{"id":1367,"date":"2021-11-21T15:12:46","date_gmt":"2021-11-21T15:12:46","guid":{"rendered":"https:\/\/lincslab.ca\/home-2\/"},"modified":"2026-04-24T21:50:29","modified_gmt":"2026-04-25T01:50:29","slug":"home-2","status":"publish","type":"page","link":"https:\/\/lincslab.ca\/en\/","title":{"rendered":"Home"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1367\" class=\"elementor elementor-1367\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ca7541c elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"ca7541c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8cd0647\" data-id=\"8cd0647\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7e707a4 elementor-widget elementor-widget-image\" data-id=\"7e707a4\" 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\" width=\"300\" height=\"109\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/09\/White-logo-no-background-e1693974504516-300x109.png\" class=\"attachment-medium size-medium wp-image-2382\" alt=\"\" srcset=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/09\/White-logo-no-background-e1693974504516-300x109.png 300w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/09\/White-logo-no-background-e1693974504516-1024x374.png 1024w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/09\/White-logo-no-background-e1693974504516-768x280.png 768w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/09\/White-logo-no-background-e1693974504516-1536x560.png 1536w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/09\/White-logo-no-background-e1693974504516-2048x747.png 2048w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/09\/White-logo-no-background-e1693974504516-18x7.png 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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-821f406 elementor-widget elementor-widget-heading\" data-id=\"821f406\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-medium\">Connecting Intelligence Sustainably<\/h2>\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<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-c1376b5 e-flex e-con-boxed e-con e-parent\" data-id=\"c1376b5\" 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-7d88b03 elementor-widget elementor-widget-spacer\" data-id=\"7d88b03\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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-24a6c6f e-grid e-con-boxed e-con e-parent\" data-id=\"24a6c6f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-01d6612 e-con-full e-flex e-con e-child\" data-id=\"01d6612\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f0dbbd1 section-title-style-style4 elementor-widget elementor-widget-tpg-section-title\" data-id=\"f0dbbd1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tpg-section-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"rt-container-fluid rt-tpg-container tpg-el-main-wrapper clearfix  section-title-style-style4\">\n\t\t\t<div class='tpg-header-wrapper'>\n        <div class=\"tpg-widget-heading-wrapper rt-clear heading-style4 \">\n            <span class=\"tpg-widget-heading-line line-left\"><\/span>\n            <h2 class='tpg-widget-heading'>\n            \n                                    <span>\n\t\t\t\t\t\tAbout Lincs Lab\t\t\t\t\t<\/span>\n                    \n                            <\/h2>            <span class=\"tpg-widget-heading-line line-right\"><\/span>\n\n            \n        <\/div>\n\n        \n        <\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\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-25e36d6 e-flex e-con-boxed e-con e-parent\" data-id=\"25e36d6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3d739e8 e-con-full e-flex e-con e-child\" data-id=\"3d739e8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-52e4c98 e-con-full e-flex e-con e-child\" data-id=\"52e4c98\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bbc94cb elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"bbc94cb\" 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<p>At <strong>Lincs Lab<\/strong>, a premier research facility at<em> <strong>\u00c9cole Polytechnique Montr\u00e9al<\/strong><\/em>, we conduct leading-edge research in the design and evolution of <strong>next-generation communication networks<\/strong>, with a focus on the convergence of <strong>communications<\/strong>, <strong>artificial intelligence (AI)<\/strong>, and <strong>security<\/strong>.<\/p><p>Our work addresses the core challenges of , <strong>ultra-high-speed connectivity<\/strong>, <strong>diverse data types<\/strong>, and <strong>latency-critical applications<\/strong>, while tackling complex requirements around <strong>real-time orchestration<\/strong>, <strong>resource efficiency<\/strong>, and <strong>network resilience<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf1b1fa e-con-full e-flex e-con e-child\" data-id=\"cf1b1fa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4738eb6 e-con-full e-grid e-con e-child\" data-id=\"4738eb6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ebbf9c8 e-con-full e-flex e-con e-child\" data-id=\"ebbf9c8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c67b562 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"c67b562\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"511\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/07\/Polytechnique-768x511.jpg\" class=\"attachment-medium_large size-medium_large wp-image-4190\" alt=\"\" srcset=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/07\/Polytechnique-768x511.jpg 768w, https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/07\/Polytechnique-300x200.jpg 300w, https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/07\/Polytechnique-18x12.jpg 18w, https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/07\/Polytechnique.jpg 800w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00c9cole Polytechnique Montr\u00e9al. (Photo Credit: Polytechnique Montr\u00e9al).