Multi-Robot Systems with ROS Lesson 1 Teaching Assistant: Roi Yehoshua [email protected] Summer 2015
Feb 23, 2016
(C)2014 Roi Yehoshua 2
Course Agenda• Working with multi robots in ROS• Handling communication and synchronization
between robots• Canonical multi-robot problems in ROS– Patrolling, Formation, Coverage, etc.
• Decision making system– We will be using CogniTAO, a decision making system
developed by Cogniteam
(C)2014 Roi Yehoshua 3
Course Requirements• Course grade will be composed of:– 40% Assignments– 40% Project– 20% Exam
(C)2014 Roi Yehoshua 4
Who am I?• My name is Roi Yehoshua• PhD Student at Bar-Ilan Robotics lab headed by
Prof. Gal Kaminka• Teaching assistant at the courses:– Introduction to Robotics (89-685)– Multi-Robot Systems (89-689)
• My home page: http://u.cs.biu.ac.il/~yehoshr1/
(C)2014 Roi Yehoshua 5
Today’s Agenda• Intro to Multi-Robots Systems in ROS• Multi Turtlesim Demo
(C)2014 Roi Yehoshua 6
Intro to Multi Robot Systems in ROSThree options to run a multi-robot system in ROS:• Running multiple instances of the same node on
the same computer• Running multiple nodes on different computers
using one common roscore• Establishing a multi-master network
(C)2014 Roi Yehoshua 7
Two Turtle Simulators• Now we will try to run two turtlesim nodes at the
same time• First start the ROS infrastructure by running in a
terminal the command:
• Then start the first turtle simulator node by running in a new terminal:
$ roscore
$ rosrun turtlesim turtlesim_node
(C)2014 Roi Yehoshua 8
Two Turtle Simulators
(C)2014 Roi Yehoshua 9
Two Turtle Simulators• Now try to run yet another turtlesim_node in a new
terminal:
• This naive approach does not work. Instead, the first turtle simulation terminates with a warning log and the new simulation node replaces the first one.
• Node names must be unique across the ROS system. If a second node is started with the same name as the first, the first will be shutdown automatically.
$ rosrun turtlesim turtlesim_node
(C)2014 Roi Yehoshua 10
Two Turtle Simulators
(C)2014 Roi Yehoshua 11
Two Turtle Simulators• To avoid name conflicts, you need to provide a
different node name for the second turtle simulator.
• The rosrun command does allow to assign a different name to the node
• You can provide a value to the __name parameter as the replacement for the default node name:$ rosrun turtlesim turtlesim_node __name:=turtlesim2
(C)2014 Roi Yehoshua 12
Two Turtle Simulators
(C)2014 Roi Yehoshua 13
Two Turtle Simulators• In this case the two nodes publish and subscribe
to the same topics• You can verify this by running the command
rostopic list
(C)2014 Roi Yehoshua 14
Two Turtle Simulators• This means you can use the same driver to
control both turtle simulations• In another terminal type:
• Use the keys to move both turtles together$ rosrun turtlesim turtle_teleop_key
(C)2014 Roi Yehoshua 15
Two Turtle Simulators
(C)2014 Roi Yehoshua 16
ROS Namespaces• A namespace can be viewed as a directory whose
contents are items of different names. – These items can be nodes, topics, services or even
other namespaces. • Each resource in ROS is defined within a
namespace, which it may share with other resources.
• This encapsulation isolates different portions of the system from accidentally grabbing the wrong named resource or globally hijacking names.
(C)2014 Roi Yehoshua 17
ROS Namespaces• Examples for resource names:– / (the global namespace)– /turtle1– /bar_ilan/robot/name– /wg/node1
(C)2014 Roi Yehoshua 18
ROS Namespaces• Usually topics related to a specific robot will be
mapped into a namespace. • For example, robot1 would receive commands on
the topic /robot1/cmd_vel, robot2 on the topic /robot2/cmd_vel, etc.
• They both could exchange messages via some topic, such as /shared_topic.
(C)2014 Roi Yehoshua 19
Changing Node Namespace• All nodes launch in the global namespace• You can change the namespace of a node by:– Setting the ROS_NAMESPACE environment variable– Using a launch file
• Changing the namespace of a node effectively remaps all of the names in that node. – Node name, topics, services and parameters will be
rescoped into a child namespace– This in effect "pushes it down" into a child namespace
(C)2014 Roi Yehoshua 20
Name Resolving• There are four types of Graph Resource Names in
ROS: base, relative, global, and private, which have the following syntax:baserelative/name/global/name~private/name
• By default, resolution is done relative to the node's namespace. – For example, the node /wg/node1 has the namespace
/wg, so the name node2 will resolve to /wg/node2.
