Robust and Regularized Algorithms for Vehicle Tractive Force Prediction and Mass Estimation

Robust and Regularized Algorithms for Vehicle Tractive Force Prediction and Mass Estimation

This work provides novel robust and regularized algorithms for parameter estimation with applications in vehicle tractive force prediction and mass estimation. Given a large record of real world data from test runs on public roads, recursive algorithms adjusted the unknown vehicle parameters under a...

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Superior document:Karlsruher Schriftenreihe Fahrzeugsystemtechnik / Institut für Fahrzeugsystemtechnik
:
Rhode, Stephan
Year of Publication:2018
Language:English
Series:Karlsruher Schriftenreihe Fahrzeugsystemtechnik / Institut für Fahrzeugsystemtechnik
Physical Description:1 electronic resource (XXIV, 196 p. p.)
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(oapen)https://directory.doabooks.org/handle/20.500.12854/58556
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record_format marc
spelling Rhode, Stephan auth
Robust and Regularized Algorithms for Vehicle Tractive Force Prediction and Mass Estimation
KIT Scientific Publishing 2018
1 electronic resource (XXIV, 196 p. p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Karlsruher Schriftenreihe Fahrzeugsystemtechnik / Institut für Fahrzeugsystemtechnik
This work provides novel robust and regularized algorithms for parameter estimation with applications in vehicle tractive force prediction and mass estimation. Given a large record of real world data from test runs on public roads, recursive algorithms adjusted the unknown vehicle parameters under a broad variation of statistical assumptions for two linear gray-box models.
English
Total Least Squares
errors-in-variables
robust estimation
Onlinefilter
recursive estimation
Robuste Schätzer
Systemidentifikation
system identification
3-7315-0807-9
language English
format eBook
author Rhode, Stephan
spellingShingle Rhode, Stephan
Robust and Regularized Algorithms for Vehicle Tractive Force Prediction and Mass Estimation
Karlsruher Schriftenreihe Fahrzeugsystemtechnik / Institut für Fahrzeugsystemtechnik
author_facet Rhode, Stephan
author_variant s r sr
author_sort Rhode, Stephan
title Robust and Regularized Algorithms for Vehicle Tractive Force Prediction and Mass Estimation
title_full Robust and Regularized Algorithms for Vehicle Tractive Force Prediction and Mass Estimation
title_fullStr Robust and Regularized Algorithms for Vehicle Tractive Force Prediction and Mass Estimation
title_full_unstemmed Robust and Regularized Algorithms for Vehicle Tractive Force Prediction and Mass Estimation
title_auth Robust and Regularized Algorithms for Vehicle Tractive Force Prediction and Mass Estimation
title_new Robust and Regularized Algorithms for Vehicle Tractive Force Prediction and Mass Estimation
title_sort robust and regularized algorithms for vehicle tractive force prediction and mass estimation
series Karlsruher Schriftenreihe Fahrzeugsystemtechnik / Institut für Fahrzeugsystemtechnik
series2 Karlsruher Schriftenreihe Fahrzeugsystemtechnik / Institut für Fahrzeugsystemtechnik
publisher KIT Scientific Publishing
publishDate 2018
physical 1 electronic resource (XXIV, 196 p. p.)
isbn 1000083492
3-7315-0807-9
illustrated Not Illustrated
work_keys_str_mv AT rhodestephan robustandregularizedalgorithmsforvehicletractiveforcepredictionandmassestimation
status_str n
ids_txt_mv (CKB)4920000000100996
(oapen)https://directory.doabooks.org/handle/20.500.12854/58556
(EXLCZ)994920000000100996
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hierarchy_parent_title Karlsruher Schriftenreihe Fahrzeugsystemtechnik / Institut für Fahrzeugsystemtechnik
is_hierarchy_title Robust and Regularized Algorithms for Vehicle Tractive Force Prediction and Mass Estimation
container_title Karlsruher Schriftenreihe Fahrzeugsystemtechnik / Institut für Fahrzeugsystemtechnik
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