<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\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-a31e7f9 e-flex e-con-boxed e-con e-parent\" data-id=\"a31e7f9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9c85f68 e-con-full e-flex e-con e-child\" data-id=\"9c85f68\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cb4a17a section-title-style-style4 elementor-widget elementor-widget-tpg-section-title\" data-id=\"cb4a17a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tpg-section-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"rt-container-fluid rt-tpg-container tpg-el-main-wrapper clearfix  section-title-style-style4\">\n\t\t\t<div class='tpg-header-wrapper'>\n        <div class=\"tpg-widget-heading-wrapper rt-clear heading-style4 \">\n            <span class=\"tpg-widget-heading-line line-left\"><\/span>\n            <h3 class='tpg-widget-heading'>\n            \n                                    <span>\n\t\t\t\t\t\tResearch Priorities at Lincs Lab\t\t\t\t\t<\/span>\n                    \n                            <\/h3>            <span class=\"tpg-widget-heading-line line-right\"><\/span>\n\n            \n        <\/div>\n\n        \n        <\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\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-1e7887a e-grid e-con-full e-con e-parent\" data-id=\"1e7887a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-203bf07 e-con-full e-flex e-con e-child\" data-id=\"203bf07\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-33b5b68 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"33b5b68\" 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<p>\u00a0<\/p><ul><li><p><strong><span style=\"text-decoration: underline;\">Next-Generation Networks, AI-Native Orchestration and Security<\/span>:<br \/><\/strong>We focus on <strong>AI-native approaches<\/strong> to <strong>dynamic resource orchestration<\/strong>, <strong>adaptive service provisioning<\/strong>, and <strong>end-to-end security<\/strong> in evolving architectures such as <strong>5G<\/strong>, <strong>6G<\/strong>, and beyond. Our work supports secure and reliable connectivity for <strong>Autonomous Systems,\u00a0<\/strong> <strong>Digital Twins<\/strong>, <strong>Industrial IoT (IIoT)<\/strong> applications.<\/p><\/li><li><p><strong><span style=\"text-decoration: underline;\">Federated Learning and Frugal Edge Intelligence<\/span>:<br \/><\/strong>We develop scalable, privacy-preserving learning techniques tailored for the edge. Our research tackles key challenges in <strong>data heterogeneity<\/strong>, <strong>limited compute environments<\/strong>, and <strong>secure collaborative learning<\/strong>, enabling intelligent decision-making closer to the user while minimizing resource consumption.<\/p><\/li><li><p><strong><span style=\"text-decoration: underline;\">Quantum Computing and Quantum Communications<\/span>:<br \/><\/strong>We explore how <strong>quantum technologies<\/strong> can redefine communication and computation. Our research includes <strong>quantum-enhanced security<\/strong>, <strong>quantum machine learning<\/strong>, and <strong>quantum optimization<\/strong>, for resource allocation, \u00a0for autonomous agent planning, prediction and preemptive control<strong>, <\/strong>and for the security for next-generation networks.<\/p><\/li><\/ul><p><strong><em>At Lincs Lab, we are not just keeping pace with technological evolution, we are shaping it.<\/em><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5f6ce56 e-con-full e-flex e-con e-child\" data-id=\"5f6ce56\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-05f37ca elementor-widget elementor-widget-image\" data-id=\"05f37ca\" 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\" width=\"768\" height=\"768\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/10\/wordcloud-2-1-768x768.jpg\" class=\"attachment-medium_large size-medium_large wp-image-6416\" alt=\"\" srcset=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/10\/wordcloud-2-1-768x768.jpg 768w, https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/10\/wordcloud-2-1-300x300.jpg 300w, https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/10\/wordcloud-2-1-1024x1024.jpg 1024w, https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/10\/wordcloud-2-1-150x150.jpg 150w, https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/10\/wordcloud-2-1-1536x1536.jpg 1536w, https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/10\/wordcloud-2-1-2048x2048.jpg 2048w, https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/10\/wordcloud-2-1-12x12.jpg 12w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\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>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f7900ae animated-fast e-con-full e-flex e-con e-parent\" data-id=\"f7900ae\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;none&quot;,&quot;animation_delay&quot;:1}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-937486e elementor-widget elementor-widget-heading\" data-id=\"937486e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><b>Recent Posts<\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eee810d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"eee810d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-48b73ec animated-fast e-con-full e-flex e-con e-parent\" data-id=\"48b73ec\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;none&quot;,&quot;animation_delay&quot;:1}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69927d0 tpg-wrapper-align-left title-alignment-left meta-visibility-show title_position_default title_hover_border_default title-default img_hover_animation_default meta_position_default readmore-btn-default-style grid-hover-overlay-type-always tpg-el-box-border-enable tpg-border-bottom-disable elementor-widget elementor-widget-tpg-grid-layout\" data-id=\"69927d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tpg-grid-layout.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"rt-container-fluid rt-tpg-container tpg-el-main-wrapper clearfix grid-layout1-main \"\n\t\t\t id=\"rt-tpg-container-3880032712\"\n\t\t\t data-layout=\"grid-layout1\"\n\t\t\t data-grid-style=\"tpg-full-height\"\n\t\t\t data-sc-id=\"elementor\"\n\t\t\t data-el-settings=''\n\t\t\t data-el-query=''\n\t\t\t data-el-path=''\n\t\t>\n\t\t\t\t\t\t\t<div id=\"bottom-script-loader\" class=\"bottom-script-loader\">\n\t\t\t\t\t<div class=\"rt-ball-clip-rotate\">\n\t\t\t\t\t\t<div><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class='tpg-header-wrapper '>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t<div data-title=\"Loading ...