Publications in Scientific Journals:
"Fusion of Continuous-valued Sensor Measurements using Confidence-weighted Averaging";
Journal of Vibration and Control,
This paper presents a method for fusing measurement samples from multiple sensors into a dependable robust estimation of a variable in the control environment. Each sensor measurement is represented by a measurement value and a confidence marker that corresponds to the respective variance of the measurement. We propose the Confidence-weighted Averaging (CWA) algorithm for fusing measurements with respect to the estimated variance of the measurement error. For calibrated sensors with uncorrelated error functions this algorithm is optimal for producing a result with minimum mean squared error.
"Official" electronic version of the publication (accessed through its Digital Object Identifier - DOI)
Created from the Publication Database of the Vienna University of Technology.