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robotics, robotics for kids
Robotics is the interdisciplinary branch of engineering and science that includes mechanical engineering, electrical engineering, computer science and others Robotics deals with the design, construction, operation, and use of robots, as well as computer systems for their control, sensory feedback, and information processing

These technologies are used to develop machines that can substitute for humans Robots can be used in any situation and for any purpose, but today many are used in dangerous environments including bomb detection and de-activation, manufacturing processes, or where humans cannot survive Robots can take on any form but some are made to resemble humans in appearance This is said to help in the acceptance of a robot in certain replicative behaviors usually performed by people Such robots attempt to replicate walking, lifting, speech, cognition, and basically anything a human can do Many of today's robots are inspired by nature, contributing to the field of bio-inspired robotics

The concept of creating machines that can operate autonomously dates back to classical times, but research into the functionality and potential uses of robots did not grow substantially until the 20th century Throughout history, it has been frequently assumed that robots will one day be able to mimic human behavior and manage tasks in a human-like fashion Today, robotics is a rapidly growing field, as technological advances continue; researching, designing, and building new robots serve various practical purposes, whether domestically, commercially, or militarily Many robots are built to do jobs that are hazardous to people such as defusing bombs, finding survivors in unstable ruins, and exploring mines and shipwrecks Robotics is also used in STEM Science, Technology, Engineering, and Mathematics as a teaching aid


  • 1 Etymology
  • 2 History of robotics
  • 3 Robotic aspects
  • 4 Applications
  • 5 Components
    • 51 Power source
    • 52 Actuation
      • 521 Electric motors
      • 522 Linear actuators
      • 523 Series elastic actuators
      • 524 Air muscles
      • 525 Muscle wire
      • 526 Electroactive polymers
      • 527 Piezo motors
      • 528 Elastic nanotubes
    • 53 Sensing
      • 531 Touch
      • 532 Vision
      • 533 Other
    • 54 Manipulation
      • 541 Mechanical grippers
      • 542 Vacuum grippers
      • 543 General purpose effectors
    • 55 Locomotion
      • 551 Rolling robots
        • 5511 Two-wheeled balancing robots
        • 5512 One-wheeled balancing robots
        • 5513 Spherical orb robots
        • 5514 Six-wheeled robots
        • 5515 Tracked robots
      • 552 Walking applied to robots
        • 5521 ZMP Technique
        • 5522 Hopping
        • 5523 Dynamic balancing controlled falling
        • 5524 Passive dynamics
      • 553 Other methods of locomotion
        • 5531 Flying
        • 5532 Snaking
        • 5533 Skating
        • 5534 Climbing
        • 5535 Swimming Piscine
        • 5536 Sailing
    • 56 Environmental interaction and navigation
    • 57 Human-robot interaction
      • 571 Speech recognition
      • 572 Robotic voice
      • 573 Gestures
      • 574 Facial expression
      • 575 Artificial emotions
      • 576 Personality
      • 577 Social Intelligence
  • 6 Control
    • 61 Autonomy levels
  • 7 Robotics research
    • 71 Dynamics and kinematics
    • 72 Bionics and biomimetics
  • 8 Education and training
    • 81 Career training
    • 82 Certification
    • 83 Summer robotics camp
    • 84 Robotics competitions
    • 85 Robotics afterschool programs
  • 9 Employment
  • 10 Occupational safety and health implications of robotics
  • 11 See also
  • 12 References
  • 13 Further reading
  • 14 External links


The word robotics was derived from the word robot, which was introduced to the public by Czech writer Karel Čapek in his play RUR Rossum's Universal Robots, which was published in 1920 The word robot comes from the Slavic word robota, which means labour The play begins in a factory that makes artificial people called robots, creatures who can be mistaken for humans – very similar to the modern ideas of androids Karel Čapek himself did not coin the word He wrote a short letter in reference to an etymology in the Oxford English Dictionary in which he named his brother Josef Čapek as its actual originator