\" class=\"rt-row rt-content-loader grid-layout1 grid-behaviour tpg-full-height grid_layout_wrapper\">\n\t\t\t\t<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-8133 post type-post status-publish format-standard has-post-thumbnail hentry category-home category-news tag-basis-kernel tag-bayesian-optimization tag-circuit-architecture tag-circuit-parameters tag-covariance-function tag-expected-value tag-feature-maps tag-gaussian-process tag-gram-matrix tag-high-alignment tag-input-domain tag-kernel-estimation tag-kernel-learning tag-kriging tag-local-circuits tag-local-features tag-local-kernel tag-local-measurements tag-local-observations tag-marginal-likelihood tag-mixed-block tag-multiple-kernel-learning tag-parametric-family tag-parametrized tag-quantum-circuit tag-quantum-features tag-qubit-state tag-radial-basis-function tag-radial-basis-function-kernel\"        data-id=\"8133\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"8133\" href=\"https:\/\/lincslab.ca\/en\/new-publication-in-ieee-qcnc-2026\/\" class=\"tpg-post-link\" target=\"_blank\">                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/05\/Abdallah_QCNC-1024x1019.jpg\"\n                             class=\"rt-img-responsive\"\n                             width=\"1024\"\n                             height=\"1019\"\n                             alt=\"New Paper Published in International Conference on Quantum Communications, Networking, and Computing (QCNC 2026)\u200b\">\n                        \n                            \n        <\/a>\n                <div class=\"overlay grid-hover-content\"><\/div>\n                        <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h2 class=\"entry-title\"><a data-id=\"8133\" href=\"https:\/\/lincslab.ca\/en\/new-publication-in-ieee-qcnc-2026\/\" class=\"tpg-post-link\" target=\"_blank\">New Paper Published in International Conference on Quantum Communications, Networking, and Computing (QCNC 2026)\u200b<\/a><\/h2><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t            <span class='date'>\n\t\t\t\t<i class='far fa-calendar-alt '><\/i>                                    <a href=\"https:\/\/lincslab.ca\/en\/2026\/05\/13\/\">\n\t\t\t\t\tMay 13, 2026\t\t\t\t<\/a>\n                \t\t\t<\/span>\n                            <\/div>\n\t\t\t\n\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tWe are pleased to announce that our paper, \u201cLearning Gaussian Processes with Randomized Quantum Local Kernels,\u201d has been published in International Conference on Quantum Communications, Networking...                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\n\t\t\t        <div class=\"post-footer\">\n            <div class=\"post-footer\">\n                <div class=\"read-more\">\n                    <a data-id=\"8133\" href=\"https:\/\/lincslab.ca\/en\/new-publication-in-ieee-qcnc-2026\/\" class=\"tpg-post-link\" target=\"_blank\">Read More<\/a>                <\/div>\n            <\/div>\n        <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-7930 post type-post status-publish format-standard has-post-thumbnail hentry category-home category-news tag-wissal-hamhoum\"        data-id=\"7930\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"7930\" href=\"https:\/\/lincslab.ca\/en\/wissal-phd-candidate\/\" class=\"tpg-post-link\" target=\"_blank\">                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/04\/IMG-20260423-WA0000-1012x1024.jpg\"\n                             class=\"rt-img-responsive\"\n                             width=\"1012\"\n                             height=\"1024\"\n                             alt=\"Congratulations to Wissal Hamhoum on Successfully Passing the PhD Comprehensive Exam\">\n                        \n                            \n        <\/a>\n                <div class=\"overlay grid-hover-content\"><\/div>\n                        <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h2 class=\"entry-title\"><a data-id=\"7930\" href=\"https:\/\/lincslab.ca\/en\/wissal-phd-candidate\/\" class=\"tpg-post-link\" target=\"_blank\">Congratulations to Wissal Hamhoum on Successfully Passing the PhD Comprehensive Exam<\/a><\/h2><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t            <span class='date'>\n\t\t\t\t<i class='far fa-calendar-alt '><\/i>                                    <a href=\"https:\/\/lincslab.ca\/en\/2026\/04\/23\/\">\n\t\t\t\t\tApril 23, 2026\t\t\t\t<\/a>\n                \t\t\t<\/span>\n                            <\/div>\n\t\t\t\n\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tWe are pleased to announce that our Lincs Lab member Wissal Hamhoum, a PhD student at Polytechnique Montr\u00e9al, has successfully passed her PhD Comprehensive Exam. The examination committee composed of...                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\n\t\t\t        <div class=\"post-footer\">\n            <div class=\"post-footer\">\n                <div class=\"read-more\">\n                    <a data-id=\"7930\" href=\"https:\/\/lincslab.ca\/en\/wissal-phd-candidate\/\" class=\"tpg-post-link\" target=\"_blank\">Read More<\/a>                <\/div>\n            <\/div>\n        <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-7955 post type-post status-publish format-standard has-post-thumbnail hentry category-home category-news tag-ai tag-artificial-intelligence tag-cybersecurity tag-data-science tag-intelligent-systems tag-lincs tag-machine-learning tag-network-anomaly-detection tag-polytechnique-montreal tag-predictive-modeling tag-qml tag-quantum-computing tag-quantum-machine-learning tag-quantum-technologies tag-research-workshop tag-time-series-forecasting\"        data-id=\"7955\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"7955\" href=\"https:\/\/lincslab.ca\/en\/qml-workshop-2026\/\" class=\"tpg-post-link\" target=\"_blank\">                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/04\/Media-9-1024x768.jpg\"\n                             class=\"rt-img-responsive\"\n                             width=\"1024\"\n                             height=\"768\"\n                             alt=\"Reflections on our Quantum ML Workshop\">\n                        \n                            \n        <\/a>\n                <div class=\"overlay grid-hover-content\"><\/div>\n                        <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h2 class=\"entry-title\"><a data-id=\"7955\" href=\"https:\/\/lincslab.ca\/en\/qml-workshop-2026\/\" class=\"tpg-post-link\" target=\"_blank\">Reflections on our Quantum ML Workshop<\/a><\/h2><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t            <span class='date'>\n\t\t\t\t<i class='far fa-calendar-alt '><\/i>                                    <a href=\"https:\/\/lincslab.ca\/en\/2026\/04\/22\/\">\n\t\t\t\t\tApril 22, 2026\t\t\t\t<\/a>\n                \t\t\t<\/span>\n                            <\/div>\n\t\t\t\n\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tOn April 17, 2026, Lincs lab hosted a workshop titled \u201cAdvances in Quantum Machine Learning for Network Anomaly Detection and Time-Series Forecasting\u201d at Polytechnique Montr\u00e9al, with both onsite and...                