{"id":146,"date":"2024-03-20T12:02:22","date_gmt":"2024-03-20T12:02:22","guid":{"rendered":"http:\/\/greenbeat.tu-sofia.bg\/?page_id=146"},"modified":"2024-03-20T12:48:02","modified_gmt":"2024-03-20T12:48:02","slug":"concept-and-methodology","status":"publish","type":"page","link":"https:\/\/greenbeat.tu-sofia.bg\/index.php\/concept-and-methodology\/","title":{"rendered":"Concept and Methodology"},"content":{"rendered":"<div  class=\"wp-block-ultimate-post-heading ultp-block-48462e\"><div class=\"ultp-block-wrapper\"><div class=\"ultp-heading-wrap ultp-heading-style8 ultp-heading-center\"><h2 class=\"ultp-heading-inner\"><span>Concept and Methodology<\/span><\/h2><\/div><\/div><\/div>\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>The project GREENBEAT is a pioneering initiative that leverages research, collaboration, and innovation to address key challenges in Sustainable Future Communication Networks. Focused on Connecting Intelligence and Trustworthiness as pivotal research areas, GREENBEAT aims to explore and tackle open research challenges while integrating cutting-edge technologies like Artificial Intelligence (AI) and Machine Learning (ML) into communication networks. This approach is poised to revolutionize communication by enabling ubiquitous, real-time, and trustworthy connectivity across devices with diverse requirements and capabilities. <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-uagb-image uagb-block-ac98555a wp-block-uagb-image--layout-default wp-block-uagb-image--effect-static wp-block-uagb-image--align-none\"><figure class=\"wp-block-uagb-image__figure\"><img loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/greenbeat.tu-sofia.bg\/wp-content\/uploads\/2024\/03\/Screenshot_16_transperent.png ,https:\/\/greenbeat.tu-sofia.bg\/wp-content\/uploads\/2024\/03\/Screenshot_16_transperent.png 780w, https:\/\/greenbeat.tu-sofia.bg\/wp-content\/uploads\/2024\/03\/Screenshot_16_transperent.png 360w\" sizes=\"auto, (max-width: 480px) 150px\" src=\"https:\/\/greenbeat.tu-sofia.bg\/wp-content\/uploads\/2024\/03\/Screenshot_16_transperent.png\" alt=\"figure 2\" class=\"uag-image-102\" width=\"1219\" height=\"648\" title=\"figure 2\" loading=\"lazy\"\/><\/figure><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-uagb-image uagb-block-4b7b0aae wp-block-uagb-image--layout-default wp-block-uagb-image--effect-static wp-block-uagb-image--align-none\"><figure class=\"wp-block-uagb-image__figure\"><img loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/greenbeat.tu-sofia.bg\/wp-content\/uploads\/2024\/03\/Organisation_GREENBEAT.png ,https:\/\/greenbeat.tu-sofia.bg\/wp-content\/uploads\/2024\/03\/Organisation_GREENBEAT.png 780w, https:\/\/greenbeat.tu-sofia.bg\/wp-content\/uploads\/2024\/03\/Organisation_GREENBEAT.png 360w\" sizes=\"auto, (max-width: 480px) 150px\" src=\"https:\/\/greenbeat.tu-sofia.bg\/wp-content\/uploads\/2024\/03\/Organisation_GREENBEAT.png\" alt=\"\" class=\"uag-image-148\" width=\"792\" height=\"639\" title=\"Organisation_GREENBEAT\" loading=\"lazy\"\/><\/figure><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Moreover, GREENBEAT recognizes the imperative of enhancing user experience in future networks, emphasizing sustainability and trustworthiness while meeting escalating demands for data rates and capacity. By harnessing AI solutions and exploring novel technologies such as ML-aided network operations and spectrum utilization, GREENBEAT endeavors to pave the way for economically viable and sustainable deployments of 6G networks. Furthermore, the project prioritizes the security, privacy, and ethical implications