According to the Oxford English Dictionary, the word robotics was first used in print by Isaac Asimov, in his science fiction short story "Liar!", published in May 1941 in Astounding Science Fiction Asimov was unaware that he was coining the term; since the science and technology of electrical devices is electronics, he assumed robotics already referred to the science and technology of robots In some of Asimov's other works, he states that the first use of the word robotics was in his short story Runaround Astounding Science Fiction, March 1942 However, the original publication of "Liar!" predates that of "Runaround" by ten months, so the former is generally cited as the word's origin

History of robotics

See also: History of robots

In 1942 the science fiction writer Isaac Asimov created his Three Laws of Robotics

In 1948 Norbert Wiener formulated the principles of cybernetics, the basis of practical robotics

Fully autonomouss only appeared in the second half of the 20th century The first digitally operated and programmable robot, the Unimate, was installed in 1961 to lift hot pieces of metal from a die casting machine and stack them Commercial and industrial robots are widespread today and used to perform jobs more cheaply, more accurately and more reliably, than humans They are also employed in some jobs which are too dirty, dangerous, or dull to be suitable for humans Robots are widely used in manufacturing, assembly, packing and packaging, transport, earth and space exploration, surgery, weaponry, laboratory research, safety, and the mass production of consumer and industrial goods

Date Significance Robot Name Inventor
Third century BC and earlier One of the earliest descriptions of automata appears in the Lie Zi text, on a much earlier encounter between King Mu of Zhou 1023–957 BC and a mechanical engineer known as Yan Shi, an 'artificer' The latter allegedly presented the king with a life-size, human-shaped figure of his mechanical handiwork Yan Shi Chinese: 偃师
First century AD and earlier Descriptions of more than 100 machines and automata, including a fire engine, a wind organ, a coin-operated machine, and a steam-powered engine, in Pneumatica and Automata by Heron of Alexandria Ctesibius, Philo of Byzantium, Heron of Alexandria, and others
c 420 BCE A wooden, steam propelled bird, which was able to fly Archytas of Tarentum
1206 Created early humanoid automata, programmable automaton band Robot band, hand-washing automaton, automated moving peacocks Al-Jazari
1495 Designs for a humanoid robot Mechanical Knight Leonardo da Vinci
1738 Mechanical duck that was able to eat, flap its wings, and excrete Digesting Duck Jacques de Vaucanson
1898 Nikola Tesla demonstrates first radio-controlled vessel Teleautomaton Nikola Tesla
1921 First fictional automatons called "robots" appear in the play RUR Rossum's Universal Robots Karel Čapek
1930s Humanoid robot exhibited at the 1939 and 1940 World's Fairs Elektro Westinghouse Electric Corporation
1946 First general-purpose digital computer Whirlwind Multiple people
1948 Simple robots exhibiting biological behaviors Elsie and Elmer William Grey Walter
1956 First commercial robot, from the Unimation company founded by George Devol and Joseph Engelberger, based on Devol's patents Unimate George Devol
1961 First installed industrial robot Unimate George Devol
1973 First industrial robot with six electromechanically driven axes Famulus KUKA Robot Group
1974 The world’s first microcomputer controlled electric industrial robot, IRB 6 from ASEA, was delivered to a small mechanical engineering company in southern Sweden The design of this robot had been patented already 1972 IRB 6 ABB Robot Group
1975 Programmable universal manipulation arm, a Unimation product PUMA Victor Scheinman

Robotic aspects

Robotic construction Electrical aspect A level of programming

There are many types of robots; they are used in many different environments and for many different uses, although being very diverse in application and form they all share three basic similarities when it comes to their construction:

  1. Robots all have some kind of mechanical construction, a frame, form or shape designed to achieve a particular task For example, a robot designed to travel across heavy dirt or mud, might use caterpillar tracks The mechanical aspect is mostly the creator's solution to completing the assigned task and dealing with the physics of the environment around it Form follows function
  2. Robots have electrical components which power and control the machinery For example, the robot with caterpillar tracks would need some kind of power to move the tracker treads That power comes in the form of electricity, which will have to travel through a wire and originate from a battery, a basic electrical circuit Even petrol powered machines that get their power mainly from petrol still require an electric current to start the combustion process which is why most petrol powered machines like cars, have batteries The electrical aspect of robots is used for movement through motors, sensing where electrical signals are used to measure things like heat, sound, position, and energy status and operation robots need some level of electrical energy supplied to their motors and sensors in order to activate and perform basic operations
  3. All robots contain some level of computer programming code A program is how a robot decides when or how to do something In the caterpillar track example, a robot that needs to move across a muddy road may have the correct mechanical construction, and receive the correct amount of power from its battery, but would not go anywhere without a program telling it to move Programs are the core essence of a robot, it could have excellent mechanical and electrical construction, but if its program is poorly constructed its performance will be very poor or it may not perform at all There are three different types of robotic programs: remote control, artificial intelligence and hybrid A robot with remote control programing has a preexisting set of commands that it will only perform if and when it receives a signal from a control source, typically a human being with a remote control It is perhaps more appropriate to view devices controlled primarily by human commands as falling in the discipline of automation rather than robotics Robots that use artificial intelligence interact with their environment on their own without a control source, and can determine reactions to objects and problems they encounter using their preexisting programming Hybrid is a form of programming that incorporates both AI and RC functions


As more and more robots are designed for specific tasks this method of classification becomes more relevant For example, many robots are designed for assembly work, which may not be readily adaptable for other applications They are termed as "assembly robots" For seam welding, some suppliers provide complete welding systems with the robot ie the welding equipment along with other material handling facilities like turntables etc as an integrated unit Such an integrated robotic system is called a "welding robot" even though its discrete manipulator unit could be adapted to a variety of tasks Some robots are specifically designed for heavy load manipulation, and are labelled as "heavy duty robots"

Current and potential applications include:

  • Military robots
  • Caterpillar plans to develop remote controlled machines and expects to develop fully autonomous heavy robots by 2021 Some cranes already are remote controlled
  • It was demonstrated that a robot can perform a herding task
  • Robots are increasingly used in manufacturing since the 1960s In the auto industry they can amount for more than half of the "labor" There are even "lights off" factories such as an IBM keyboard manufacturing factory in Texas that is 100% automated
  • Robots such as HOSPI are used as couriers in hospitals hospital robot Other hospital tasks performed by robots are receptionists, guides and porters helpers,
  • Robots can serve as waiters and cooks, also at home Boris is a robot that can load a dishwasher
  • Robot combat for sport – hobby or sport event where two or more robots fight in an arena to disable each other This has developed from a hobby in the 1990s to several TV series worldwide
  • Cleanup of contaminated areas, such as toxic waste or nuclear facilities
  • Agricultural robots AgRobots,
  • Domestic robots, cleaning and caring for the elderly
  • Medical robots performing low-invasive surgery
  • Household robots with full use
  • Nanorobots


Power source

Further information: Power supply and Energy storage

At present mostly lead–acid batteries are used as a power source Many different types of batteries can be used as a power source for robots They range from lead–acid batteries, which are safe and have relatively long shelf lives but are rather heavy compared to silver–cadmium batteries that are much smaller in volume and are currently much more expensive Designing a battery-powered robot needs to take into account factors such as safety, cycle lifetime and weight Generators, often some type of internal combustion engine, can also be used However, such designs are often mechanically complex and need a fuel, require heat dissipation and are relatively heavy A tether connecting the robot to a power supply would remove the power supply from the robot entirely This has the advantage of saving weight and space by moving all power generation and storage components elsewhere However, this design does come with the drawback of constantly having a cable connected to the robot, which can be difficult to manage Potential power sources could be:

  • pneumatic compressed gases
  • Solar power using the sun's energy and converting it into electrical power
  • hydraulics liquids
  • flywheel energy storage
  • organic garbage through anaerobic digestion
  • nuclear


Main article: Actuator A robotic leg powered by air muscles

Actuators are the "muscles" of a robot, the parts which convert stored energy into movement By far the most popular actuators are electric motors that rotate a wheel or gear, and linear actuators that control industrial robots in factories There are some recent advances in alternative types of actuators, powered by electricity, chemicals, or compressed air

