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Robot Operating System

From Wikipedia, the free encyclopedia
Set of software frameworks for robot software development

Robot Operating System
A minimalistic logotype consisting of nine dots arranged in the three-by-three grid and "ROS" to the right. All elements of the dark shade of blue.
Cart pushing simulation in RVIZ
Original authorsWillow Garage
Stanford Artificial Intelligence Laboratory
Open Robotics
Initial release2007; 19 years ago (2007)
Stable release
Jazzy Jalisco[1] / 27 May 2024; 20 months ago (2024-05-27)
Preview release
Kilted Kaiju (ROS 2)[2]
Written inC++,Python, andLisp
Operating systemLinux,macOS (experimental),Windows 10 (experimental)
TypeRobotics suite,OS,library
LicenseApache 2.0
Websiteros.org Edit this on Wikidata
Repository
As ofFebruary 2025

Robot Operating System (ROS orros) is anopen-sourcerobotics middleware suite. Although ROS is not anoperating system (OS) but a set ofsoftware frameworks forrobot softwaredevelopment, it provides services designed for a heterogeneouscomputer cluster such ashardware abstraction, low-leveldevice control, implementation of commonly used functionality,message-passing between processes, andpackage management. Running sets of ROS-based processes are represented in agraph architecture where processing takes place in nodes that may receive, post, andmultiplex sensor data, control, state, planning, actuator, and other messages. Despite the importance of reactivity andlow latency in robot control, ROS isnot areal-time operating system (RTOS). However, it is possible to integrate ROS withreal-time computing code.[3] The lack of support for real-time systems has been addressed in the creation of ROS 2,[4][5][6] a major revision of the ROS API which will take advantage of modern libraries and technologies for core ROS functions and add support for real-time code andembedded system hardware.

Software in the ROSEcosystem[7] can be separated into three groups:

  • language- and platform-independent tools used for building and distributing ROS-based software;
  • ROS client library implementations such as roscpp,[8] rospy,[9] and roslisp;[10]
  • packages containing application-related code that uses one or more ROS client libraries.[11]

Both the language-independent tools and the main client libraries (C++,Python, andLisp) are released under the terms of theBSD license, and as such areopen-source software and free for both commercial and research use. The majority of other packages are licensed under a variety ofopen-source licenses. These other packages implement commonly used functionality and applications such as hardware drivers, robot models, datatypes, planning,perception,simultaneous localization and mapping (SLAM),simulation tools, and otheralgorithms.

The main ROS client libraries are geared toward aUnix-like system, mostly because of their dependence on large sets of open-source software dependencies. For these client libraries,Ubuntu Linux is listed as "Supported" while other variants such asFedora Linux,macOS, andMicrosoft Windows are designated "experimental" and are supported by the community.[12] The native Java ROS client library, rosjava,[13] however, does not share these limitations and has enabled ROS-based software to be written for theAndroid OS.[14] rosjava has also enabled ROS to be integrated into an officially supportedMATLAB toolbox which can be used onLinux,macOS, and Microsoft Windows.[15] AJavaScript client library, roslibjs[16] has also been developed which enables integration of software into a ROS system via any standards-compliant web browser.

History

[edit]

Early days at Stanford (2007 and earlier)

[edit]

Sometime before 2007, the first pieces of what eventually would become ROS began coalescing atStanford University.[17][18] Eric Berger and Keenan Wyrobek, PhD students working in Kenneth Salisbury's[19] The Robotics laboratory at Stanford, was leading the Personal Robotics Program.[20] While working on robots to do manipulation tasks in human environments, the two students noticed that many of their colleagues were held back by the diverse nature of robotics: an excellent software developer might not have the hardware knowledge required, someone developing state of the art path planning might not know how to do the computer vision required. In an attempt to remedy this situation, the two students set out to make a baseline system that would provide a starting place for others in academia to build upon. In the words of Eric Berger, "something that didn’t suck, in all of those different dimensions".[17]

