{"id":2736,"date":"2024-01-22T21:17:11","date_gmt":"2024-01-22T21:17:11","guid":{"rendered":"https:\/\/lincslab.ca\/?p=2736"},"modified":"2025-07-18T13:02:38","modified_gmt":"2025-07-18T17:02:38","slug":"journal-paper-ieee-communications-surveys","status":"publish","type":"post","link":"https:\/\/lincslab.ca\/en\/journal-paper-ieee-communications-surveys\/","title":{"rendered":"Deemah\u2019s journal paper published in IEEE Communications Surveys &amp; Tutorials"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2736\" class=\"elementor elementor-2736\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5368c666 e-flex e-con-boxed e-con e-parent\" data-id=\"5368c666\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fb7a118 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"fb7a118\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"http:\/\/pmg.5e5.myftpupload.com\/wp-content\/uploads\/2024\/01\/Journal-Paper-published-in-IEEE-Communications-Surveys-Tutorials-.gif\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a71f773 elementor-widget elementor-widget-text-editor\" data-id=\"a71f773\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-block-image aligncenter size-full is-resized\"><\/figure>\n<p><!-- \/wp:image --><!-- wp:heading {\"textAlign\":\"center\"} --><\/p>\n<p><strong>Deemah Tashman<\/strong>, a member of <strong>Lincs lab<\/strong>, has her journal paper accepted and published in<em> <strong>IEEE Communications Surveys &amp; Tutorials<\/strong><\/em>. The paper titled &#8220;<strong>Advances in Machine Learning-Driven Cognitive Radio for Wireless Networks: A Survey&#8221; <\/strong>is a result of collaboration with Nada Abdel Khalek, Ph.D. candidate at Concordia University and <a href=\"https:\/\/users.encs.concordia.ca\/~hamouda\/\">Prof. Walaa Hamouda, <\/a>Ph.D., P.Eng., Tier I Canada Research Chair at Concordia University.<\/p>\n<p>\u00a0<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>This paper is a survey that provides an in-depth analysis of the integration of Machine Learning-based Cognitive Radio in a wide range of emerging wireless networks, including the Internet of Things, mobile communications (vehicular and railway), and unmanned aerial vehicle communications. By combining ML-based CR and emerging wireless networks, Intelligent, efficient, and ubiquitous wireless communication systems that satisfy spectrum-hungry applications and services of next-generation networks can be created . The key motivation for using intelligent CR in each type of wireless network is highlighted, and a full review of the existing state-of-the-art ML approaches that address pressing challenges, including energy efficiency, interference, throughput, latency, and security, is presented.<\/p>\n<p>\u00a0<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p><strong>IEEE Communications Surveys &amp; Tutorials<\/strong> is a prestigious journal published by the <strong>IEEE Communications Society<\/strong> with an Impact Factor of <strong>35.6<\/strong>. This journal is known for its comprehensive surveys, tutorials, and peer-reviewed articles covering all aspects of communication systems and networks.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>For more detail about the paper, visit <a href=\"https:\/\/ieeexplore.ieee.org\/document\/10368012\" data-type=\"link\" data-id=\"https:\/\/ieeexplore.ieee.org\/document\/10368012\">Advances in Machine Learning-Driven Cognitive Radio for Wireless Networks: A Survey<\/a><\/p>\n<p><!-- \/wp:paragraph --><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aec3d44 e-grid e-con-boxed e-con e-child\" data-id=\"aec3d44\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a4bd81 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"7a4bd81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"http:\/\/pmg.5e5.myftpupload.com\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Home<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6efb017 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"6efb017\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"http:\/\/pmg.5e5.myftpupload.com\/news\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">More News<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Deemah Tashman, a member of Lincs lab, has her journal paper accepted and published in IEEE Communications Surveys &amp; Tutorials. The paper titled &#8220;Advances in Machine Learning-Driven Cognitive Radio for Wireless Networks: A Survey&#8221; is a result of collaboration with Nada Abdel Khalek, Ph.D. candidate at Concordia University and Prof. Walaa Hamouda, Ph.D., P.Eng., Tier [&hellip;]<\/p>\n","protected":false},"author":26,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[11],"tags":[],"class_list":["post-2736","post","type-post","status-publish","format-standard","hentry","category-news"],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"LINCS-Admin","author_link":"https:\/\/lincslab.ca\/en\/author\/lincs-admin\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/lincslab.ca\/en\/category\/news\/\" rel=\"category tag\">News<\/a>","rttpg_excerpt":"Deemah Tashman, a member of Lincs lab, has her journal paper accepted and published in IEEE Communications Surveys &amp; Tutorials. The paper titled &#8220;Advances in Machine Learning-Driven Cognitive Radio for Wireless Networks: A Survey&#8221; is a result of collaboration with Nada Abdel Khalek, Ph.D. candidate at Concordia University and Prof. Walaa Hamouda, Ph.D., P.Eng., Tier&hellip;","_links":{"self":[{"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/posts\/2736","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/users\/26"}],"replies":[{"embeddable":true,"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/comments?post=2736"}],"version-history":[{"count":44,"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/posts\/2736\/revisions"}],"predecessor-version":[{"id":4099,"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/posts\/2736\/revisions\/4099"}],"wp:attachment":[{"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/media?parent=2736"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/categories?post=2736"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lincslab.ca\/en\/wp-json\/wp\/v2\/tags?post=2736"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}