{"id":17768,"date":"2022-05-04T08:02:06","date_gmt":"2022-05-04T08:02:06","guid":{"rendered":"https:\/\/cit.upc.edu\/portfolio-item\/tecnicas-de-localizacion-colaborativas-integracion-en-los-sistemas-de-optimizacion-de-red-y-aplicacion-en-entornos-iot\/"},"modified":"2023-07-03T10:09:53","modified_gmt":"2023-07-03T10:09:53","slug":"tecniques-de-localitzacio-collaboratives-integracio-en-els-sistemes-optimitzacio-de-xarxa-i-aplicacio-en-entorns-iot","status":"publish","type":"portfolio","link":"https:\/\/cit.upc.edu\/ca\/portfolio-item\/tecniques-de-localitzacio-collaboratives-integracio-en-els-sistemes-optimitzacio-de-xarxa-i-aplicacio-en-entorns-iot\/","title":{"rendered":"T\u00e8cniques de localitzaci\u00f3 col\u00b7laboratives: integraci\u00f3 en els sistemes d&#8217;optimitzaci\u00f3 de xarxa i aplicaci\u00f3 en entorns IoT"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">04\/05\/2022<br>Project Header<br>right<br>right<br>no-repeat;left top;;<br>auto<br>20px<br><br>Les \u00faltimes previsions sobre l\\&#8217;augment de dispositius connectats (paradigma de l\u2019IoT) i el tr\u00e0nsit intercanviat entre aquests, fan patent la necessitat d\\&#8217;optimitzar els recursos disponibles en les xarxes sense fils. Amb l\\&#8217;objectiu de resoldre aquesta manca sorgeix el projecte <a target=\"_blank\" target=\"_blank\" href=\"https:\/\/grxca.upc.edu\/en\/research\/research-projects\/all-research-projects\/spanish-government\/TELCO4IOT\">TELCO4IOT<\/a>, liderat pel <a target=\"_blank\" target=\"_blank\" href=\"https:\/\/grxca.upc.edu\/en\">Grup de Recerca en Xarxes de Comunicaci\u00f3 Cel\u00b7lulars i Ad hoc (GRXCA)<\/a> de la <a target=\"_blank\" target=\"_blank\" href=\"https:\/\/www.upc.edu\/es?set_language=es\">Universitat Polit\u00e8cnica de Catalunya<\/a>.<br>Main Text<br>no-repeat;left top;;<br>auto<br><br><h4>La ubicaci\u00f3 dels dispositius m\u00f2bils com a dada essencial<\/h4><br>Project Header<br>no-repeat;left top;;<br>auto<br>20px<br><br>La major part de dispositius de xarxa s\u00f3n capaces d\\&#8217;obtenir la seva posici\u00f3, per\u00f2 habitualment aquest proc\u00e9s suposa un esfor\u00e7 considerable en termes energ\u00e8tics i de tr\u00e0nsit en la xarxa. A m\u00e9s, cal tenir present que aquesta informaci\u00f3 requereix d\\&#8217;una actualitzaci\u00f3 constant per a tot dispositiu connectat a la xarxa, la qual cosa no fa sin\u00f3 incrementar encara m\u00e9s el consum, tant en termes energ\u00e8tics com de capacitat disponible.\r<br>La tend\u00e8ncia actual de diversificar i densificar les xarxes d\\&#8217;acc\u00e9s, per a aix\u00ed absorbir el creixement del tr\u00e0nsit previst, obre un conjunt ampli de possibilitats des del punt de vista del geoposicionament (millora de la precisi\u00f3, reducci\u00f3 de la lat\u00e8ncia, millora en la robustesa del sistema, entre altres avantatges), per\u00f2 al seu torn, genera tamb\u00e9 una redund\u00e0ncia que comporta de manera intr\u00ednseca dos grans reptes:\r<br>\tLa gesti\u00f3 d\\&#8217;una quantitat ingent de dades tant en els dispositius d\\&#8217;usuari com en els equips de xarxa.\r<br>\tLa gesti\u00f3 dels recursos de la infraestructura de xarxa de manera eficient i flexible, amb la finalitat de minimitzar l\\&#8217;impacte ocasionat pel malbaratament energ\u00e8tic i les emissions de CO\u2082.\r<br><br>Main Text<br>no-repeat;left top;;<br>auto<br><br><h4>Desafiaments i potencialitat, les paraules clau de TELCO4IOT<\/h4><br>Project Header<br>no-repeat;left top;;<br>auto<br>20px<br><br>El projecte constitueix un repte important i est\u00e0 emmarcat en un \u00e0mbit que encara no ha estat explorat, per tant, ofereix un enorme potencial en el terreny de la recerca.\r<br>En primer lloc, aquest projecte planteja el disseny d\\&#8217;algorismes de posicionament col\u00b7laboratius per a dispositius m\u00f2bils que permetran maximitzar la qualitat del servei, minimitzar el consum energ\u00e8tic i maximitzar l\\&#8217;escalabilitat del sistema de localitzaci\u00f3 en entorns on la recepci\u00f3 del senyal GPS no \u00e9s favorable.\r<br>En aquest sentit, el grup de recerca es troba davant un escenari complex, ja que cadascun dels objectius assolibles va en detriment d\\&#8217;un altre. Per exemple, maximitzar la precisi\u00f3 suposa augmentar el consum energ\u00e8tic del dispositiu i, amb freq\u00fc\u00e8ncia, limitar l\\&#8217;escalabilitat del sistema.