In their first steps towards this unifying system, the two built thePR1 as a hardware prototype and began to work on software from it, borrowing the best practices from other early open-source robotic software frameworks, particularly switchyard, a system that Morgan Quigley, another Stanford PhD student, had been working on in support of the STanford Artificial Intelligence Robot (STAIR)[21][22][23][24] by theStanford Artificial Intelligence Laboratory. Early funding of US$50,000 was provided byJoanna Hoffman andAlain Rossmann, which supported the development of the PR1. While seeking funding for further development,[25] Eric Berger and Keenan Wyrobek met Scott Hassan, the founder ofWillow Garage, atechnology incubator which was working on an autonomous SUV and a solar autonomous boat. Hassan shared Berger and Wyrobek's vision of a "Linux for robotics", and invited them to come and work at Willow Garage. Willow Garage was started in January 2007, and the first commit of ROS code was made to SourceForge on 7 November 2007.[26]

Willow Garage (2007–2013)

[edit]

Willow Garage began developing the PR2 robot as a follow-up to the PR1, and ROS as the software to run it. Groups from more than twenty institutions made contributions to ROS, both the core software and the growing number of packages that worked with ROS to form a greater software ecosystem.[27][28] That people outside of Willow were contributing to ROS (especially from Stanford's STAIR project) meant that ROS was a multi-robot platform from the start. While Willow Garage had originally had other projects in progress, they were scrapped in favor of the Personal Robotics Program: which focused on producing the PR2 as a research platform for academia and ROS as the open-source robotics stack that would underlie both academic research and tech startups, much like theLAMP stack did for web-based startups.

In December 2008, Willow Garage met the first of its three internal milestones: continuous navigation for the PR2 over two days and a distance of pi kilometers.[29] Soon after, an early version of ROS (0.4 Mango Tango)[30] was released, followed by the first RVIZ documentation and the first paper on ROS.[28] In early summer, the second internal milestone: having the PR2 navigate the office, open doors, and plug itself it in, was reached.[31] This was followed in August by the initiation of the ROS.org website.[32] Early tutorials on ROS were posted in December,[33] preparing for the release of ROS 1.0, in January 2010.[34] This was Milestone 3: producing tons of documentation and tutorials for the enormous abilities that Willow Garage's engineers had developed over the preceding 3 years.

Following this, Willow Garage achieved one of its longest-held goals: giving away 10 PR2 robots to worthy academic institutions. This had long been a goal of the founders, as they felt that the PR2 could kick-start robotics research around the world. They ended up awarding eleven PR2s to different institutions, includingUniversity of Freiburg (Germany),Robert Bosch GmbH,Georgia Institute of Technology,KU Leuven (Belgium),Massachusetts Institute of Technology (MIT),Stanford University,Technical University of Munich (Germany),University of California, Berkeley,University of Pennsylvania,University of Southern California (USC), andUniversity of Tokyo (Japan).[35] This, combined with Willow Garage's highly successful internship program[36] (run from 2008 to 2010 byMelonee Wise), helped to spread the word about ROS throughout the robotics world. The first official ROS distribution release: ROS Box Turtle, was released on 2 March 2010, marking the first time that ROS was officially distributed with a set of versioned packages for public use. These developments led to the first drone running ROS,[37] the first autonomous car running ROS,[38] and the adaption of ROS forLego Mindstorms.[39] With the PR2 Beta program well underway, the PR2 robot was officially released for commercial purchase on 9 September 2010.[40]

An image of Robot Operating System (ROS) running in Antarctica

2011 was a banner year for ROS with the launch of ROS Answers, a Q/A forum for ROS users, on 15 February;[41] the introduction of the highly successfulTurtleBot robot kit on 18 April;[42] and the total number of ROS repositories passing 100 on 5 May.[43] Willow Garage began 2012 by creating theOpen Source Robotics Foundation (OSRF)[44] in April. The OSRF was immediately awarded a software contract by theDefense Advanced Research Projects Agency (DARPA).[45] Later that year, the first ROSCon was held in St. Paul, Minnesota,[46] the first book on ROS,ROS By Example,[47] was published, andBaxter, the first commercial robot to run ROS, was announced byRethink Robotics.[48] Soon after passing its fifth anniversary in November, ROS began running on every continent on 3 December 2012.[49]

