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Published in 2019 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2019.2906929
Abstract: This letter proposes a new algorithm for Gaussian process classification based on posterior linearization (PL). In PL, a Gaussian approximation to the posterior density is obtained iteratively using the best possible linearization of the conditional…
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Keywords:
gaussian process;
linearization;
process classification;
posterior linearization ... See more keywords
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Published in 2019 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2019.2903569
Abstract: This paper proposes the posterior linearization backward simultaneous localization and mapping (PLB-SLAM) algorithm for batch SLAM problems. Based on motion and landmark measurements, we aim to estimate the trajectory of the mobile agent and the…
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Keywords:
linearization;
plb slam;
rao blackwellized;
posterior linearization ... See more keywords