{"id":24637,"date":"2025-04-08T18:30:12","date_gmt":"2025-04-08T15:30:12","guid":{"rendered":"https:\/\/uoninevah.edu.iq\/ee\/?p=24637"},"modified":"2025-04-08T18:30:13","modified_gmt":"2025-04-08T15:30:13","slug":"a-masters-thesis-at-the-university-of-nineveh-discusses-design-and-simulation-of-bi-directional-non-orthogonal-multiple-access-for-next-generation-communications","status":"publish","type":"post","link":"https:\/\/uoninevah.edu.iq\/ee\/en\/2025\/04\/08\/a-masters-thesis-at-the-university-of-nineveh-discusses-design-and-simulation-of-bi-directional-non-orthogonal-multiple-access-for-next-generation-communications\/","title":{"rendered":"A master’s thesis at the University of Nineveh discusses (Design and Simulation of Bi-Directional Non-Orthogonal Multiple Access for Next Generation Communications)"},"content":{"rendered":"\n

he thesis addressed multiple inputs and single outputs (Multiple Input Single Output) over a (Full-Duplex) channel, where the generated data was used in a ray-tracing manner to enhance the model’s performance. Feature engineering techniques were applied to the generated datasets to help the models distinguish patterns among the input datasets.<\/p>\n\n\n\n

The thesis aimed to generate robust models by training various deep learning models, controlled by a single machine learning model, to predict the optimal Power Allocation Factor, which is assigned to users of non-orthogonal multiple access.<\/p>\n\n\n\n

The discussion committee consisted of:<\/p>\n\n\n\n

    \n
  1. Prof. Dr. Sidiq Youssef Amin, Chair.<\/li>\n\n\n\n
  2. Assoc. Prof. Dr. Mahmoud Ahmed Mahmoud, Member.<\/li>\n\n\n\n
  3. Assoc. Prof. Dr. Bilal Alaa Al-Din Jaber, Member.<\/li>\n\n\n\n
  4. Assoc. Prof. Dr. Mohammed Abdul Rahman Ahmed, Member and Supervisor<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

    he thesis addressed multiple inputs and single outputs (Multiple Input Single Output) over a (Full-Duplex) channel, where the generated data was used in a ray-tracing manner to enhance the model’s […]<\/p>\n","protected":false},"author":42,"featured_media":23970,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-24637","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-activities"],"yoast_head":"\nA master's thesis at the University of Nineveh discusses (Design and Simulation of Bi-Directional Non-Orthogonal Multiple Access for Next Generation Communications) - \u0643\u0644\u064a\u0629 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0627\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0627\u062a<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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