of pervasive AI functionality, aiming to develop Privacy Enhancing Technologies (PETs) and mitigate adversarial attacks on AI-based systems. Through collaborative efforts and innovative approaches, GREENBEAT seeks to not only advance research and technological capabilities but also foster a culture of inclusive collaboration and green business model innovation. These efforts are underpinned by a comprehensive management framework aimed at ensuring the smooth operation, communication, and dissemination of project activities to maximize their impact.<\/p>\n<\/div>\n<\/div>\n\n\n<div  class=\"wp-block-ultimate-post-heading ultp-block-52f0e4\"><div class=\"ultp-block-wrapper\"><div class=\"ultp-heading-wrap ultp-heading-style8 ultp-heading-center\"><h2 class=\"ultp-heading-inner\"><span>Main Goals of GREENBEAT<\/span><\/h2><\/div><\/div><\/div>\n\n\n<div class=\"wp-block-cp-timeline-content-timeline Cool-Content-Timeline\"><div class=\"cool-timeline-block-5033de09-50c1-4614-8a64-68ac32fc0259\"><style>.cool-timeline-block-5033de09-50c1-4614-8a64-68ac32fc0259 .cool-vertical-timeline-body{--ctlb-icon-color: #ffffff;--ctlb-date-font-family: Share Tech Mono;--ctlb-date-font-weight: 400;--ctlb-date-font-subset: latin;--ctlb-head-font-size: 20px;--ctlb-head-font-family: Share Tech Mono;--ctlb-head-font-weight: 400;--ctlb-head-font-subset: latin;--ctlb-sub-head-font-size: 17px;--ctlb-line-color: #537c53;--ctlb-icon-bg: #92d050;--ctlb-story-border-color: #92d050;}<\/style><div class=\"cool-vertical-timeline-body ctlb-wrapper both-sided left\"><div class=\"cool-timeline-block-list\">\n<div class=\"wp-block-cp-timeline-content-timeline-child swiper-slide\"><div class=\"timeline-content icon-true \"><div class=\"timeline-block-timeline ctl-row  position-right\"><div class=\"ctl-6 timeline-block-time\"><div class=\"story-time\"><p> Work Package 1<\/p><\/div><\/div><div class=\"timeline-block-icon\"><span class=\"timeline-block-render-icon\" style=\"fill:white\"><div class=\"iconpicker-item\" style=\"font-size:24px;color:white;padding:2px\"><svg stroke=\"currentColor\" fill=\"currentColor\" stroke-width=\"0\" viewBox=\"0 0 352 512\" height=\"1em\" width=\"1em\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M96.06 454.35c.01 6.29 1.87 12.45 5.36 17.69l17.09 25.69a31.99 31.99 0 0 0 26.64 14.28h61.71a31.99 31.99 0 0 0 26.64-14.28l17.09-25.69a31.989 31.989 0 0 0 5.36-17.69l.04-38.35H96.01l.05 38.35zM0 176c0 44.37 16.45 84.85 43.56 115.78 16.52 18.85 42.36 58.23 52.21 91.45.04.26.07.52.11.78h160.24c.04-.26.07-.51.11-.78 9.85-33.22 35.69-72.6 52.21-91.45C335.55 260.85 352 220.37 352 176 352 78.61 272.91-.3 175.45 0 73.44.31 0 82.97 0 176zm176-80c-44.11 0-80 35.89-80 80 0 8.84-7.16 16-16 16s-16-7.16-16-16c0-61.76 50.24-112 112-112 8.84 0 16 7.16 16 16s-7.16 16-16 16z\"><\/path><\/svg><\/div><\/span><\/div><div class=\"ctl-6 timeline-block-detail\"><div class=\"story-details\"><div class=\"story-content\">\n<h3 class=\"wp-block-heading ctlb-block-title\" style=\"padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px\">Advance State of the Art in the Area of Connecting Intelligence and Trustworthiness<\/h3>\n\n\n\n<p class=\"ctlb-block-desc\" style=\"padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px\">The project aims to gain practical and theoretical expertise in integrating intelligence into future wireless networks using AI\/ML technologies for improved connectivity and quality of experience. It also focuses on ensuring trustworthiness in future communication networks and applications, while fostering teamwork and individual exploration to broaden skills and knowledge.