\r<br>En segon lloc, es pret\u00e9n fer \u00fas del concepte de middleware de localitzaci\u00f3 per a fer front al posicionament massiu i constant de dispositius IoT, a la gesti\u00f3 de les dades i a la seva accessibilitat des d\\&#8217;internet (Internet of Data). Per a aix\u00f2 s\\&#8217;aplicaran algorismes de machine learning i de data mining que permetran estimar les posicions presents i futures dels diferents nodes de xarxa, generar nou coneixement social-econ\u00f2mic i identificar patrons de mobilitat.\r<br>En tercer lloc, tamb\u00e9 es contempla emprar la ubicaci\u00f3 dels nodes IoT per a estudiar una soluci\u00f3 de geocasting que combini m\u00ednima lat\u00e8ncia en el lliurament de les dades, robustesa davant canvis en la topologia de la xarxa, baixa taxa d\\&#8217;error i m\u00ednim consum d\\&#8217;energia.\r<br>Finalment, les solucions proposades s\\&#8217;implementaran en equips reals i es prepararan escenaris de prova en els quals testar, avaluar i validar les solucions presentades en el projecte.<br>Main Text<br>no-repeat;left top;;<br>auto<br><br><br><img decoding=\"async\" src=\"https:\/\/cit.upc.edu\/wp-content\/uploads\/2022\/05\/geolocalizacion-TELCO4IOT.jpg\" alt=\"geolocalizacion-TELCO4IOT\" \/><br>large<br>center<br><br><br><h4>Projecte amb suport estatal 2019 &#8211; 2022<\/h4><br>Project Header<br>no-repeat;left top;;<br>auto<br>20px<br><br>Gr\u00e0cies al Programa Estatal de Generaci\u00f3 de Coneixement i Enfortiment Cient\u00edfic i Tecnol\u00f2gic del Sistema d\\&#8217;I+D+i del Ministerio de Ciencia e Innovaci\u00f3n el grup de recerca GRXCA, centrat en l\\&#8217;\u00e0mbit de la planificaci\u00f3 de recursos en xarxes sense fils cel\u00b7lulars i ad hoc, compta amb un finan\u00e7ament de 55.660 EUR.\r<br>Actualment el grup es troba en la recta final del projecte, que finalitzar\u00e0 el 30 de setembre d\\&#8217;aquest 2022.<br>Main Text<br>no-repeat;left top;;<br>auto<br><br><h5>Tecnolog\u00eda<\/h5>\r<br><a target=\"_blank\" target=\"_blank\" href=\"\/es\/tic\/\">TIC<\/a><br>Tecnolog\u00eda<br>no-repeat;left top;;<br>auto<br>0px<br><br>25<br><br><h5>Sector<\/h5>\r<br><a target=\"_blank\" target=\"_blank\" href=\"\/es\/telecom-y-desarrolladores-de-software\/\">Telecom y desarolladores software<\/a><br>Sector<br>no-repeat;left top;;<br>auto<br>0px<br><br>25<br><br><h5>Tema<\/h5>\r<br><a target=\"_blank\" target=\"_blank\" href=\"\/es\/mobile-technologies\/\">Mobile Technologies<\/a>\r<br><a target=\"_blank\" target=\"_blank\" href=\"\/ca\/internet-of-things-2\/\">Internet of Things<\/a>\r<br><a target=\"_blank\" target=\"_blank\" href=\"\/ca\/big-data\/\">Big Data<\/a><br>Tema<br>no-repeat;left top;;<br>auto<br>30px<br><br>40<br><br><h5>Vols saber m\u00e9s?<\/h5><br>Contact Button<br>no-repeat;left top;;<br>auto<br>0px<br><br><hr class=\"no_line\" style=\"margin: 0 auto 0px auto\"\/>\n\r<br><a class=\"button  button_size_2\" href=\"\"         title=\"\"><span class=\"button_label\">Button<\/span><\/a>\n\r<br>\r<br><hr class=\"no_line\" style=\"margin: 0 auto 0px auto\"\/>\n\r<br><a class=\"button  button_size_2\" href=\"\"         title=\"\"><span class=\"button_label\">Button<\/span><\/a>\n<br>no-repeat;left top;;<br>auto<br><br>50<br><br><h4>Proyectos Relacionados<\/h4><br>Proyectos Relacionados<br>no-repeat;left top;;<br>auto<br><br>4<br>grid<br>4<br>tecnologias-de-las-tic-ca<br>date<br>DESC<br>17768<br><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Con el objetivo de optimizar los recursos disponibles en las redes inal\u00e1mbricas surge el proyecto TELCO4IOT, liderado por el Grupo de Investigaci\u00f3n en Redes de Comunicaci\u00f3n Celulares y Ad hoc (GRXCA) de la Universitat Polit\u00e8cnica de Catalunya.<\/p>\n","protected":false},"author":5,"featured_media":17306,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"portfolio-types":[914,907,910,908,221,410],"class_list":["post-17768","portfolio","type-portfolio","status-publish","has-post-thumbnail","hentry","portfolio-types-bd-ca","portfolio-types-iot-ca","portfolio-types-mobile-ca","portfolio-types-sc-ca","portfolio-types-tecnologias-de-las-tic-ca","portfolio-types-telecom-i-desenvolupadors-de-programari"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - 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