Electric motors

Main article: Electric motor

The vast majority of robots use electric motors, often brushed and brushless DC motors in portable robots or AC motors in industrial robots and CNC machines These motors are often preferred in systems with lighter loads, and where the predominant form of motion is rotational

Linear actuators

Main article: Linear actuator

Various types of linear actuators move in and out instead of by spinning, and often have quicker direction changes, particularly when very large forces are needed such as with industrial robotics They are typically powered by compressed air pneumatic actuator or an oil hydraulic actuator

Series elastic actuators

A spring can be designed as part of the motor actuator, to allow improved force control It has been used in various robots, particularly walking humanoid robots

Air muscles

Main article: Pneumatic artificial muscles

Pneumatic artificial muscles, also known as air muscles, are special tubes that expandtypically up to 40% when air is forced inside them They are used in some robot applications

Muscle wire

Main article: Shape memory alloy

Muscle wire, also known as shape memory alloy, Nitinol® or Flexinol® wire, is a material which contracts under 5% when electricity is applied They have been used for some small robot applications

Electroactive polymers

Main article: Electroactive polymers

EAPs or EPAMs are a new plastic material that can contract substantially up to 380% activation strain from electricity, and have been used in facial muscles and arms of humanoid robots, and to enable new robots to float, fly, swim or walk

Piezo motors

Main article: Piezoelectric motor

Recent alternatives to DC motors are piezo motors or ultrasonic motors These work on a fundamentally different principle, whereby tiny piezoceramic elements, vibrating many thousands of times per second, cause linear or rotary motion There are different mechanisms of operation; one type uses the vibration of the piezo elements to step the motor in a circle or a straight line Another type uses the piezo elements to cause a nut to vibrate or to drive a screw The advantages of these motors are nanometer resolution, speed, and available force for their size These motors are already available commercially, and being used on some robots

Elastic nanotubes

Further information: Nanotube

Elastic nanotubes are a promising artificial muscle technology in early-stage experimental development The absence of defects in carbon nanotubes enables these filaments to deform elastically by several percent, with energy storage levels of perhaps 10 J/cm3 for metal nanotubes Human biceps could be replaced with an 8 mm diameter wire of this material Such compact "muscle" might allow future robots to outrun and outjump humans


Main article: Robotic sensing

Sensors allow robots to receive information about a certain measurement of the environment, or internal components This is essential for robots to perform their tasks, and act upon any changes in the environment to calculate the appropriate response They are used for various forms of measurements, to give the robots warnings about safety or malfunctions, and to provide real time information of the task it is performing


Main article: Tactile sensor

Current robotic and prosthetic hands receive far less tactile information than the human hand Recent research has developed a tactile sensor array that mimics the mechanical properties and touch receptors of human fingertips The sensor array is constructed as a rigid core surrounded by conductive fluid contained by an elastomeric skin Electrodes are mounted on the surface of the rigid core and are connected to an impedance-measuring device within the core When the artificial skin touches an object the fluid path around the electrodes is deformed, producing impedance changes that map the forces received from the object The researchers expect that an important function of such artificial fingertips will be adjusting robotic grip on held objects

Scientists from several European countries and Israel developed a prosthetic hand in 2009, called SmartHand, which functions like a real one—allowing patients to write with it, type on a keyboard, play piano and perform other fine movements The prosthesis has sensors which enable the patient to sense real feeling in its fingertips


Main article: Computer vision See also: Vision processing unit

Computer vision is the science and technology of machines that see As a scientific discipline, computer vision is concerned with the theory behind artificial systems that extract information from images The image data can take many forms, such as video sequences and views from cameras

In most practical computer vision applications, the computers are pre-programmed to solve a particular task, but methods based on learning are now becoming increasingly common

Computer vision systems rely on image sensors which detect electromagnetic radiation which is typically in the form of either visible light or infra-red light The sensors are designed using solid-state physics The process by which light propagates and reflects off surfaces is explained using optics Sophisticated image sensors even require quantum mechanics to provide a complete understanding of the image formation process Robots can also be equipped with multiple vision sensors to be better able to compute the sense of depth in the environment Like human eyes, robots' "eyes" must also be able to focus on a particular area of interest, and also adjust to variations in light intensities

