">Proceedings - IEEE Sensors</span> <span class="issn">1930-0395</span> <span class="seriesVolume">; 2020-October</span>) </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="10.1109/SENSORS47125.2020.9278714" target="_blank" href="https://doi.org/10.1109/SENSORS47125.2020.9278714"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="000646236300142" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/000646236300142"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85098698060" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85098698060"> Scopus </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:black" title="https://ieeexplore.ieee.org/document/9278714/" target="_blank" href="https://ieeexplore.ieee.org/document/9278714/"> Egyéb URL </a> </span> </span> <span class="bookchapter-ids">Befoglaló link(ek):</span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="10.1109/SENSORS47125.2020" target="_blank" href="https://doi.org/10.1109/SENSORS47125.2020"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:blue" title="9781728168012" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9781728168012"> 9781728168012 </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:blue" title="1728168015" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A1728168015"> 1728168015 </a> </span> </span> <div class="publication-citation" style="margin-left: 0.5cm;"> <span title="Nyilvános idézőközlemények összesen, említések nélkül" class="citingPub-count">Nyilvános idéző összesen: 11</span> | Független: 10 | Függő: 1 | Nem jelölt: 0 | WoS jelölt: 10 | Scopus jelölt:&nbsp;6 | WoS/Scopus jelölt:&nbsp;10 | DOI jelölt:&nbsp;10 </div> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;31914732&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 4 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 31914732</span> | <span class="status-data status-ADMIN_APPROVED"> Admin láttamozott </span> <span class="long-book-mtid">Befoglaló: 31848912</span> Forrás Idéző | <span class="type-subtype">Könyvrészlet ( Konferenciaközlemény ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">kézi felvitel</span> </div> <div class="lastModified">Utolsó módosítás: 2022.04.06. 16:26 Andódy Katalin (BME admin4) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Megjegyzés</u>: Funding Agency and Grant Number: Ericsson -BME 5G joint research and cooperation projectEricsson; National Research, Development and Innovation Office, HungaryNational Research, Development & Innovation Office (NRDIO) - Hungary [2018-1.3.1VKE-2018-00005] Funding text: This work has been supported by the Ericsson -BME 5G joint research and cooperation project, partly funded by the Na...</pre> </div> </div>