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cp-timeline-content-timeline-child swiper-slide\"><div class=\"timeline-content icon-true \"><div class=\"timeline-block-timeline ctl-row  position-left\"><div class=\"ctl-6 timeline-block-time\"><div class=\"story-time\"><p> Work Package 2<\/p><\/div><\/div><div class=\"timeline-block-icon\"><span class=\"timeline-block-render-icon\" style=\"fill:white\"><div class=\"iconpicker-item\" style=\"font-size:24px;color:white;padding:2px\"><svg stroke=\"currentColor\" fill=\"currentColor\" stroke-width=\"0\" viewBox=\"0 0 640 512\" height=\"1em\" width=\"1em\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M96 224c35.3 0 64-28.7 64-64s-28.7-64-64-64-64 28.7-64 64 28.7 64 64 64zm448 0c35.3 0 64-28.7 64-64s-28.7-64-64-64-64 28.7-64 64 28.7 64 64 64zm32 32h-64c-17.6 0-33.5 7.1-45.1 18.6 40.3 22.1 68.9 62 75.1 109.4h66c17.7 0 32-14.3 32-32v-32c0-35.3-28.7-64-64-64zm-256 0c61.9 0 112-50.1 112-112S381.9 32 320 32 208 82.1 208 144s50.1 112 112 112zm76.8 32h-8.3c-20.8 10-43.9 16-68.5 16s-47.6-6-68.5-16h-8.3C179.6 288 128 339.6 128 403.2V432c0 26.5 21.5 48 48 48h288c26.5 0 48-21.5 48-48v-28.8c0-63.6-51.6-115.2-115.2-115.2zm-223.7-13.4C161.5 263.1 145.6 256 128 256H64c-35.3 0-64 28.7-64 64v32c0 17.7 14.3 32 32 32h65.9c6.3-47.4 34.9-87.3 75.2-109.4z\"><\/path><\/svg><\/div><\/span><\/div><div class=\"ctl-6 timeline-block-detail\"><div class=\"story-details\"><div class=\"story-content\">\n<h3 class=\"wp-block-heading ctlb-block-title\" style=\"padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px\">Team Network Collaboration and Knowledge Transfer<\/h3>\n\n\n\n<p class=\"ctlb-block-desc\" style=\"padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px\">The main goal of this work package is to enhance collaborative research and spread excellence, particularly focusing on partners from widening countries, by developing training materials, organizing sessions, and implementing hands-on tasks such as collaborative proposal writing and GREENBEAT technology scouting. Additionally, it aims to share best practices and establish an experimental research lab in 6G network design at TUS.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cp-timeline-content-timeline-child swiper-slide\"><div class=\"timeline-content icon-true \"><div class=\"timeline-block-timeline ctl-row  position-right\"><div class=\"ctl-6 timeline-block-time\"><div class=\"story-time\"><p> Work Package 3<\/p><\/div><\/div><div class=\"timeline-block-icon\"><span class=\"timeline-block-render-icon\" style=\"fill:white\"><div class=\"iconpicker-item\" style=\"font-size:24px;color:white;padding:2px\"><svg stroke=\"currentColor\" fill=\"currentColor\" stroke-width=\"0\" viewBox=\"0 0 640 512\" height=\"1em\" width=\"1em\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M512.1 191l-8.2 14.3c-3 5.3-9.4 7.5-15.1 5.4-11.8-4.4-22.6-10.7-32.1-18.6-4.6-3.8-5.8-10.5-2.8-15.7l8.2-14.3c-6.9-8-12.3-17.3-15.9-27.4h-16.5c-6 0-11.2-4.3-12.2-10.3-2-12-2.1-24.6 0-37.1 1-6 6.2-10.4 12.2-10.4h16.5c3.6-10.1 9-19.4 15.9-27.4l-8.2-14.3c-3-5.2-1.9-11.9 2.8-15.7 9.5-7.9 20.4-14.2 32.1-18.6 5.7-2.1 12.1.1 15.1 5.4l8.2 14.3c10.5-1.9 21.2-1.9 31.7 0L552 6.3c3-5.3 9.4-7.5 15.1-5.4 11.8 4.4 22.6 10.7 32.1 18.6 4.6 3.8 5.8 10.5 2.8 15.7l-8.2 14.3c6.9 8 12.3 17.3 15.9 27.4h16.5c6 0 11.2 4.3 12.2 10.3 2 12 2.1 24.6 0 37.1-1 6-6.2 10.4-12.2 10.4h-16.5c-3.6 10.1-9 19.4-15.9 27.4l8.2 14.3c3 5.2 1.9 11.9-2.8 15.7-9.5 7.9-20.4 14.2-32.1 18.6-5.7 2.1-12.1-.1-15.1-5.4l-8.2-14.3c-10.4 1.9-21.2 1.9-31.7 0zm-10.5-58.8c38.5 29.6 82.4-14.3 52.8-52.8-38.5-29.7-82.4 14.3-52.8 52.8zM386.3 286.1l33.7 