{"id":20,"date":"2021-05-21T17:59:45","date_gmt":"2021-05-21T17:59:45","guid":{"rendered":"https:\/\/nuspectrum.wpengine.com\/?page_id=20"},"modified":"2021-05-22T12:41:06","modified_gmt":"2021-05-22T16:41:06","slug":"programming-the-spectrum","status":"publish","type":"page","link":"https:\/\/spectrum.northeastern.edu\/?page_id=20","title":{"rendered":"Programming the Spectrum"},"content":{"rendered":"\t\t
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<\/h1>\n

Programming the Spectrum<\/strong><\/h2>\n

\u00a0<\/p>\n

Leads: <\/strong>K. Chowdhury, S. Shakkottai<\/h6>\n
Thrust contributors:<\/strong> S. Basagni, J-F. Chamberland, I. Guvenc, S. Ioannidis, P.R. Kumar, T.\u00a0Melodia, F. Restuccia, Sa.\u00a0Shakkottai,\u00a0M. Sichitiu, E. Yeh<\/h6>\n

Foundations of AI\/ML Algorithms:<\/strong> Integrating AI\/ML technologies progressively into spectrum sensing\/access\/protection techniques<\/p>\n

Spectrum Information Sharing & Relaying:<\/strong> \u00a0Theory and processes for spectrum information gathering, storage and usage predication<\/p>\n

Softwarization & Platforms:<\/strong> Platform and modules for flexible, open-source end-to-end softwarization to build heterogeneous active and passive applications on experimentation platforms<\/p>\n

\u00a0<\/div>\n

Three fundamental roadmaps<\/h3>\n

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\u00a0<\/h3>\n

Expected High-Impact Outcomes<\/h3>\n
    \n
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    NG-Spectrum Server<\/strong><\/p>\n

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      Dynamically perform spectrum reservations and provide intermediate reasoning steps within 400 MHz-300 GHz<\/p>\n<\/li>\n

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      Address long-standing needs of passive users, federal users and existing incumbents<\/p>\n<\/li>\n

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      Incorporate major outcomes from Thrusts 1 and 3, and work with major players in the field\u00a0<\/p>\n<\/li>\n<\/ul>\n<\/li>\n

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      Open-source \u2018drag & drop\u2019 AI\/ML blocks for application synthesis<\/strong><\/p>\n

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        Provide agreed-upon \u2018hooks\u2019 that will allow easy \u2018drag-and-drop\u2019 AI\/ML modules relevant to a variety of active and passive application domains<\/p>\n<\/li>\n

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        Standardized APIs and general agreement on accessible features to enable integration within open-source frameworks<\/p>\n<\/li>\n

      • \n

        CASPER, Open Air Interface Software Alliance (OSA) and NVIDIA<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

        Programming the Spectrum \u00a0 Leads: K. Chowdhury, S. Shakkottai Thrust contributors: S. Basagni, J-F. Chamberland, I. Guvenc, S. Ioannidis, P.R. Kumar, T.\u00a0Melodia, F. Restuccia, Sa.\u00a0Shakkottai,\u00a0M. Sichitiu, E. Yeh Foundations of AI\/ML Algorithms: Integrating AI\/ML technologies progressively into spectrum sensing\/access\/protection techniques Spectrum Information Sharing & Relaying: \u00a0Theory and processes for spectrum…<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-20","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/spectrum.northeastern.edu\/index.php?rest_route=\/wp\/v2\/pages\/20","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/spectrum.northeastern.edu\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/spectrum.northeastern.edu\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/spectrum.northeastern.edu\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/spectrum.northeastern.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=20"}],"version-history":[{"count":0,"href":"https:\/\/spectrum.northeastern.edu\/index.php?rest_route=\/wp\/v2\/pages\/20\/revisions"}],"wp:attachment":[{"href":"https:\/\/spectrum.northeastern.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=20"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}