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\n\t\t\t        <div class=\"post-footer\">\n            <div class=\"post-footer\">\n                <div class=\"read-more\">\n                    <a data-id=\"7955\" href=\"https:\/\/lincslab.ca\/en\/qml-workshop-2026\/\" class=\"tpg-post-link\" target=\"_blank\">Read More<\/a>                <\/div>\n            <\/div>\n        <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-7797 post type-post status-publish format-standard has-post-thumbnail hentry category-home category-news tag-amplifier-gain tag-array-signal-processing tag-beamforming-matrix tag-cognitive-networks tag-cognitive-radio tag-continuous-action-space tag-deep-reinforcement-learning tag-deep-reinforcement-learning-agent tag-deep-reinforcement-learning-approach tag-deep-reinforcement-learning-method tag-deep-reinforcement-learning-techniques tag-dynamic-hybrid tag-energy-consumption tag-energy-harvesting tag-hybrid-mode tag-interference tag-internet-of-things tag-joint-optimization tag-maximum-transmission-power tag-miso tag-mode-of-action tag-multiple-input-single-output tag-optimization tag-optimization-problem tag-passive-mode tag-reconfigurable-intelligent-surface tag-reconfigurable-intelligent-surface-elements tag-reconfigurable-intelligent-surfaces tag-reflection tag-reliability tag-reward-of-agent tag-satellites tag-security tag-signal-to-interference-plus-noise-ratio tag-state-space tag-sum-rate tag-transmission-power tag-unmanned-aerial-vehicles tag-vectors tag-wireless-systems\"        data-id=\"7797\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"7797\" href=\"https:\/\/lincslab.ca\/en\/new-publication-in-ieee-transactions-on-network-and-service-management\/\" class=\"tpg-post-link\" target=\"_blank\">                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/02\/Trustworthy-AI-Driven-Dynamic-Hybrid-RIS-Journal-1-1024x1024.jpg\"\n                             class=\"rt-img-responsive\"\n                             width=\"1024\"\n                             height=\"1024\"\n                             alt=\"New Publication in IEEE Transactions on Network and Service Management\">\n                        \n                            \n        <\/a>\n                <div class=\"overlay grid-hover-content\"><\/div>\n                        <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h2 class=\"entry-title\"><a data-id=\"7797\" href=\"https:\/\/lincslab.ca\/en\/new-publication-in-ieee-transactions-on-network-and-service-management\/\" class=\"tpg-post-link\" target=\"_blank\">New Publication in IEEE Transactions on Network and Service Management<\/a><\/h2><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t            <span class='date'>\n\t\t\t\t<i class='far fa-calendar-alt '><\/i>                                    <a href=\"https:\/\/lincslab.ca\/en\/2026\/02\/20\/\">\n\t\t\t\t\tFebruary 20, 2026\t\t\t\t<\/a>\n                \t\t\t<\/span>\n                            <\/div>\n\t\t\t\n\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tWe are pleased to announce that our paper, \u201cTrustworthy AI-Driven Dynamic Hybrid RIS: Joint Optimization and Reward Poisoning-Resilient Control in Cognitive MISO Networks,\u201d has been published in IEEE...                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\n\t\t\t        <div class=\"post-footer\">\n            <div class=\"post-footer\">\n                <div class=\"read-more\">\n                    <a data-id=\"7797\" href=\"https:\/\/lincslab.ca\/en\/new-publication-in-ieee-transactions-on-network-and-service-management\/\" class=\"tpg-post-link\" target=\"_blank\">Read More<\/a>                <\/div>\n            <\/div>\n        <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-7685 post type-post status-publish format-standard has-post-thumbnail hentry category-home category-insights tag-adversarial-attacks tag-anomaly-detection tag-deep-reinforcement-learning tag-deep-reinforcement-learning-model tag-integration-of-machine-learning tag-interoperability tag-learning-algorithms tag-machine-learning-applications tag-machine-learning-models tag-mobile-edge-computing tag-mobility-management tag-network-efficiency tag-network-operators tag-network-performance tag-network-slicing tag-open-interface tag-open-radio-access-network tag-optimal-resource-allocation tag-proximal-policy-optimization tag-radio-resource tag-radio-resource-management tag-reconfigurable-intelligent-surface tag-resource-allocation tag-spectrum-resources tag-supply-chain tag-typical-machine-learning tag-ultra-reliable-low-latency-communications tag-unauthorized-access tag-unlicensed-spectrum tag-wireless-networks\"        data-id=\"7685\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"7685\" href=\"https:\/\/lincslab.ca\/en\/making-oran-intelligent-role-of-ml\/\" class=\"tpg-post-link\" target=\"_blank\">                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/02\/Mira-survey-e1770743662320.png\"\n                             class=\"rt-img-responsive\"\n                             width=\"789\"\n                             height=\"391\"\n                             alt=\"Making Open RAN Intelligent: The Role of Machine Learning\u200b\">\n                        \n                            \n        <\/a>\n                <div class=\"overlay grid-hover-content\"><\/div>\n                        <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h2 class=\"entry-title\"><a data-id=\"7685\" href=\"https:\/\/lincslab.ca\/en\/making-oran-intelligent-role-of-ml\/\" class=\"tpg-post-link\" target=\"_blank\">Making Open RAN Intelligent: The Role of Machine Learning\u200b<\/a><\/h2><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t            <span class='date'>\n\t\t\t\t<i class='far fa-calendar-alt '><\/i>                                    <a href=\"https:\/\/lincslab.ca\/en\/2026\/02\/10\/\">\n\t\t\t\t\tFebruary 10, 2026\t\t\t\t<\/a>\n                \t\t\t<\/span>\n                            <\/div>\n\t\t\t\n\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tO-RAN is fundamentally data-driven. Its intelligent control loops\u2014enabled by its Near-Real-Time and Non-Real-Time RAN Intelligent Controllers (RICs)\u2014 support continuous monitoring, closed-loop...                