16.8c10.1 5.8 14.5 18.1 10.5 29.1-8.9 24.2-26.4 46.4-42.6 65.8-7.4 8.9-20.2 11.1-30.3 5.3l-29.1-16.8c-16 13.7-34.6 24.6-54.9 31.7v33.6c0 11.6-8.3 21.6-19.7 23.6-24.6 4.2-50.4 4.4-75.9 0-11.5-2-20-11.9-20-23.6V418c-20.3-7.2-38.9-18-54.9-31.7L74 403c-10 5.8-22.9 3.6-30.3-5.3-16.2-19.4-33.3-41.6-42.2-65.7-4-10.9.4-23.2 10.5-29.1l33.3-16.8c-3.9-20.9-3.9-42.4 0-63.4L12 205.8c-10.1-5.8-14.6-18.1-10.5-29 8.9-24.2 26-46.4 42.2-65.8 7.4-8.9 20.2-11.1 30.3-5.3l29.1 16.8c16-13.7 34.6-24.6 54.9-31.7V57.1c0-11.5 8.2-21.5 19.6-23.5 24.6-4.2 50.5-4.4 76-.1 11.5 2 20 11.9 20 23.6v33.6c20.3 7.2 38.9 18 54.9 31.7l29.1-16.8c10-5.8 22.9-3.6 30.3 5.3 16.2 19.4 33.2 41.6 42.1 65.8 4 10.9.1 23.2-10 29.1l-33.7 16.8c3.9 21 3.9 42.5 0 63.5zm-117.6 21.1c59.2-77-28.7-164.9-105.7-105.7-59.2 77 28.7 164.9 105.7 105.7zm243.4 182.7l-8.2 14.3c-3 5.3-9.4 7.5-15.1 5.4-11.8-4.4-22.6-10.7-32.1-18.6-4.6-3.8-5.8-10.5-2.8-15.7l8.2-14.3c-6.9-8-12.3-17.3-15.9-27.4h-16.5c-6 0-11.2-4.3-12.2-10.3-2-12-2.1-24.6 0-37.1 1-6 6.2-10.4 12.2-10.4h16.5c3.6-10.1 9-19.4 15.9-27.4l-8.2-14.3c-3-5.2-1.9-11.9 2.8-15.7 9.5-7.9 20.4-14.2 32.1-18.6 5.7-2.1 12.1.1 15.1 5.4l8.2 14.3c10.5-1.9 21.2-1.9 31.7 0l8.2-14.3c3-5.3 9.4-7.5 15.1-5.4 11.8 4.4 22.6 10.7 32.1 18.6 4.6 3.8 5.8 10.5 2.8 15.7l-8.2 14.3c6.9 8 12.3 17.3 15.9 27.4h16.5c6 0 11.2 4.3 12.2 10.3 2 12 2.1 24.6 0 37.1-1 6-6.2 10.4-12.2 10.4h-16.5c-3.6 10.1-9 19.4-15.9 27.4l8.2 14.3c3 5.2 1.9 11.9-2.8 15.7-9.5 7.9-20.4 14.2-32.1 18.6-5.7 2.1-12.1-.1-15.1-5.4l-8.2-14.3c-10.4 1.9-21.2 1.9-31.7 0zM501.6 431c38.5 29.6 82.4-14.3 52.8-52.8-38.5-29.6-82.4 14.3-52.8 52.8z\"><\/path><\/svg><\/div><\/span><\/div><div class=\"ctl-6 timeline-block-detail\"><div class=\"story-details\"><div class=\"story-content\">\n<h3 class=\"wp-block-heading ctlb-block-title\" style=\"padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px\">Scientific and Entrepreneurial Collaboration for Competitive Innovation<\/h3>\n\n\n\n<p class=\"ctlb-block-desc\" style=\"padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px\">The initiative aims to mobilize research and technological capacity at TUS by providing training and skills development to address a wide range of technological innovations and foster collaboration with local businesses. Additionally, it seeks to establish networking channels for researchers and innovators within Bulgaria and internationally, fostering collaboration and knowledge exchange within the ICT and DTI communities.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cp-timeline-content-timeline-child swiper-slide\"><div class=\"timeline-content icon-true \"><div class=\"timeline-block-timeline ctl-row  position-left\"><div class=\"ctl-6 timeline-block-time\"><div class=\"story-time\"><p> Work Package 4<\/p><\/div><\/div><div class=\"timeline-block-icon\"><span class=\"timeline-block-render-icon\" style=\"fill:white\"><div class=\"iconpicker-item\" style=\"font-size:24px;color:white;padding:2px\"><svg stroke=\"currentColor\" fill=\"currentColor\" stroke-width=\"0\" viewBox=\"0 0 496 512\" height=\"1em\" width=\"1em\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M336.5 160C322 70.7 287.8 8 248 8s-74 62.7-88.5 152h177zM152 256c0 22.2 1.2 43.5 3.3 64h185.3c2.1-20.5 3.3-41.8 3.3-64s-1.2-43.5-3.3-64H155.3c-2.1 20.5-3.3 41.8-3.3 64zm324.7-96c-28.6-67.9-86.5-120.4-158-141.6 24.4 33.8 41.2 84.7 50 141.6h108zM177.2 18.4C105.8 39.6 47.8 92.1 19.3 160h108c8.7-56.9 25.5-107.8 49.9-141.6zM487.4 192H372.7c2.1 21 3.3 42.5 3.3 64s-1.2 43-3.3 64h114.6c5.5-20.5 8.6-41.8 8.6-64s-3.1-43.5-8.5-64zM120 256c0-21.5 1.2-43 3.3-64H8.6C3.2 212.5 0 233.8 0 256s3.2 43.5 8.6 64h114.6c-2-21-3.2-42.5-3.2-64zm39.5 