{"id":13,"date":"2017-07-07T20:21:07","date_gmt":"2017-07-07T20:21:07","guid":{"rendered":"http:\/\/utsaengineer.wpengine.com\/faculty-page-example\/?page_id=13"},"modified":"2017-07-27T12:23:12","modified_gmt":"2017-07-27T17:23:12","slug":"research","status":"publish","type":"page","link":"https:\/\/ceid.utsa.edu\/usl\/research\/","title":{"rendered":"Research"},"content":{"rendered":"<h4><img decoding=\"async\" class=\"size-full wp-image-113 alignleft\" src=\"http:\/\/utsaengineer.wpengine.com\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/dacc7b_00a517b0f6734310bc680fcaf624fa72mv2.jpg\" alt=\"\" width=\"262\" height=\"173\" srcset=\"https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/dacc7b_00a517b0f6734310bc680fcaf624fa72mv2.jpg 262w, https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/dacc7b_00a517b0f6734310bc680fcaf624fa72mv2-160x106.jpg 160w\" sizes=\"(max-width: 262px) 100vw, 262px\" \/>Machine Intelligence, Data Analytics, and Human-System Collaboration<\/h4>\n<p>The increasing use of unmanned systems in numerous applications requires high-level intelligence for the much-needed autonomy to reduce human workload and enhance natural human-robot interaction. We are interested in developing innovative methods for advanced intelligence to enhance modeling, decision making, and human effectiveness.<\/p>\n<h4><img decoding=\"async\" class=\"size-full wp-image-112 alignright\" src=\"http:\/\/utsaengineer.wpengine.com\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/2.png\" alt=\"\" width=\"220\" height=\"165\" srcset=\"https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/2.png 220w, https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/2-160x120.png 160w\" sizes=\"(max-width: 220px) 100vw, 220px\" \/>Network Science and Applications<\/h4>\n<p>Network of agents is ubiquitous in the universe, from social to biological to engineering sciences. We are interested in uncovering mechanisms behind the network nature of the world to create useful engineering tools and use the engineering tools to further create value-added economic and societal benefits.<\/p>\n<h4><img decoding=\"async\" class=\"size-full wp-image-111 alignleft\" src=\"http:\/\/utsaengineer.wpengine.com\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/3.jpg\" alt=\"\" width=\"188\" height=\"159\" srcset=\"https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/3.jpg 188w, https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/3-160x135.jpg 160w\" sizes=\"(max-width: 188px) 100vw, 188px\" \/>Cyber-Physical Systems and Security<\/h4>\n<p>The increasing connection of physical systems in the cyber domain brings new capabilities by leveraging individual systems&#8217; unique capabilities, at the cost of severe security issues. We are interested in uncovering security issues, analyzing the consequences, and constructing prediction and mitigation techniques to address security concerns of CPSs.<\/p>\n<p>&nbsp;<\/p>\n<h4><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-110 alignright\" src=\"http:\/\/utsaengineer.wpengine.com\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/4.jpg\" alt=\"\" width=\"265\" height=\"179\" srcset=\"https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/4.jpg 265w, https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/4-160x108.jpg 160w\" sizes=\"(max-width: 265px) 100vw, 265px\" \/>Testing, Verification, and Validation<\/h4>\n<p>Transition of the state-of-art research into practice requires verification and validation of new methods, tools, and approaches in real-world applications. We conduct testing in the lab environment and collaborate with our partners in mission-critical applications. Cloud-based IoT technology will be leveraged to enhance the adaptivity and real-time responsiveness of remote agents that operate in complex environments with big data. Network Science and Applications<\/p>\n<h4>Research Support<\/h4>\n<p>We gratefully acknowledge the generous supports from various funding sources, including<\/p>\n<div id='gallery-1' class='gallery galleryid-13 gallery-columns-4 gallery-size-thumbnail'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/ceid.utsa.edu\/usl\/5\/'><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"104\" src=\"https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/5-150x104.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" sizes=\"100vw\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/ceid.utsa.edu\/usl\/6\/'><img loading=\"lazy\" decoding=\"async\" width=\"126\" height=\"124\" src=\"https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/6.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" sizes=\"100vw\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/ceid.utsa.edu\/usl\/7\/'><img loading=\"lazy\" decoding=\"async\" width=\"124\" height=\"124\" src=\"https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/7.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" srcset=\"https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/7.jpg 124w, https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/7-100x100.jpg 100w\" sizes=\"100vw\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon portrait'>\n\t\t\t\t<a href='https:\/\/ceid.utsa.edu\/usl\/home\/screen-shot-2017-07-27-at-9-30-22-am\/'><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/Screen-Shot-2017-07-27-at-9.30.22-AM-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" srcset=\"https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/Screen-Shot-2017-07-27-at-9.30.22-AM-150x150.png 150w, https:\/\/ceid.utsa.edu\/usl\/wp-content\/uploads\/sites\/52\/2017\/07\/Screen-Shot-2017-07-27-at-9.30.22-AM-100x100.png 100w\" sizes=\"100vw\" \/><\/a>\n\t\t\t<\/div><\/figure>\n\t\t<\/div>\n\n<p style=\"text-align: center;\">\u00a9 2017 Unmanned Systems Lab | UTSA Contact: yongcan.cao@utsa.edu | (210)4586269<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine Intelligence, Data Analytics, and Human-System Collaboration The increasing use of unmanned systems in numerous applications requires high-level intelligence for the much-needed autonomy to reduce human workload and enhance natural human-robot interaction. We are interested in developing innovative methods for advanced intelligence to enhance modeling, decision making, and human effectiveness. Network Science and Applications Network &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/ceid.utsa.edu\/usl\/research\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Research&#8221;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-13","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Research - Unmanned Systems Lab<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ceid.utsa.edu\/usl\/research\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Research - Unmanned Systems Lab\" \/>\n<meta property=\"og:description\" content=\"Machine Intelligence, Data Analytics, and Human-System Collaboration The increasing use of unmanned systems in numerous applications requires high-level intelligence for the much-needed autonomy to reduce human workload and enhance natural human-robot interaction. 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