{"id":16944,"date":"2022-04-22T11:15:06","date_gmt":"2022-04-22T11:15:06","guid":{"rendered":"https:\/\/cit.upc.edu\/?post_type=portfolio&p=16944"},"modified":"2023-07-03T09:47:21","modified_gmt":"2023-07-03T09:47:21","slug":"rodin-metodes-robustos-dinferencia-estadistica-integritat-de-les-dades-i-gestio-de-la-interferencia-en-xarxes-de-comunicacio-i-aplicacions-5g","status":"publish","type":"portfolio","link":"https:\/\/cit.upc.edu\/ca\/portfolio-item\/rodin-metodes-robustos-dinferencia-estadistica-integritat-de-les-dades-i-gestio-de-la-interferencia-en-xarxes-de-comunicacio-i-aplicacions-5g\/","title":{"rendered":"RODIN: M\u00e8todes robustos d’infer\u00e8ncia estadi\u0301stica, integritat de les dades i gestio\u0301 de la interfer\u00e8ncia en xarxes de comunicaci\u00f3 i aplicacions 5G"},"content":{"rendered":"\n

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22\/04\/2022
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Grans reptes de futur en processament de dades i connectivitat<\/h4>
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Els serveis futurs d\\’infocomunicaci\u00f3 (el que s\u2019ent\u00e9n pel disseny, producci\u00f3 i venda de productes i serveis de tecnologies de la informaci\u00f3 i de les comunicacions) hauran d\\’abordar el desafiament de processar el gran volum de dades generat en les noves xarxes de comunicaci\u00f3 (la futura Internet de tot, IoE). Per la seva part, aquestes xarxes hauran d\\’esfor\u00e7ar-se a oferir connectivitat cada vegada m\u00e9s r\u00e0pida, fiable, immediata i ubiqua.\r
El projecte RODIN, en el qual hi participa el Signal Processing and Communications Group (SPCOM)<\/a> de la Universitat Polit\u00e8cnica de Catalunya (UPC), busca donar soluci\u00f3 a dos grans reptes que dificulten la comunicaci\u00f3 i processament d\u2019aquests grans volums de dades: la gesti\u00f3 de la interfer\u00e8ncia en xarxes sense fils i el processament de la informaci\u00f3 davant amenaces sobre la integritat i la seguretat.
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\"RODIN
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Repte 1: cancel\u00b7laci\u00f3 d\u2019interfer\u00e8ncies<\/h4>
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Pel que fa a la gesti\u00f3 de la interfer\u00e8ncia, es dissenyaran sistemes de comunicacions oportunistes (r\u00e0dio cognitiva) consistents en el monitoratge dels recursos radioel\u00e8ctrics lliures i l\u2019adequaci\u00f3 de la transmissi\u00f3 en cada moment amb la finalitat d\\’evitar la interfer\u00e8ncia sobre altres usuaris de la xarxa. Tamb\u00e9, en sistemes d\\’acc\u00e9s m\u00faltiple massiu amb m\u00faltiples dispositius connectats simult\u00e0niament amb un mateix node central, s\u2019avan\u00e7ar\u00e0 en el disseny d\\’esquemes de cancel\u00b7laci\u00f3 d\\’interfer\u00e8ncia amb restriccions de lat\u00e8ncia i consum d\\’energia. En les comunicacions full-duplex (connexi\u00f3 simult\u00e0nia bidireccional en la mateixa banda), es dissenyaran esquemes de cancel\u00b7laci\u00f3 de l\\’auto-interfer\u00e8ncia en el cas de transceptors multi-antena.
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Repte 2: integritat i seguretat de les dades<\/h4>
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Pel que fa a la integritat i seguretat de la informaci\u00f3, es dissenyaran nous m\u00e8todes per detectar dades corruptes, anomalies i atacs en bases de dades de gran volum (cas de la IoT). Tamb\u00e9 es treballar\u00e0 en el desenvolupament d\\’algorismes per detectar depend\u00e8ncies ocultes en bases de dades voluminoses mitjan\u00e7ant eines d\\’an\u00e0lisi estad\u00edstic i teoria de la informaci\u00f3 com la correlaci\u00f3 i la informaci\u00f3 m\u00fatua. Per \u00faltim, es realitzar\u00e0 l\u2019estudi de mecanismes de protecci\u00f3 de les bases de dades, i dels algorismes machine learning utilitzats per processar-les, davant de possibles atacs.
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RODIN 2020 – 2023<\/h4>
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En el projecte RODIN<\/a> hi participa tamb\u00e9 el Grupo de Procesado de Se\u00f1al y Comunicaciones (GPSC) de la Universidad de Vigo, coordinador del projecte. RODIN t\u00e9 una durada de 3 anys (juny 2020 – maig 2023) i est\u00e0 finan\u00e7at pel Ministeri de Ci\u00e8ncia i Innovaci\u00f3 amb un pressupost (UPC) de 117.854 euros.
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Tecnologia<\/h5>\r
TIC<\/a>
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Telecom i desenvolupadors de software<\/a>
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Tema<\/h5>\r
Mobile Technologies<\/a>\r
Internet of Things<\/a>\r
Big Data<\/a>
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Vols saber m\u00e9s?<\/h5>
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Projectes Relacionats<\/h4>
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16944

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El projecte RODIN, en el qual participa el Signal Processing and Communications Group (SPCOM) de la Universitat Polit\u00e8cnica de Catalunya (UPC), cerca donar soluci\u00f3 a dos grans reptes que dificulten la comunicaci\u00f3 i el processament de grans volums de dades.<\/p>\n","protected":false},"author":5,"featured_media":16942,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"portfolio-types":[221,410],"class_list":["post-16944","portfolio","type-portfolio","status-publish","has-post-thumbnail","hentry","portfolio-types-tecnologias-de-las-tic-ca","portfolio-types-telecom-i-desenvolupadors-de-programari"],"yoast_head":"\nProjecte RODIN, processament de dades i connectivitat - CIT UPC<\/title>\n<meta name=\"description\" content=\"M\u00e8todes d'infer\u00e8ncia estad\u00edstica, integritat de les dades i gesti\u00f3 de la interfer\u00e8ncia en xarxes de comunicacions i aplicacions 5G.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cit.upc.edu\/ca\/portfolio-item\/rodin-metodes-robustos-dinferencia-estadistica-integritat-de-les-dades-i-gestio-de-la-interferencia-en-xarxes-de-comunicacio-i-aplicacions-5g\/\" \/>\n<meta property=\"og:locale\" content=\"ca_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Projecte RODIN, processament de dades i connectivitat - 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