96c14.5 89.3 48.7 152 88.5 152s74-62.7 88.5-152h-177zm159.3 141.6c71.4-21.2 129.4-73.7 158-141.6h-108c-8.8 56.9-25.6 107.8-50 141.6zM19.3 352c28.6 67.9 86.5 120.4 158 141.6-24.4-33.8-41.2-84.7-50-141.6h-108z\"><\/path><\/svg><\/div><\/span><\/div><div class=\"ctl-6 timeline-block-detail\"><div class=\"story-details\"><div class=\"story-content\">\n<h3 class=\"wp-block-heading ctlb-block-title\" style=\"padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px\">Communication, Dissemination and Exploitation<\/h3>\n\n\n\n<p class=\"ctlb-block-desc\" style=\"padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px\">The main objective is to facilitate the coordinated promotion and dissemination of research outputs, including disseminating research and innovation findings, methodologies, and tools to enhance research capacity in project key areas. This involves sharing experiences, best practices, and transfer methodologies, engaging relevant media for project communication, fostering exploitation of results through links with stakeholders and businesses, and ensuring data management compliance with GDPR policy and open access principles.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cp-timeline-content-timeline-child swiper-slide\"><div class=\"timeline-content icon-true \"><div class=\"timeline-block-timeline ctl-row  position-right\"><div class=\"ctl-6 timeline-block-time\"><div class=\"story-time\"><p> Work Package 5<\/p><\/div><\/div><div class=\"timeline-block-icon\"><span class=\"timeline-block-render-icon\" style=\"fill:white\"><div class=\"iconpicker-item\" style=\"font-size:24px;color:white;padding:2px\"><svg stroke=\"currentColor\" fill=\"currentColor\" stroke-width=\"0\" viewBox=\"0 0 448 512\" height=\"1em\" width=\"1em\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M400 64h-48V12c0-6.627-5.373-12-12-12h-40c-6.627 0-12 5.373-12 12v52H160V12c0-6.627-5.373-12-12-12h-40c-6.627 0-12 5.373-12 12v52H48C21.49 64 0 85.49 0 112v352c0 26.51 21.49 48 48 48h352c26.51 0 48-21.49 48-48V112c0-26.51-21.49-48-48-48zm-6 400H54a6 6 0 0 1-6-6V160h352v298a6 6 0 0 1-6 6zm-52.849-200.65L198.842 404.519c-4.705 4.667-12.303 4.637-16.971-.068l-75.091-75.699c-4.667-4.705-4.637-12.303.068-16.971l22.719-22.536c4.705-4.667 12.303-4.637 16.97.069l44.104 44.461 111.072-110.181c4.705-4.667 12.303-4.637 16.971.068l22.536 22.718c4.667 4.705 4.636 12.303-.069 16.97z\"><\/path><\/svg><\/div><\/span><\/div><div class=\"ctl-6 timeline-block-detail\"><div class=\"story-details\"><div class=\"story-content\">\n<h3 class=\"wp-block-heading ctlb-block-title\" style=\"padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px\">Project Management<\/h3>\n\n\n\n<p class=\"ctlb-block-desc\" style=\"padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px\">This work package focuses on the administrative, technical, and quality assurance management, as well as overall coordination of the project, aiming for successful completion of project goals within set timelines and budgets. Tasks include organizing meetings, reporting, facilitating communication, financial management, and interfacing with the EC through the Project Coordinator (PC), supported by the Technical Manager and Project Management Team (PMT). Close coordination with all partners ensures effective project management and strong involvement in WP 1 activities.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The project GREENBEAT is a pioneering initiative that leverages research, collaboration, and innovation to address key challenges in Sustainable Future 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