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[Feature] Robust Adaptive UKF #1685

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k0suke-murakami
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@k0suke-murakami k0suke-murakami commented Nov 5, 2018

Status

DEVELOPMENT

Description

This PR is implementing new feature Robust Adaptive UKF. autowarefoundation/autoware_ai#265
It enables imm_ukf_pda_track to track targets more consistenly.

Check how to launch a new feature.
Robust Adaptive UKF

Todos

  • Tests
  • Documentation

Unit tests

catkin_make run_tests_imm_ukf_pda_track_gtest_utest

Referenced paper
https://www.ncbi.nlm.nih.gov/pubmed/29518960

@k0suke-murakami
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Thank you for suggestions! All fixed by commit 92de884.

@hakuturu583
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@cirpue49 Looks good to me.
Please remove CI error.

@yn-mrse yn-mrse requested a review from hakuturu583 December 20, 2018 14:01
z_pred = z_pred + weights_s_(i) * z_sig.col(i);
}

Eigen::MatrixXd s;

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@cirpue49 The CI error comes from this block, s is being initialized by Eigen::VectorXd shouldn't it be Eigen::MatrixXd?

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You are right.
Thank you for your comment!

@gbiggs
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gbiggs commented Mar 15, 2019

@k0suke-murakami Is this going to be merged for 1.11? If not, please fork the repository and make a new pull request from there for it.

@gbiggs gbiggs added type:new-feature New functionalities or additions, feature requests. in review labels Mar 15, 2019
@k0suke-murakami
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Thanks, this PR is not going into ver 1.11.

@k0suke-murakami k0suke-murakami deleted the feature/imm_raukf_pdaf branch March 15, 2019 08:10
@sgermanserrano sgermanserrano mentioned this pull request Mar 15, 2019
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@mitsudome-r mitsudome-r added the version:autoware-ai Autoware.AI label Jun 14, 2022
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7 participants