(C)2014 Roi Yehoshua 21
Name Resolving• Names that start with a "/" are global - they are
considered fully resolved. – Global names should be avoided as much as possible
as they limit code portability.• Names that start with a "~" are private. They
convert the node's name into a namespace.– For example, node1 in namespace /wg/ has the
private namespace /wg/node1.– Private names are useful for passing parameters to a
specific node via the parameter server.
(C)2014 Roi Yehoshua 22
Name Resolution Examples
Private Global Relative (default) Node
~bar -> /node1/bar /bar -> /bar bar -> /bar /node1bar -> /wg/node2/bar /bar -> /bar bar -> /wg/bar /wg/node2~foo/bar ->/wg/node3/foo/bar
/foo/bar -> /foo/bar
foo/bar -> /wg/foo/bar /wg/node3
(C)2014 Roi Yehoshua 23
Two Turtle Simulators With Two Drivers• We illustrate the concept of namespace with two
turtle simulators driven by two instances of the draw_square driver.
• We will use a launch file that will run two instances of turtle_sim in two different namespaces
• This will ensure that the nodes have different names and also that within each simulation, nodes use different topic names.
(C)2014 Roi Yehoshua 24
Launch Files• Launch files (.launch) are XML configuration files
that specify the parameters to set and nodes to launch, as well as the machines that they should be run on.
• roslaunch is the command-line tool to run the launch file
• If you use roslaunch, you do not have to run roscore manually
(C)2014 Roi Yehoshua 25
Launch File• Create the file multi_turtlesim.launch
<launch> <group ns="sim1"> <node name="turtle" pkg="turtlesim" type="turtlesim_node"/> <node name="controller" pkg="turtlesim" type="draw_square"/> </group> <group ns="sim2"> <node name="turtle" pkg="turtlesim" type="turtlesim_node"/> <node name="controller" pkg="turtlesim" type="draw_square"/> </group></launch>
(C)2014 Roi Yehoshua 26
The <group> Tag• The <group> tag in a launch file is equivalent to
the top-level <launch> tag and simply acts as a container for the tags within. – This means that you can use any tag as you would
normally use it within a <launch> tag.• It has an ns attribute that lets you push the group
of nodes into a separate namespace.• The namespace can be global or relative, though
global namespaces are discouraged.
(C)2014 Roi Yehoshua 27
Two Turtle Simulators With Two Drivers
(C)2014 Roi Yehoshua 28
Two Turtle Simulators With Two Drivers• rqt_graph shows the active nodes and topics:
(C)2014 Roi Yehoshua 29
Remapping Arguments• Any ROS name within a node can be remapped
when it is launched at the command-line. • This is a powerful feature of ROS that lets you
launch the same node under multiple configurations from the command-line.
• The names that can be remapped include the node name, topic names, and Parameter names.
• Remapping arguments can be passed to any node and use the syntax name:=new_name.
(C)2014 Roi Yehoshua 30
Remapping Arguments• For example, to configure turtle_teleop_key
node to publish command velocities to the first turtle simulator, we first have to find out the name of the topic it publishes to
• This can be done by running rosnode info
(C)2014 Roi Yehoshua 31
Remapping Arguments
(C)2014 Roi Yehoshua 32
Remapping Arguments• Now remap the name of the topic
/turtle1/cmd_vel to /sim1/turtle1/cmd_vel$ rosrun turtlesim turtle_teleop_key /turtle1/cmd_vel:=/sim1/turtle1/cmd_vel
(C)2014 Roi Yehoshua 33
Remapping Arguments
(C)2014 Roi Yehoshua 34
The <remap> Tag • Remapping arguments can also be done in the
launch file using the <remap> tag• Attributes:
from="original-name“to="new-name“
(C)2014 Roi Yehoshua 35
Remapping Arguments In Launch File
<launch> <group ns="sim1"> <node name="turtle" pkg="turtlesim" type="turtlesim_node"/> </group> <group ns="sim2"> <node name="turtle" pkg="turtlesim" type="turtlesim_node"/> </group> <node pkg="turtlesim" name="teleop" type="turtle_teleop_key" output="screen"> <remap from="/turtle1/cmd_vel" to="/sim1/turtle1/cmd_vel"/> </node></launch>
(C)2014 Roi Yehoshua 36
Multi Robot Systems in ROSThree options to run a multi-robot system in ROS:• Running multiple instances of the same node on
the same computer• Running multiple nodes on different computers
using one common roscore• Establishing a multi-master network
(C)2014 Roi Yehoshua 37
Network Setup• A running ROS system can comprise dozens of
nodes, spread across multiple machines.• Depending on how the system is configured, any
node may need to communicate with any other node, at any time.