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\n\t\t\t        <div class=\"post-footer\">\n            <div class=\"post-footer\">\n                <div class=\"read-more\">\n                    <a data-id=\"7685\" href=\"https:\/\/lincslab.ca\/en\/making-oran-intelligent-role-of-ml\/\" class=\"tpg-post-link\" target=\"_blank\">Read More<\/a>                <\/div>\n            <\/div>\n        <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-7679 post type-post status-publish format-standard has-post-thumbnail hentry category-home category-news tag-adversarial-attacks tag-anomaly-detection tag-deep-reinforcement-learning tag-deep-reinforcement-learning-model tag-integration-of-machine-learning tag-interoperability tag-learning-algorithms tag-machine-learning-applications tag-machine-learning-models tag-mobile-edge-computing tag-mobility-management tag-network-efficiency tag-network-operators tag-network-performance tag-network-slicing tag-open-interface tag-open-radio-access-network tag-optimal-resource-allocation tag-proximal-policy-optimization tag-radio-resource tag-radio-resource-management tag-reconfigurable-intelligent-surface tag-resource-allocation tag-spectrum-resources tag-supply-chain tag-typical-machine-learning tag-ultra-reliable-low-latency-communications tag-unauthorized-access tag-unlicensed-spectrum tag-wireless-networks\"        data-id=\"7679\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"7679\" href=\"https:\/\/lincslab.ca\/en\/ieee-communications-survey\/\" class=\"tpg-post-link\" target=\"_blank\">                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2026\/02\/ML-Enabled-Open-RAN-Journal-1-1024x1024.jpg\"\n                             class=\"rt-img-responsive\"\n                             width=\"1024\"\n                             height=\"1024\"\n                             alt=\"New Paper Published in IEEE Communications Surveys &amp; Tutorials\">\n                        \n                            \n        <\/a>\n                <div class=\"overlay grid-hover-content\"><\/div>\n                        <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h2 class=\"entry-title\"><a data-id=\"7679\" href=\"https:\/\/lincslab.ca\/en\/ieee-communications-survey\/\" class=\"tpg-post-link\" target=\"_blank\">New Paper Published in IEEE Communications Surveys &amp; Tutorials<\/a><\/h2><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t            <span class='date'>\n\t\t\t\t<i class='far fa-calendar-alt '><\/i>                                    <a href=\"https:\/\/lincslab.ca\/en\/2026\/02\/05\/\">\n\t\t\t\t\tFebruary 5, 2026\t\t\t\t<\/a>\n                \t\t\t<\/span>\n                            <\/div>\n\t\t\t\n\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tWe are pleased to announce that our paper, \u201cML-Enabled Open RAN: A Comprehensive Survey of Architectures, Challenges, and Opportunities,\u201d has been accepted for publication in IEEE Communications...                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\n\t\t\t        <div class=\"post-footer\">\n            <div class=\"post-footer\">\n                <div class=\"read-more\">\n                    <a data-id=\"7679\" href=\"https:\/\/lincslab.ca\/en\/ieee-communications-survey\/\" class=\"tpg-post-link\" target=\"_blank\">Read More<\/a>                <\/div>\n            <\/div>\n        <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-6561 post type-post status-publish format-standard has-post-thumbnail hentry category-home category-insights tag-accuracy tag-cognitive-radio tag-cognitive-radio-networks tag-communication-networks tag-energy-efficiency tag-energy-harvesting tag-interference tag-noma tag-non-orthogonal-multiple-access tag-quantum-search-algorithms tag-reliability tag-resource-management tag-system-analysis-and-design\"        data-id=\"6561\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"6561\" href=\"https:\/\/lincslab.ca\/en\/quantum-aided-active-user-detection-deemah-soumaya\/\" class=\"tpg-post-link\" target=\"_blank\">                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/10\/insight3-1.png\"\n                             class=\"rt-img-responsive\"\n                             width=\"853\"\n                             height=\"635\"\n                             alt=\"Quantum-Aided Active User Detection for Energy-Efficient CD-NOMA in Cognitive Radio Networks\">\n                        \n                            \n        <\/a>\n                <div class=\"overlay grid-hover-content\"><\/div>\n                        <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h2 class=\"entry-title\"><a data-id=\"6561\" href=\"https:\/\/lincslab.ca\/en\/quantum-aided-active-user-detection-deemah-soumaya\/\" class=\"tpg-post-link\" target=\"_blank\">Quantum-Aided Active User Detection for Energy-Efficient CD-NOMA in Cognitive Radio Networks<\/a><\/h2><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t            <span class='date'>\n\t\t\t\t<i class='far fa-calendar-alt '><\/i>                                    <a href=\"https:\/\/lincslab.ca\/en\/2025\/10\/30\/\">\n\t\t\t\t\tOctober 30, 2025\t\t\t\t<\/a>\n                \t\t\t<\/span>\n                            <\/div>\n\t\t\t\n\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tAs wireless networks evolve toward the 6G era, they face growing challenges in managing the immense number of connected devices while maintaining energy efficiency and spectrum utilization. In a...                