In February 2013, the OSRF became the primary software maintainers for ROS,[50] foreshadowing the announcement in August that Willow Garage would be absorbed by its founders,Suitable Technologies.[51] At this point, ROS had released seven major versions (up to ROS Groovy),[52] and had users all over the globe. This chapter of ROS development would be finalized whenClearpath Robotics took over support responsibilities for PR2 in early 2014.[53]

OSRF and Open Robotics (2013–present)

[edit]

In the years since OSRF took over the primary development of ROS, a new version has been released every year,[52] while interest in ROS continues to grow. ROSCons have occurred every year since 2012, co-located with eitherICRA orIROS, two flagship robotics conferences. Meetups of ROS developers have been organized in a variety of countries,[54][55][56] a number of ROS books have been published,[57] and many educational programs initiated.[58][59] On 1 September 2014,NASA announced the first robot to run ROS in space:Robotnaut 2, on theInternational Space Station.[60] In 2017, the OSRF changed its name toOpen Robotics. Tech giantsAmazon andMicrosoft began to take an interest in ROS during this time, with Microsoft porting core ROS to Windows in September 2018,[61] followed by Amazon Web Services releasing RoboMaker in November 2018.[62]

Perhaps the most important development of the OSRF/Open Robotics years thus far (not to discount the explosion of robot platforms that began to support ROS or the enormous improvements in each ROS version) was the proposal of ROS 2, a significant API change to ROS which is intended to supportreal-time programming, a wider variety of computing environments, and more modern technology.[63] ROS 2 was announced at ROSCon 2014,[64] the first commits to the ros2 repository were made in February 2015, followed by alpha releases in August 2015.[65] The first distribution release of ROS 2, Ardent Apalone, was released on 8 December 2017,[65] ushering in a new era of next-generation ROS development.

Design

[edit]

Philosophy

[edit]
An image depicting the ROS equation: Plumbing + Tools + Capabilities + Ecosystem = ROS!
An image depicting the ROS equation: Plumbing + Tools + Capabilities + Ecosystem = ROS!

ROS was designed to be open source, intending that users would be able to choose the configuration of tools and libraries that interacted with the core of ROS so that users could shift their software stacks to fit their robot and application area. As such, there is very little which is core to ROS, beyond the general structure within which programs must exist and communicate. In one sense, ROS is the underlying plumbing behind nodes and message passing. However, in reality, ROS is not only plumbing, but a rich and mature set of tools, a wide-ranging set of robot-agnostic abilities provided by packages, and a greater ecosystem of additions to ROS.

Computation graph model

[edit]

ROS processes are represented as nodes in a graph structure, connected by edges called topics.[66] ROS nodes can pass messages to one another through topics, make service calls to other nodes, provide a service for other nodes, or set or retrieve shared data from a communal database called the parameter server. A process called the ROS1 Master[66] makes all of this possible by registering nodes to themselves, setting up node-to-node communication for topics, and controlling parameter server updates. Messages and service calls do not pass through the master, rather the master sets up peer-to-peer communication between all node processes after they register themselves with the master. This decentralized architecture lends itself well to robots, which often consist of a subset of networked computer hardware, and may communicate with off-board computers for heavy computing or commands.

Nodes

[edit]

A node represents one process running the ROS graph. Every node has a name, which registers with the ROS1 master before it can take any other actions. Multiple nodes with different names can exist under differentnamespaces, or a node can be defined as anonymous, in which case it will randomly generate an additional identifier to add to its given name. Nodes are at the center of ROS programming, as most ROS client code is in the form of a ROS node which takes actions based on information received from other nodes, sends information to other nodes, or sends and receives requests for actions to and from other nodes.

