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slam_coreslam: coreslam

Package Summary

This package contains CoreSLAM, from OpenSlam, and a ROS wrapper.

• Author: Bruno Steuxa and Oussama El Hamzaoui; ROS Wrapper by Michael Ferguson
• License: MIT
• Repository: albany-ros-pkg
• Source: svn http://albany-ros-pkg.googlecode.com/svn/trunk/slam_coreslam/coreslam

Hardware Requirements

To use CoreSLAM, you need a mobile robot that provides odometry data and is equipped with a horizontally-mounted, fixed, laser range-finder. The slam_coreslam node will attempt to transform each incoming scan into the odom (odometry) tf frame. See the "Required tf transforms" for more on required transforms.

Example

To make a map from a robot with a laser publishing scans on the base_scan topic:

rosrun coreslam slam_coreslam scan:=base_scan

Nodes

slam_coreslam

The slam_coreslam node takes in sensor_msgs/LaserScan messages and builds a map (nav_msgs/OccupancyGrid). The map can be retrieved via a ROS topic or service.

Subscribed Topics

tf (tf/tfMessage)

• Transforms necessary to relate frames for laser, base, and odometry (see below)

scan (sensor_msgs/LaserScan)

• Laser scans to create the map from

Published Topics

map_metadata (nav_msgs/MapMetaData)

• Get the map data from this topic, which is latched, and updated periodically.

map (nav_msgs/OccupancyGrid)

• Get the map data from this topic, which is latched, and updated periodically

Services

dynamic_map (nav_msgs/GetMap)

• Call this service to get the map data

Parameters

~throttle_scans (int, default: 1)

• Process 1 out of every this many scans (set it to a higher number to skip more scans)

~base_frame (string, default: "base_link")

• The frame attached to the mobile base.

~map_frame (string, default: "map")

• The frame attached to the map.

~odom_frame (string, default: "odom")

• The frame attached to the odometry system.

~map_update_interval (float, default: 5.0)

• How long (in seconds) between updates to the map. Lowering this number updates the occupancy grid more often, at the expense of greater computational load.

~delta (float, default: 0.05)

• Resolution of the map.

~sigma_xy (float, default: 0.1)

• Standard deviation in x and y directions for Monte Carlo sampling (in meters).

~sigma_theta (float, default: 0.35)

• Standard deviation for rotation in Monte Carlo sampling (in radians).

~hole_width (float, default: 0.6)

• Width of a hole (in meters). See CoreSLAM paper for details.

Required tf Transforms

<the frame attached to incoming scans> → base_link

• usually a fixed value, broadcast periodically by a robot_state_publisher, or a tf static_transform_publisher.

base_link → odom

• usually provided by the odometry system (e.g., the driver for the mobile base)

Provided tf Transforms

map → odom

• the current estimate of the robot's pose within the map frame