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\n\t\t\t        <div class=\"post-footer\">\n            <div class=\"post-footer\">\n                <div class=\"read-more\">\n                    <a data-id=\"6561\" href=\"https:\/\/lincslab.ca\/en\/quantum-aided-active-user-detection-deemah-soumaya\/\" class=\"tpg-post-link\" target=\"_blank\">Read More<\/a>                <\/div>\n            <\/div>\n        <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-6438 post type-post status-publish format-standard has-post-thumbnail hentry category-home category-insights tag-accuracy tag-anomaly-detection tag-computer-architecture tag-generative-adversarial-networks tag-generative-adversarial-networks-gans tag-network-security tag-quantum-circuit tag-quantum-computing tag-quantum-state tag-qubit tag-telecommunication-traffic tag-time-series-analysis tag-variational-quantum-circuits-vqcs tag-wireless-communication\"        data-id=\"6438\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"6438\" href=\"https:\/\/lincslab.ca\/en\/quantum-gans-for-smarter-network-anomaly-detection\/\" class=\"tpg-post-link\" target=\"_blank\">                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/10\/insight2_discriminator-1-1024x256.png\"\n                             class=\"rt-img-responsive\"\n                             width=\"1024\"\n                             height=\"256\"\n                             alt=\"Quantum GANs for Smarter Network Anomaly Detection\">\n                        \n                            \n        <\/a>\n                <div class=\"overlay grid-hover-content\"><\/div>\n                        <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h2 class=\"entry-title\"><a data-id=\"6438\" href=\"https:\/\/lincslab.ca\/en\/quantum-gans-for-smarter-network-anomaly-detection\/\" class=\"tpg-post-link\" target=\"_blank\">Quantum GANs for Smarter Network Anomaly Detection<\/a><\/h2><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t            <span class='date'>\n\t\t\t\t<i class='far fa-calendar-alt '><\/i>                                    <a href=\"https:\/\/lincslab.ca\/en\/2025\/10\/20\/\">\n\t\t\t\t\tOctober 20, 2025\t\t\t\t<\/a>\n                \t\t\t<\/span>\n                            <\/div>\n\t\t\t\n\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tAs modern communication networks grow in complexity, traditional anomaly detection techniques face challenges in identifying sophisticated threats such as distributed denial-of-service (DDoS) or...                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\n\t\t\t        <div class=\"post-footer\">\n            <div class=\"post-footer\">\n                <div class=\"read-more\">\n                    <a data-id=\"6438\" href=\"https:\/\/lincslab.ca\/en\/quantum-gans-for-smarter-network-anomaly-detection\/\" class=\"tpg-post-link\" target=\"_blank\">Read More<\/a>                <\/div>\n            <\/div>\n        <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-4884 post type-post status-publish format-standard has-post-thumbnail hentry category-home category-news tag-cognitive-radio tag-cognitive-radio-networksenergy-harvesting tag-communication-networks tag-energy-efficiency tag-energy-harvesting tag-interference tag-iwcmc tag-noma tag-non-orthogonal-multiple-access tag-polytechnique tag-quantum-search-algorithms tag-resource-management\"        data-id=\"4884\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"4884\" href=\"https:\/\/lincslab.ca\/en\/deemah-iwcmc-2025-publication\/\" class=\"tpg-post-link\" target=\"_blank\">                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/10\/IWCMC-Deemah-1-996x1024.jpg\"\n                             class=\"rt-img-responsive\"\n                             width=\"996\"\n                             height=\"1024\"\n                             alt=\"Congratulations to Prof. Soumaya and Deemah on their new IWCMC\u200b 2025 publication\">\n                        \n                            \n        <\/a>\n                <div class=\"overlay grid-hover-content\"><\/div>\n                        <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h2 class=\"entry-title\"><a data-id=\"4884\" href=\"https:\/\/lincslab.ca\/en\/deemah-iwcmc-2025-publication\/\" class=\"tpg-post-link\" target=\"_blank\">Congratulations to Prof. Soumaya and Deemah on their new IWCMC\u200b 2025 publication<\/a><\/h2><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t            <span class='date'>\n\t\t\t\t<i class='far fa-calendar-alt '><\/i>                                    <a href=\"https:\/\/lincslab.ca\/en\/2025\/10\/16\/\">\n\t\t\t\t\tOctober 16, 2025\t\t\t\t<\/a>\n                \t\t\t<\/span>\n                            <\/div>\n\t\t\t\n\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tWe extend our warmest congratulations to Prof. Soumaya Cherkaoui and Deemah H. Tashman, PhD fellow at LincsLab, on their recent publication titled:\n\u201cQuantum-Aided Active User Detection for...                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\n\t\t\t        <div class=\"post-footer\">\n            <div class=\"post-footer\">\n                <div class=\"read-more\">\n                    <a data-id=\"4884\" href=\"https:\/\/lincslab.ca\/en\/deemah-iwcmc-2025-publication\/\" class=\"tpg-post-link\" target=\"_blank\">Read More<\/a>                <\/div>\n            <\/div>\n        <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-4750 post type-post status-publish format-standard has-post-thumbnail hentry category-home category-news\"        data-id=\"4750\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"4750\" href=\"https:\/\/lincslab.ca\/en\/patatchona-comp-phd-exam\/\" class=\"tpg-post-link\" target=\"_blank\">                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/08\/Patatchona-1-1024x775.jpg\"\n                             class=\"rt-img-responsive\"\n                             width=\"1024\"\n                             height=\"775\"\n                             alt=\"Congratulations to Patatchona Keyela on Successfully Passing the PhD Comprehensive Exam\">\n                        \n                            \n        <\/a>\n                <div class=\"overlay grid-hover-content\"><\/div>\n                        <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h2 class=\"entry-title\"><a data-id=\"4750\" href=\"https:\/\/lincslab.ca\/en\/patatchona-comp-phd-exam\/\" class=\"tpg-post-link\" target=\"_blank\">Congratulations to Patatchona Keyela on Successfully Passing the PhD Comprehensive Exam<\/a><\/h2><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t            <span class='date'>\n\t\t\t\t<i class='far fa-calendar-alt '><\/i>                                    <a href=\"https:\/\/lincslab.ca\/en\/2025\/08\/24\/\">\n\t\t\t\t\tAugust 24, 2025\t\t\t\t<\/a>\n                \t\t\t<\/span>\n                            <\/div>\n\t\t\t\n\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tWe are pleased to announce that our Lincs Lab member Patatchona Keyela, a PhD student at Polytechnique Montr\u00e9al, has successfully passed his PhD Comprehensive Exam...                