Topics

[edit]

Topics are namedbuses over which nodes send and receive messages.[67] Topic names must be unique within their namespace as well. To send messages to a topic, a node must publish to said topic, while to receive messages it must subscribe. The publish/subscribe model is anonymous: no node knows which nodes are sending or receiving on a topic, only that it is sending/receiving on that topic. The types of messages passed on a topic vary widely and can be user-defined. The content of these messages can be sensor data, motor control commands, state information, actuator commands, or anything else.

Services

[edit]

A node may also advertise services.[68] A service represents an action that a node can take which will have a single result. As such, services are often used for actions that have a defined start and end, such as capturing a one-frame image, rather than processing velocity commands to a wheel motor or odometer data from a wheel encoder. Nodes advertise services and call services from one another.

Parameter server

[edit]

The parameter server[68] is a database shared between nodes which allows for communal access to static or semi-static information. Data that does not change frequently and as such will be infrequently accessed, such as the distance between two fixed points in the environment, or the weight of the robot, are good candidates for storage in the parameter server.

Tools

[edit]

ROS's core functionality is augmented by a variety of tools that allow developers to visualize and record data, easily navigate the ROS package structures, and create scripts automating complex configuration and setup processes. The addition of these tools greatly increases the abilities of systems using ROS by simplifying and providing solutions to several common robotics development problems. These tools are provided in packages like any other algorithm, but rather than providing implementations of hardware drivers or algorithms for various robotic tasks, these packages provide task and robot-agnostic tools that come with the core of most modern ROS installations.

rviz

[edit]

rviz[69] (Robot Visualization tool) is a three-dimensional visualizer used to visualize robots, the environments they work in, and sensor data. It is a highly configurable tool, with many different types of visualizations and plugins. Unified Robot Description Format (URDF) is anXML file format for robot model description.

rosbag

[edit]

rosbag[70] is a command line tool used to record and playback ROS message data. rosbag uses a file format called bags,[71] which log ROS messages by listening to topics and recording messages as they come in. Playing messages back from a bag is largely the same as having the original nodes that produced the data in the ROS computation graph, making bags a useful tool for recording data to be used in later development. While rosbag is a command line only tool, rqt_bag[72] provides a GUI interface to rosbag.

catkin

[edit]

catkin[73] is the ROS1 build system, having replaced rosbuild[74] as of ROS Groovy. catkin is based onCMake and is similarly cross-platform, open-source, and language-independent. As of ROS2 catkin is no longer in use, but still maintained for legacy support.[75]

rosbash

[edit]

The rosbash[76] package provides a suite of tools which augment the functionality of thebash shell. These tools include rosls, roscd, and roscp, which replicate the functionalities ofls,cd, andcp respectively. The ROS versions of these tools allow users to use ros package names in place of the file path where the package is located. The package also adds tab-completion to most ROS utilities and includes rosed, which edits a given file with the chosen default text editor, as well rosrun, which runs executables in ROS packages. rosbash supports the same functionalities forzsh andtcsh, to a lesser extent.

roslaunch

[edit]

roslaunch[77] is a tool used to launch multiple ROS nodes both locally and remotely, as well as setting parameters on the ROS parameter server. roslaunch configuration files, which are written usingXML can easily automate a complex startup and configuration process into a single command. roslaunch scripts can include other roslaunch scripts, launch nodes on specific machines, and even restart processes that die during execution.

Packages of note

[edit]

ROS contains many open-source implementations of common robotics functionality and algorithms. These open-source implementations are organized into packages. Many packages are included as part of ROS distributions, while others may be developed by individuals and distributed through code-sharing sites such as github. Some packages of note include:

Systems and tools

[edit]
  • actionlib[78] provides a standardized interface for interfacing with preemptable tasks.
  • nodelet[79] provides a way to run multiple algorithms in a single process.
  • rosbridge[80] provides a JSON API to ROS functionalities for non-ROS programs.

