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Merge pull request #6 from sbgisen/feature/scaling_factor_covariance
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covariance scaling factor for individual element
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nyxrobotics authored Nov 16, 2022
2 parents 5c1361b + 65f87d7 commit d571373
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Showing 2 changed files with 13 additions and 16 deletions.
22 changes: 7 additions & 15 deletions apps/hdl_localization_nodelet.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -436,26 +436,18 @@ class HdlLocalizationNodelet : public nodelet::Nodelet {
odom.header.stamp = stamp;
odom.header.frame_id = "map";

double fitness_score_coefficient = private_nh.param<double>("odom_covariance_coefficient", 1.0);
tf::poseEigenToMsg(Eigen::Isometry3d(pose.cast<double>()), odom.pose.pose);
for (int i = 0; i < 36; i++) {
if (i % 7 == 0) {
odom.pose.covariance[i] = fitness_score_coefficient * fitness_score;
} else {
odom.pose.covariance[i] = 0.0;
}
}
odom.pose.covariance[0] = private_nh.param<double>("cov_scaling_factor_x", 1.0) * fitness_score;
odom.pose.covariance[7] = private_nh.param<double>("cov_scaling_factor_y", 1.0) * fitness_score;
odom.pose.covariance[14] = private_nh.param<double>("cov_scaling_factor_z", 1.0) * fitness_score;
odom.pose.covariance[21] = private_nh.param<double>("cov_scaling_factor_R", 1.0) * fitness_score;
odom.pose.covariance[28] = private_nh.param<double>("cov_scaling_factor_P", 1.0) * fitness_score;
odom.pose.covariance[35] = private_nh.param<double>("cov_scaling_factor_Y", 1.0) * fitness_score;

odom.child_frame_id = odom_child_frame_id;
odom.twist.twist.linear.x = 0.0;
odom.twist.twist.linear.y = 0.0;
odom.twist.twist.angular.z = 0.0;
for (int i = 0; i < 36; i++) {
if (i % 7 == 0) {
odom.twist.covariance[i] = fitness_score_coefficient * fitness_score;
} else {
odom.twist.covariance[i] = 0.0;
}
}

pose_pub.publish(odom);
}
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7 changes: 6 additions & 1 deletion launch/hdl_localization.launch
Original file line number Diff line number Diff line change
Expand Up @@ -62,7 +62,12 @@
<param name="init_ori_x" value="0.0" />
<param name="init_ori_y" value="0.0" />
<param name="init_ori_z" value="0.0" />
<param name="odom_covariance_coefficient" value="1.0" />
<param name="cov_scaling_factor_x" value="1.0" />
<param name="cov_scaling_factor_y" value="1.0" />
<param name="cov_scaling_factor_z" value="1.0" />
<param name="cov_scaling_factor_R" value="1.0" />
<param name="cov_scaling_factor_P" value="1.0" />
<param name="cov_scaling_factor_Y" value="1.0" />

<param name="use_global_localization" value="$(arg use_global_localization)" />
</node>
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