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

By Waseem Muhammad

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.

This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

• Format: Hardcover
• Language: English
• ISBN: 1013279034
• ISBN13: 9781013279034
• Release Date: October 2020
• Publisher: Saint Philip Street Press
• Length: 230 Pages
• Weight: 1.82 lbs.
• Dimensions: 0.6" x 8.5" x 11.0"