Mapping and localization

[edit]

Navigation

[edit]
  • navigation[85] provides the capability of navigating a mobile robot in a planar environment.

Manipulation

[edit]

Perception

[edit]
  • vision_opencv[88] is a meta-package which provides packages for integrating ROS withOpenCV.

Coordinate frame representation

[edit]
  • tf[89] provided a system for representing, tracking and transforming coordinate frames until ROS Hydro, when it was deprecated in favor of tf2.
  • tf2[90] is the second generation of the tf library, and provides the same abilities for ROS versions after Hydro.

Simulation

[edit]
  • gazebo_ros_pkgs[91] is a meta-package which provides packages for integrating ROS with theGazebo simulator.
  • stage[92] provides an interface for the 2DStage simulator.

Versions and releases

[edit]

ROS releases may be incompatible with other releases and are often referred to by code name rather than version number. ROS 2 currently releases a version every year in May, following the release of Ubuntu LTS versions.[93][94] These releases are alternating supported for 5 years (even years/LTS Ubuntu version release) and 1.5 years (uneven years/no LTS Ubuntu version release). ROS 1 does not see any new version. Aside from this, there has been the ROS-Industrial or ROS-I derivate project since at least 2012.

ROS 2

[edit]
ROS 2 Distribution Releases[65][95]
DistributionRelease datePosterEOL dateSupport duration
Rolling Ridley[96][97]
(rolling release with latest features)
progressing since
June 2020
The release poster for ROS 2 Rolling Ridley.N/AN/A
Lyrical Luth[98]May 2026N/AN/AN/A
Kilted Kaiju23 May 2025Kilted Kaiju LogoLatest version:November 20261.5 years
Jazzy Jalisco23 May 2024[99]The release poster for ROS 2 Jazzy Jalisco.Supported: May 20295 years
Iron Irwini23 May 2023[100]The release poster for ROS 2 Iron Irwini.Unsupported: November 20241.5 years
Humble Hawksbill23 May 2022[101]The release poster for ROS 2 Humble Hawksbill.Supported: May 20275 years
Galactic Geochelone23 May 2021[102]The release poster for ROS 2 Galactic Geochelone.Unsupported: December 20221.5 years
Foxy Fitzroy5 June 2020[103]Unsupported: June 20233 years
Eloquent Elusor22 November 2019The release poster ROS 2 Eloquent Elusor.Unsupported: November 20201 year
Dashing Diademata31 May 2019The release poster ROS 2 Dashing Diademata.Unsupported: May 20212 years
Crystal Clemmys14 December 2018The release poster ROS 2 Crystal Clemmys.Unsupported: December 20191 year
Bouncy Bolson2 July 2018The release poster ROS 2 Bouncy Bolson.Unsupported: July 20191 year
Ardent Apalone8 December 2017The release poster ROS 2 Ardent Apalone.Unsupported: December 20181 year
beta313 September 2017N/AUnsupported: December 20174 months
beta25 July 2017N/AUnsupported: September 20172 months
beta119 December 2016N/AUnsupported: July 20177 months
(ROS 2 real-time proposal)7 January 2016[104]N/AN/AN/A
alpha1 (Anchor) -
alpha8 (Hook-and-Loop)[105]
31 August 2015 -
5 October 2016[106]
N/AUnsupported: December 2016total: 16 months
("Why ROS 2?")20 July 2015[107]N/AN/AN/A
(batch CI jobs for ROS 2
andhttp://design.ros2.org)
referenced in Q&A
6 May 2015[108]
N/AN/AN/A
(first commits to
ROS 2 repository)
February 2015N/AN/AN/A
ROSCon 2014:[109][110]
"Next-generation ROS: Building on DDS",
"ROS 2.0: Developer preview"
12 September 2014N/AN/AN/A
Legend:
Unsupported
Supported
Latest version
Preview version
Future version

