A Logistic Regression Approach to Field Estimation Using Binary Measurements
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3200867
Abstract: In this letter, we consider the problem of field estimation using binary measurements. Previous work has formulated the problem as a parameter estimation problem, which can be solved in an online manner using sequential Monte… read more here.
Keywords: binary measurements; logistic regression; field estimation; estimation using ... See more keywords
Region-Restricted Sensor Placement Based on Gaussian Process for Sound Field Estimation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2022.3156012
Abstract: Sensor placement methods for field estimation based on Gaussian processes are proposed. Generally, sensor placement methods determine the appropriate placement positions by selecting them from predefined candidate positions. Many criteria for the selection have been… read more here.
Keywords: placement; sensor placement; field estimation;