{"abstract":[{"lang":"eng","text":"Information fusion systems are crucial for the success of the upcoming fourth industrial revolution. In this emerging field, cyber-physicals systems play a major role. These are physical processing systems equipped with sensory devices which interconnect over communication networks for distributed cognitive information processing applications. Cyber-physical systems are generally limited in computational resources. Due to this fact, signal processing algorithms cannot be implemented one-to-one. Instead, efforts must be spent in algorithm optimisation towards resource efficiency and reduced computational complexity. In this contribution, we present our optimisation approach by matrix decomposition of an evidence-based conflict-reducing fusion approach which after optimisation is applicable in resource-limited devices for cognitive signal processing. We evaluate the results by comparison with the algorithm's original definition and show the improvements achieved. "}],"language":[{"iso":"eng"}],"type":"conference","publication":"4th Internation Workshop on Cognitive Information","date_updated":"2023-03-15T13:49:39Z","doi":" 10.1109/CIP.2014.6844508","user_id":"45673","place":"Copenhagen, Denmark","year":2014,"status":"public","citation":{"ama":"Mönks U, Lohweg V. Fast Evidence-based Information Fusion. In: <i>4th Internation Workshop on Cognitive Information</i>. Copenhagen, Denmark; 2014. doi:<a href=\"https://doi.org/ 10.1109/CIP.2014.6844508\"> 10.1109/CIP.2014.6844508</a>","ufg":"<b>Mönks, Uwe/Lohweg, Volker (2014)</b>: Fast Evidence-based Information Fusion, in: <i>4th Internation Workshop on Cognitive Information</i>, Copenhagen, Denmark.","mla":"Mönks, Uwe, and Volker Lohweg. “Fast Evidence-Based Information Fusion.” <i>4th Internation Workshop on Cognitive Information</i>, 2014, doi:<a href=\"https://doi.org/ 10.1109/CIP.2014.6844508\"> 10.1109/CIP.2014.6844508</a>.","chicago-de":"Mönks, Uwe und Volker Lohweg. 2014. Fast Evidence-based Information Fusion. In: <i>4th Internation Workshop on Cognitive Information</i>. Copenhagen, Denmark. doi:<a href=\"https://doi.org/ 10.1109/CIP.2014.6844508,\"> 10.1109/CIP.2014.6844508,</a> .","bjps":"<b>Mönks U and Lohweg V</b> (2014) Fast Evidence-Based Information Fusion. <i>4th Internation Workshop on Cognitive Information</i>. Copenhagen, Denmark.","van":"Mönks U, Lohweg V. Fast Evidence-based Information Fusion. In: 4th Internation Workshop on Cognitive Information. Copenhagen, Denmark; 2014.","ieee":"U. Mönks and V. Lohweg, “Fast Evidence-based Information Fusion,” in <i>4th Internation Workshop on Cognitive Information</i>, 2014.","apa":"Mönks, U., &#38; Lohweg, V. (2014). Fast Evidence-based Information Fusion. In <i>4th Internation Workshop on Cognitive Information</i>. Copenhagen, Denmark. <a href=\"https://doi.org/ 10.1109/CIP.2014.6844508\">https://doi.org/ 10.1109/CIP.2014.6844508</a>","din1505-2-1":"<span style=\"font-variant:small-caps;\">Mönks, Uwe</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: Fast Evidence-based Information Fusion. In: <i>4th Internation Workshop on Cognitive Information</i>. Copenhagen, Denmark, 2014","havard":"U. Mönks, V. Lohweg, Fast Evidence-based Information Fusion, in: 4th Internation Workshop on Cognitive Information, Copenhagen, Denmark, 2014.","short":"U. Mönks, V. Lohweg, in: 4th Internation Workshop on Cognitive Information, Copenhagen, Denmark, 2014.","chicago":"Mönks, Uwe, and Volker Lohweg. “Fast Evidence-Based Information Fusion.” In <i>4th Internation Workshop on Cognitive Information</i>. Copenhagen, Denmark, 2014. <a href=\"https://doi.org/ 10.1109/CIP.2014.6844508\">https://doi.org/ 10.1109/CIP.2014.6844508</a>."},"_id":"2157","author":[{"first_name":"Uwe","last_name":"Mönks","full_name":"Mönks, Uwe","id":"1825"},{"id":"1804","orcid":"0000-0002-3325-7887","full_name":"Lohweg, Volker","first_name":"Volker","last_name":"Lohweg"}],"date_created":"2019-12-04T10:09:57Z","publication_identifier":{"eisbn":["978-1-4799-3696-0 "],"eissn":["2327-1698 "]},"title":"Fast Evidence-based Information Fusion","department":[{"_id":"DEP5023"}],"publication_status":"published"}