ROS 1

[edit]
ROS 1 Distribution Releases[52]
DistributionRelease datePosterEOL dateSupport duration
Noetic Ninjemys
(last ROS 1 release)
23 May 2020Unsupported: May 20255 years
Melodic Morenia23 May 2018Unsupported: 2023-05-305 years
Lunar Loggerhead23 May 2017Unsupported: 2019-05-302 years
Kinetic Kame23 May 2016Unsupported: 2021-05-305 years
Jade Turtle23 May 2015Unsupported: 2017-05-302 years
Indigo Igloo22 July 2014Unsupported: 2019-04-305 years
Hydro Medusa4 September 2013Unsupported: 2014-05-310.5 years
Groovy Galapagos31 December 2012Unsupported: 2014-07-312 years
Fuerte Turtle23 April 2012Unsupported: --N/a
Electric Emys30 August 2011Unsupported: --N/a
Diamondback2 March 2011Unsupported: --N/a
C Turtle2 August 2010Unsupported: --N/a
Box Turtle2 March 2010Unsupported: --N/a
(Initial Release)2007n/aUnsupported: --N/a
Legend:
Unsupported
Supported
Latest version
Preview version
Future version

ROS-Industrial

[edit]

ROS-Industrial[111] is an open-source project (BSD (legacy)/Apache 2.0 (preferred) license) that extends the advanced abilities of ROS to manufacturing automation and robotics. In the industrial environment, there are two different approaches to programming a robot: either through an external proprietary controller, typically implemented using ROS, or via the respective native programming language of the robot. ROS can therefore be seen as the software-based approach to programming industrial robots instead of the classic robot controller-based approach.

The ROS-Industrial repository includes interfaces for common industrial manipulators, grippers, sensors, and device networks. It also provides software libraries for automatic 2D/3D sensor calibration, process path/motion planning, applications like Scan-N-Plan, developer tools like the Qt Creator ROS Plugin, and training curricula that are specific to the needs of manufacturers. ROS-I is supported by an international Consortium of industry and research members. The project began as a collaborative endeavor between Yaskawa Motoman Robotics, Southwest Research Institute, and Willow Garage to support the use of ROS for manufacturing automation, with the GitHub repository being founded in January 2012 by Shaun Edwards (SwRI). Currently, the Consortium is divided into three groups; the ROS-Industrial Consortium Americas (led by SwRI and located in San Antonio, Texas), the ROS-Industrial Consortium Europe (led by Fraunhofer IPA and located in Stuttgart, Germany), and the ROS-Industrial Consortium Asia Pacific (led by Advanced Remanufacturing and Technology Centre (ARTC) and Nanyang Technological University (NTU) and located in Singapore).

The Consortia supports the global ROS-Industrial community by conducting ROS-I training, providing technical support and setting the future roadmap for ROS-I, as well as conducting pre-competitive joint industry projects to develop new ROS-I abilities.[112]

Space ROS

[edit]

In November 2020, NASA announced Blue Origin had been selected through the Space Technology Mission Directorate's Announcement of Collaboration Opportunity (ACO) to co-developSpace Robot Operating System (Space ROS) together with three NASA centers.[113] The purpose of Space ROS is to provide a reusable and modular software framework for robotic and autonomous space systems predicated on ROS 2 that is compliant to aerospace mission and safety assurance requirements (such as NPR 7150.2 and DO-178C). The project was formulated and led byWill Chambers,[114] Blue Origin's principal technologist of robotics at the time. In 2021, Blue Origin subcontracted software development workload to Open Robotics who remained on the team until the program ended in 2022. Space ROS is currently an open community project.[115][116]PickNik Robotics and Open Source Robotics Foundation currently lead the Space ROS effort.[117]

ROS-compatible robots and hardware

[edit]

Robots

[edit]

SBCs and hardware

[edit]

See also

[edit]

References

[edit]
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Notes
  • STAIR: The STanford Artificial Intelligence Robot project,Andrew Y. Ng, Stephen Gould, Morgan Quigley,Ashutosh Saxena, Eric Berger. Snowbird, 2008.

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