There is a subfield within computer vision where artificial systems are designed to mimic the processing and behavior of biological system, at different levels of complexity Also, some of the learning-based methods developed within computer vision have their background in biology


Other common forms of sensing in robotics use lidar, radar and sonar


KUKA industrial robot operating in a foundry Puma, one of the first industrial robots Baxter, a modern and versatile industrial robot developed by Rodney Brooks Further information: Mobile manipulator

Robots need to manipulate objects; pick up, modify, destroy, or otherwise have an effect Thus the "hands" of a robot are often referred to as end effectors, while the "arm" is referred to as a manipulator Most robot arms have replaceable effectors, each allowing them to perform some small range of tasks Some have a fixed manipulator which cannot be replaced, while a few have one very general purpose manipulator, for example a humanoid hand Learning how to manipulate a robot often requires a close feedback between human to the robot, although there are several methods for remote manipulation of robots

Mechanical grippers

One of the most common effectors is the gripper In its simplest manifestation it consists of just two fingers which can open and close to pick up and let go of a range of small objects Fingers can for example be made of a chain with a metal wire run through it Hands that resemble and work more like a human hand include the Shadow Hand and the Robonaut hand Hands that are of a mid-level complexity include the Delft hand Mechanical grippers can come in various types, including friction and encompassing jaws Friction jaws use all the force of the gripper to hold the object in place using friction Encompassing jaws cradle the object in place, using less friction

Vacuum grippers

Vacuum grippers are very simple astrictive devices, but can hold very large loads provided the prehension surface is smooth enough to ensure suction

Pick and place robots for electronic components and for large objects like car windscreens, often use very simple vacuum grippers

General purpose effectors

Some advanced robots are beginning to use fully humanoid hands, like the Shadow Hand, MANUS, and the Schunk hand These are highly dexterous manipulators, with as many as 20 degrees of freedom and hundreds of tactile sensors


Main articles: Robot locomotion and Mobile robot

Rolling robots

Segway in the Robot museum in Nagoya

For simplicity most mobile robots have four wheels or a number of continuous tracks Some researchers have tried to create more complex wheeled robots with only one or two wheels These can have certain advantages such as greater efficiency and reduced parts, as well as allowing a robot to navigate in confined places that a four-wheeled robot would not be able to

Two-wheeled balancing robots

Balancing robots generally use a gyroscope to detect how much a robot is falling and then drive the wheels proportionally in the same direction, to counterbalance the fall at hundreds of times per second, based on the dynamics of an inverted pendulum Many different balancing robots have been designed While the Segway is not commonly thought of as a robot, it can be thought of as a component of a robot, when used as such Segway refer to them as RMP Robotic Mobility Platform An example of this use has been as NASA's Robonaut that has been mounted on a Segway

One-wheeled balancing robots Main article: Self-balancing unicycle

A one-wheeled balancing robot is an extension of a two-wheeled balancing robot so that it can move in any 2D direction using a round ball as its only wheel Several one-wheeled balancing robots have been designed recently, such as Carnegie Mellon University's "Ballbot" that is the approximate height and width of a person, and Tohoku Gakuin University's "BallIP" Because of the long, thin shape and ability to maneuver in tight spaces, they have the potential to function better than other robots in environments with people

Spherical orb robots Main article: Spherical robot

Several attempts have been made in robots that are completely inside a spherical ball, either by spinning a weight inside the ball, or by rotating the outer shells of the sphere These have also been referred to as an orb bot or a ball bot

Six-wheeled robots

Using six wheels instead of four wheels can give better traction or grip in outdoor terrain such as on rocky dirt or grass

Tracked robots TALON military robots used by the United States Army

Tank tracks provide even more traction than a six-wheeled robot Tracked wheels behave as if they were made of hundreds of wheels, therefore are very common for outdoor and military robots, where the robot must drive on very rough terrain However, they are difficult to use indoors such as on carpets and smooth floors Examples include NASA's Urban Robot "Urbie"

