Kalman filter

id: kalman-filter-165-2385905
title: Kalman filter
text: For statistics and control theory, Kalman filtering, also known as linear quadratic estimation, is an algorithm that uses a series of measurements observed over time, including statistical noise and other inaccuracies, and produces estimates of unknown variables that tend to be more accurate than those based on a single measurement alone, by estimating a joint probability distribution over the variables for each timeframe. The filter is constructed as a mean squared error minimiser, but an alter
brand slug: wiki
category slug: encyclopedia
description: Algorithm that estimates unknowns from a series of measurements over time
original url: https://en.wikipedia.org/wiki/Kalman_filter
date created: 2003-02-08T23:08:41Z
date modified: 2024-08-29T10:44:27Z
main entity: {"identifier":"Q846780","url":"https://www.wikidata.org/entity/Q846780"}
image: {"content_url":"https://upload.wikimedia.org/wikipedia/commons/a/a5/Basic_concept_of_Kalman_filtering.svg","width":1701,"height":861}
fields total: 13
integrity: 16

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