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\n\t\t\t        <div class=\"post-footer\">\n            <div class=\"post-footer\">\n                <div class=\"read-more\">\n                    <a data-id=\"4750\" href=\"https:\/\/lincslab.ca\/en\/patatchona-comp-phd-exam\/\" class=\"tpg-post-link\" target=\"_blank\">Read More<\/a>                <\/div>\n            <\/div>\n        <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-4724 post type-post status-publish format-standard has-post-thumbnail hentry category-home category-news\"        data-id=\"4724\">\n    <div class=\"rt-holder tpg-post-holder \">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"4724\" href=\"https:\/\/lincslab.ca\/en\/wajdi-masters\/\" class=\"tpg-post-link\" target=\"_blank\">                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/08\/Wajdi-1024x683.jpg\"\n                             class=\"rt-img-responsive\"\n                             width=\"1024\"\n                             height=\"683\"\n                             alt=\"Congratulations to Wajdi Hammami on completing his Master&#8217;s Degree in Computer Engineering\">\n                        \n                            \n        <\/a>\n                <div class=\"overlay grid-hover-content\"><\/div>\n                        <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h2 class=\"entry-title\"><a data-id=\"4724\" href=\"https:\/\/lincslab.ca\/en\/wajdi-masters\/\" class=\"tpg-post-link\" target=\"_blank\">Congratulations to Wajdi Hammami on completing his Master&#8217;s Degree in Computer Engineering<\/a><\/h2><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t            <span class='date'>\n\t\t\t\t<i class='far fa-calendar-alt '><\/i>                                    <a href=\"https:\/\/lincslab.ca\/en\/2025\/08\/24\/\">\n\t\t\t\t\tAugust 24, 2025\t\t\t\t<\/a>\n                \t\t\t<\/span>\n                            <\/div>\n\t\t\t\n\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tWe are pleased to announce that our Lincs Lab member Wajdi Hammami has successfully completed his MSc in Computer Engineering at Polytechnique Montr\u00e9al. This important milestone reflects his...                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\n\t\t\t        <div class=\"post-footer\">\n            <div class=\"post-footer\">\n                <div class=\"read-more\">\n                    <a data-id=\"4724\" href=\"https:\/\/lincslab.ca\/en\/wajdi-masters\/\" class=\"tpg-post-link\" target=\"_blank\">Read More<\/a>                <\/div>\n            <\/div>\n        <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n<div class=\"rt-col-md-4 rt-col-sm-6 rt-col-xs-12 default rt-grid-item post-4439 post type-post status-publish format-standard has-post-thumbnail hentry category-home category-news tag-cryptography tag-cyber-attack tag-cybersecurity tag-defence tag-lincs tag-oiq tag-optimization tag-polytechnique tag-qkd tag-quantum tag-qubits tag-wireless-network\"        data-id=\"4439\">\n    <div class=\"rt-holder tpg-post-holder rt-sticky\">\n        <div class=\"rt-detail rt-el-content-wrapper\">\n\t\t\t                <div class=\"rt-img-holder tpg-el-image-wrap has-thumbnail\">\n\t\t\t\t\t<a data-id=\"4439\" href=\"https:\/\/lincslab.ca\/en\/prof-oiq-quamtum-article\/\" class=\"tpg-post-link\" target=\"_blank\">                        <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2025\/07\/Screenshot-2025-09-04-215201.png\"\n                             class=\"rt-img-responsive\"\n                             width=\"975\"\n                             height=\"580\"\n                             alt=\"Professor Soumaya Cherkaoui Contributes to OIQ Article on Quantum Computing Applications\">\n                        \n                            \n        <\/a>\n                <div class=\"overlay grid-hover-content\"><\/div>\n                        <\/div>\n\t\t\t\n\t\t\t<div class=\"entry-title-wrapper\"><h2 class=\"entry-title\"><a data-id=\"4439\" href=\"https:\/\/lincslab.ca\/en\/prof-oiq-quamtum-article\/\" class=\"tpg-post-link\" target=\"_blank\">Professor Soumaya Cherkaoui Contributes to OIQ Article on Quantum Computing Applications<\/a><\/h2><\/div>\n\t\t\t                <div class=\"post-meta-tags rt-el-post-meta\">\n\t\t\t\t\t            <span class='date'>\n\t\t\t\t<i class='far fa-calendar-alt '><\/i>                                    <a href=\"https:\/\/lincslab.ca\/en\/2025\/07\/23\/\">\n\t\t\t\t\tJuly 23, 2025\t\t\t\t<\/a>\n                \t\t\t<\/span>\n                            <\/div>\n\t\t\t\n\n\t\t\t                <div class=\"tpg-excerpt tpg-el-excerpt\">\n\t\t\t\t\t                        <div class=\"tpg-excerpt-inner\">\n\t\t\t\t\t\t\tProf. Soumaya Cherkaoui, was recently invited by the  Quebec Order of Engineers \u2013 Ordre des ing\u00e9nieurs du Qu\u00e9bec (OIQ) \u2013 to contribute to an article on quantum computing and its potential...                        <\/div>\n\t\t\t\t\t\t\t\t\t\t                <\/div>\n\t\t\t\n\t\t\t        <div class=\"post-footer\">\n            <div class=\"post-footer\">\n                <div class=\"read-more\">\n                    <a data-id=\"4439\" href=\"https:\/\/lincslab.ca\/en\/prof-oiq-quamtum-article\/\" class=\"tpg-post-link\" target=\"_blank\">Read More<\/a>                <\/div>\n            <\/div>\n        <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-826877a elementor-widget elementor-widget-heading\" data-id=\"826877a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-medium\"><a href=\"https:\/\/lincslab.ca\/news\/\"><b><u>See more news<\/u><\/b><\/a><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-057001d elementor-widget elementor-widget-spacer\" data-id=\"057001d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6q7vc8c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6q7vc8c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-17a7be6\" data-id=\"17a7be6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e286a79 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider\" data-id=\"e286a79\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<span class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\tLincs Lab would like to thank the following organisations for their support\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2be3a56 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"2be3a56\" 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\t<a href=\"https:\/\/www.nserc-crsng.gc.ca\/index_fra.asp\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"439\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/06\/NSERC_CRSNG-1024x439.png\" class=\"elementor-animation-grow attachment-large size-large wp-image-1386\" alt=\"\" srcset=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/06\/NSERC_CRSNG-1024x439.png 1024w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/06\/NSERC_CRSNG-300x129.png 300w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/06\/NSERC_CRSNG-768x329.png 768w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/06\/NSERC_CRSNG.png 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-42d2518 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"42d2518\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.innovation.ca\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"321\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/06\/innovation.ca_.png\" class=\"elementor-animation-grow attachment-large size-large wp-image-1385\" alt=\"\" srcset=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/06\/innovation.ca_.png 800w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/06\/innovation.ca_-300x120.png 300w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/06\/innovation.ca_-768x308.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-db26156 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"db26156\" 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\t<a href=\"https:\/\/frq.gouv.qc.ca\/nature-et-technologies\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"435\" height=\"149\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/06\/fonds-de-recherche-de-quebec.png\" class=\"elementor-animation-grow attachment-large size-large wp-image-1390\" alt=\"\" srcset=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/06\/fonds-de-recherche-de-quebec.png 435w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/06\/fonds-de-recherche-de-quebec-300x103.png 300w\" sizes=\"(max-width: 435px) 100vw, 435px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-0f28d12 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"0f28d12\" 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\t<a href=\"https:\/\/www.quebec.ca\/gouvernement\/ministere\/relations-internationales\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"380\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/07\/2560px-Ministere_des_Relations_internationales_et_de_la_Francophonie_Quebec-1024x380.png\" class=\"elementor-animation-grow attachment-large size-large wp-image-1676\" alt=\"\" srcset=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/07\/2560px-Ministere_des_Relations_internationales_et_de_la_Francophonie_Quebec-1024x380.png 1024w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/07\/2560px-Ministere_des_Relations_internationales_et_de_la_Francophonie_Quebec-300x111.png 300w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/07\/2560px-Ministere_des_Relations_internationales_et_de_la_Francophonie_Quebec-768x285.png 768w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/07\/2560px-Ministere_des_Relations_internationales_et_de_la_Francophonie_Quebec-1536x571.png 1536w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/07\/2560px-Ministere_des_Relations_internationales_et_de_la_Francophonie_Quebec-2048x761.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-470c2b2 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"470c2b2\" 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\t<a href=\"https:\/\/www.mitacs.ca\/en\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"90\" src=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/07\/mitacs-300x90.png\" class=\"elementor-animation-grow attachment-medium size-medium wp-image-1678\" alt=\"\" srcset=\"https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/07\/mitacs-300x90.png 300w, https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/07\/mitacs-768x230.png 768w, 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https:\/\/lincslab.ca\/wp-content\/uploads\/2023\/07\/ivado.png 739w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Connecting Intelligence Sustainably About Lincs Lab At Lincs Lab, a premier research facility at \u00c9cole Polytechnique Montr\u00e9al, we conduct leading-edge research in the design and evolution of next-generation communication networks, with a focus on the convergence of communications, artificial intelligence (AI), and security. Our work addresses the core challenges of , ultra-high-speed connectivity, diverse data [&hellip;]<\/p>\n","protected":false},"author":15,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"unboxed","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":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"disabled","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":""},"class_list":["post-1367","page","type-page","status-publish","hentry"],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"Wissal Hamhoum","author_link":"https:\/\/lincslab.ca\/en\/author\/wissal-hamhoum\/"},"rttpg_comment":0,"rttpg_category":"","rttpg_excerpt":"Connecting Intelligence Sustainably About Lincs Lab At Lincs Lab, a premier research facility at \u00c9cole Polytechnique Montr\u00e9al, we conduct leading-edge research in the design and evolution of next-generation communication networks, with a focus on the convergence of communications, artificial intelligence (AI), and security. 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