Sensor Fusion by Two-Layer Conflict Solving

conference paper Sensor Fusion by Two-Layer Conflict Solving published Volker Lohweg author 18040000-0002-3325-7887 Uwe Mönks author 1825 DEP5023 department 2010 2nd International Workshop on Cognitive Information Processing Many of the existing fusion approaches based on Dempster-Shafer Theory (DST) tend to be unreliable in various scenarios. Therefore, this topic is still in discussion. In this work a Two-Layer Conflict Solving (TLCS) data fusion scheme is proposed which is based on Dempster-Shafer Theory and on Fuzzy-Pattern-Classification (FPC) concepts. The aim is to provide an approach to data fusion which provides a stable conflict scenario handling. Furthermore, the scheme can easily be extended to fuzzy classification and is applicable to sensor fusion applications. Therefore, the suggested approach will contribute as a novel fuzzy fusion method. 14-16 June, 2010, Elba Island (Tuscany), Italy2010Elba eng Noise measurementFuzzy setsNoiseSensor fusionLogic gatesFeature extractionFuses The 2nd International Workshop on Cognitive Information Processing 2327-1671 978-1-4244-6457-910.1109/CIP.2010.5604094 Lohweg, Volker, and Uwe Mönks. “Sensor Fusion by Two-Layer Conflict Solving.” The 2nd International Workshop on Cognitive Information Processing, 14-16 June, 2010, Elba Island (Tuscany), Italy, 2010, doi:<a href="https://doi.org/10.1109/CIP.2010.5604094">10.1109/CIP.2010.5604094</a>. Lohweg V, Mönks U. Sensor Fusion by Two-Layer Conflict Solving. In: The 2nd International Workshop on Cognitive Information Processing. 14-16 June, 2010, Elba Island (Tuscany), Italy; 2010. V. Lohweg, U. Mönks, Sensor Fusion by Two-Layer Conflict Solving, in: The 2nd International Workshop on Cognitive Information Processing, 14-16 June, 2010, Elba Island (Tuscany), Italy, 2010.

Lohweg, Volker ; Mönks, Uwe: Sensor Fusion by Two-Layer Conflict Solving. In: The 2nd International Workshop on Cognitive Information Processing : 14-16 June, 2010, Elba Island (Tuscany), Italy, 2010

Lohweg, Volker, and Uwe Mönks. “Sensor Fusion by Two-Layer Conflict Solving.” In The 2nd International Workshop on Cognitive Information Processing. 14-16 June, 2010, Elba Island (Tuscany), Italy, 2010. <a href="https://doi.org/10.1109/CIP.2010.5604094">https://doi.org/10.1109/CIP.2010.5604094</a>. V. Lohweg and U. Mönks, “Sensor Fusion by Two-Layer Conflict Solving,” in The 2nd International Workshop on Cognitive Information Processing, Elba, 2010. Lohweg, Volker/Mönks, Uwe (2010): Sensor Fusion by Two-Layer Conflict Solving, in: The 2nd International Workshop on Cognitive Information Processing. V. Lohweg, U. Mönks, in: The 2nd International Workshop on Cognitive Information Processing, 14-16 June, 2010, Elba Island (Tuscany), Italy, 2010. Lohweg V, Mönks U. Sensor Fusion by Two-Layer Conflict Solving. In: The 2nd International Workshop on Cognitive Information Processing. 14-16 June, 2010, Elba Island (Tuscany), Italy; 2010. doi:<a href="https://doi.org/10.1109/CIP.2010.5604094">10.1109/CIP.2010.5604094</a>

Lohweg, Volker und Uwe Mönks. 2010. Sensor Fusion by Two-Layer Conflict Solving. In: The 2nd International Workshop on Cognitive Information Processing. 14-16 June, 2010, Elba Island (Tuscany), Italy. doi:<a href="https://doi.org/10.1109/CIP.2010.5604094,">10.1109/CIP.2010.5604094,</a> .

Lohweg V and Mönks U (2010) Sensor Fusion by Two-Layer Conflict Solving. The 2nd International Workshop on Cognitive Information Processing. 14-16 June, 2010, Elba Island (Tuscany), Italy. Lohweg, V., & Mönks, U. (2010). Sensor Fusion by Two-Layer Conflict Solving. In The 2nd International Workshop on Cognitive Information Processing. Elba: 14-16 June, 2010, Elba Island (Tuscany), Italy. <a href="https://doi.org/10.1109/CIP.2010.5604094">https://doi.org/10.1109/CIP.2010.5604094</a> 20862019-12-02T08:04:18Z2023-03-15T13:49:38Z