{"id":2735,"date":"2021-08-27T19:33:18","date_gmt":"2021-08-27T17:33:18","guid":{"rendered":"http:\/\/www.eledia.org\/eledia-usil\/?page_id=2735"},"modified":"2025-11-06T21:23:32","modified_gmt":"2025-11-06T19:23:32","slug":"research-areas","status":"publish","type":"page","link":"https:\/\/www.eledia.org\/eledia-usil\/research-areas\/","title":{"rendered":"Research Areas"},"content":{"rendered":"\n<div class=\"wp-block-columns\">\n<div class=\"wp-block-column\" style=\"flex-basis:66.66%\">\n<p>One of the main objectives of the ELEDIA@USIL is to deepen the knowledge of&nbsp;<strong>smart self-adaptive wireless systems<\/strong>&nbsp;and to investigate their application to real-world problems.<\/p>\n\n\n\n<p>A fundamental feature of smart monitoring systems is the ability to adapt at runtime according to the environmental changes, the resource variability, and the objectives redefinition.&nbsp;<\/p>\n\n\n\n<p>n this context, the&nbsp;<strong>Wireless Sensor Networks<\/strong>&nbsp;(WSN) and&nbsp;<strong>Internet of Things<\/strong>&nbsp;(IoT) technologies enable the system to interact with the application scenario and to evaluate the effects of the actuation.<\/p>\n\n\n\n<p>The reconfiguration capability is provided by smart methodologies able to learn the complex relations among the measured parameters and to suggest new actions. Such methods are often based on&nbsp;<strong>machine learning<\/strong>&nbsp;techniques like Neural Network (NN), Support Vector Machine (SVM), Gaussian Process (GP).<\/p>\n\n\n\n<p>Starting from the know-how in wireless monitoring technologies and smart methods, the ELEDIA@USIL is involved in the design, implementation, and performance assessment of hardware and software solutions applied to real-world scenarios such as&nbsp;<strong>Precision Agriculture<\/strong>&nbsp;and&nbsp;<strong>Landslide Monitoring<\/strong>.&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"648\" height=\"827\" src=\"https:\/\/www.eledia.org\/eledia-usil\/wp-content\/uploads\/2022\/09\/Objectives-scheme.png\" alt=\"\" class=\"wp-image-2918\" srcset=\"https:\/\/www.eledia.org\/eledia-usil\/wp-content\/uploads\/2022\/09\/Objectives-scheme.png 648w, https:\/\/www.eledia.org\/eledia-usil\/wp-content\/uploads\/2022\/09\/Objectives-scheme-235x300.png 235w\" sizes=\"(max-width: 648px) 100vw, 648px\" \/><\/figure>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>One of the main objectives of the ELEDIA@USIL is to deepen the knowledge of&nbsp;smart self-adaptive wireless systems&nbsp;and to investigate their application to real-world problems. A fundamental feature of smart monitoring systems is the ability to adapt at runtime according to the environmental changes, the resource variability, and the objectives redefinition.&nbsp; n this context, the&nbsp;Wireless Sensor [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2737,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"acf":[],"_links":{"self":[{"href":"https:\/\/www.eledia.org\/eledia-usil\/wp-json\/wp\/v2\/pages\/2735"}],"collection":[{"href":"https:\/\/www.eledia.org\/eledia-usil\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.eledia.org\/eledia-usil\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.eledia.org\/eledia-usil\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.eledia.org\/eledia-usil\/wp-json\/wp\/v2\/comments?post=2735"}],"version-history":[{"count":3,"href":"https:\/\/www.eledia.org\/eledia-usil\/wp-json\/wp\/v2\/pages\/2735\/revisions"}],"predecessor-version":[{"id":3083,"href":"https:\/\/www.eledia.org\/eledia-usil\/wp-json\/wp\/v2\/pages\/2735\/revisions\/3083"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.eledia.org\/eledia-usil\/wp-json\/wp\/v2\/media\/2737"}],"wp:attachment":[{"href":"https:\/\/www.eledia.org\/eledia-usil\/wp-json\/wp\/v2\/media?parent=2735"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}