(C)2014 Roi Yehoshua 38
Network Setup• When running only one master, ROS has certain
requirements of the network configuration:– There must be complete, bi-directional connectivity
between all pairs of machines, on all ports.– Each machine must advertise itself by a name that all
other machines can resolve.
(C)2014 Roi Yehoshua 39
Network Setup• Find your IP address by typing the command
ifconfig and looking at inet addr
(C)2014 Roi Yehoshua 40
Network Setup• Assume that we want to run a ROS system on
two machines, with the following IP addresses:– 192.168.118.151 (machine A)– 192.168.118.154 (machine B)
(C)2014 Roi Yehoshua 41
Basic Check• Ping between machines– Ping machine A from machine B and vice versa
(C)2014 Roi Yehoshua 42
ROS_MASTER_URI• ROS_MASTER_URI is a required setting that tells
nodes where they can locate the master. • It should be set to the XML-RPC URI of the
master. • The default value is http://localhost:11311
(C)2014 Roi Yehoshua 43
ROS_MASTER_URI• Change ROS_MASTER_URI in machine B to point
to machine A IP address$ export ROS_MASTER_URI=http://192.168.118.151:11311
(C)2014 Roi Yehoshua 44
ROS_MASTER_URI• Run the master and turtlesim on machine A
• Now if you type rostopic list on machine B, you should see the topics advertised from the nodes in machine A
$ roscore$ rosrun turtlesim turtlesim_node
(C)2014 Roi Yehoshua 45
ROS_MASTER_URI• However, seeing the topics only shows you one
direction of communication. • Every computer needs to be able to talk to each
other (from/to) using whatever name this is known by to ROS.
• The host name used by ROS is defined by ROS_IP and ROS_HOSTNAME environment variables
(C)2014 Roi Yehoshua 46
Setting ROS_IP• ROS_IP and ROS_HOSTNAME are optional
environment variable that sets the declared network address of a ROS Node or tool. – When a ROS component reports a URI to the master
or other components, this value will be used. • Use ROS_IP for specifying an IP address,
and ROS_HOSTNAME for specifying a host name. – The options are mutually exclusive, if both are
set ROS_HOSTNAME will take precedence.
(C)2014 Roi Yehoshua 47
Setting ROS_IP• In machine A add to your .bashrc:
• Open a new terminal and make sure that ROS_IP is set properly
function get_ip_address { ifconfig | fgrep -v 127.0.0.1 | fgrep 'Mask:255.255.255.0' | egrep -o 'addr:[^ ]*' | sed 's/^.*://'; }export ROS_IP=$( get_ip_address )
(C)2014 Roi Yehoshua 48
Setting ROS_IP• You must set ROS_IP also on machine B• Add the following to your .bashrc on machine B
• Note that ROS_MASTER_URI on machine B points to the ROS_IP of machine A
function get_ip_address { ifconfig | fgrep -v 127.0.0.1 | fgrep 'Mask:255.255.255.0' | egrep -o 'addr:[^ ]*' | sed 's/^.*://'; }export ROS_IP=$( get_ip_address )export ROS_MASTER_URI=http://192.168.118.151:11311
(C)2014 Roi Yehoshua 49
Network Setup Summary• Both computers should have ROS_IP set to their
own IP address. • The one on which the master runs should have
ROS_MASTER_URI=http://localhost:11311 (the default)
• The one that connects to the master should have ROS_MASTER_URI=http://[IP_OF_MASTER_MACHINE]:11311
(C)2014 Roi Yehoshua 50
Testing Network SetupTo test your network setup:• Run roscore on machine A• Run turtlesim node on machine A• Now you will be able to publish messages to
topics on machine A from machine B
(C)2014 Roi Yehoshua 51
Testing Network Setup – Machine A
(C)2014 Roi Yehoshua 52
Testing Network Setup – Machine B
(C)2014 Roi Yehoshua 53
Homework (not for submission)• Run three instances of turtlesim at the same time• Control the first turtle with the keyboard• Make the second and the third turtles follow the
first one (use the mimic node)