Walking applied to robots

Walking is a difficult and dynamic problem to solve Several robots have been made which can walk reliably on two legs, however none have yet been made which are as robust as a human There has been much study on human inspired walking, such as AMBER lab which was established in 2008 by the Mechanical Engineering Department at Texas A&M University Many other robots have been built that walk on more than two legs, due to these robots being significantly easier to construct Walking robots can be used for uneven terrains, which would provide better mobility and energy efficiency than other locomotion methods Hybrids too have been proposed in movies such as I, Robot, where they walk on 2 legs and switch to 4 arms+legs when going to a sprint Typically, robots on 2 legs can walk well on flat floors and can occasionally walk up stairs None can walk over rocky, uneven terrain Some of the methods which have been tried are:

ZMP Technique Main article: Zero Moment Point

The Zero Moment Point ZMP is the algorithm used by robots such as Honda's ASIMO The robot's onboard computer tries to keep the total inertial forces the combination of Earth's gravity and the acceleration and deceleration of walking, exactly opposed by the floor reaction force the force of the floor pushing back on the robot's foot In this way, the two forces cancel out, leaving no moment force causing the robot to rotate and fall over However, this is not exactly how a human walks, and the difference is obvious to human observers, some of whom have pointed out that ASIMO walks as if it needs the lavatory ASIMO's walking algorithm is not static, and some dynamic balancing is used see below However, it still requires a smooth surface to walk on


Several robots, built in the 1980s by Marc Raibert at the MIT Leg Laboratory, successfully demonstrated very dynamic walking Initially, a robot with only one leg, and a very small foot, could stay upright simply by hopping The movement is the same as that of a person on a pogo stick As the robot falls to one side, it would jump slightly in that direction, in order to catch itself Soon, the algorithm was generalised to two and four legs A bipedal robot was demonstrated running and even performing somersaults A quadruped was also demonstrated which could trot, run, pace, and bound For a full list of these robots, see the MIT Leg Lab Robots page

Dynamic balancing controlled falling

A more advanced way for a robot to walk is by using a dynamic balancing algorithm, which is potentially more robust than the Zero Moment Point technique, as it constantly monitors the robot's motion, and places the feet in order to maintain stability This technique was recently demonstrated by Anybots' Dexter Robot, which is so stable, it can even jump Another example is the TU Delft Flame

Passive dynamics Main article: Passive dynamics

Perhaps the most promising approach utilizes passive dynamics where the momentum of swinging limbs is used for greater efficiency It has been shown that totally unpowered humanoid mechanisms can walk down a gentle slope, using only gravity to propel themselves Using this technique, a robot need only supply a small amount of motor power to walk along a flat surface or a little more to walk up a hill This technique promises to make walking robots at least ten times more efficient than ZMP walkers, like ASIMO

Other methods of locomotion

Flying Two robot snakes Left one has 64 motors with 2 degrees of freedom per segment, the right one 10

A modern passenger airliner is essentially a flying robot, with two humans to manage it The autopilot can control the plane for each stage of the journey, including takeoff, normal flight, and even landing Other flying robots are uninhabited, and are known as unmanned aerial vehicles UAVs They can be smaller and lighter without a human pilot on board, and fly into dangerous territory for military surveillance missions Some can even fire on targets under command UAVs are also being developed which can fire on targets automatically, without the need for a command from a human Other flying robots include cruise missiles, the Entomopter, and the Epson micro helicopter robot Robots such as the Air Penguin, Air Ray, and Air Jelly have lighter-than-air bodies, propelled by paddles, and guided by sonar


Several snake robots have been successfully developed Mimicking the way real snakes move, these robots can navigate very confined spaces, meaning they may one day be used to search for people trapped in collapsed buildings The Japanese ACM-R5 snake robot can even navigate both on land and in water


A small number of skating robots have been developed, one of which is a multi-mode walking and skating device It has four legs, with unpowered wheels, which can either step or roll Another robot, Plen, can use a miniature skateboard or roller-skates, and skate across a desktop

Capuchin, a climbing robot Climbing

Several different approaches have been used to develop robots that have the ability to climb vertical surfaces One approach mimics the movements of a human climber on a wall with protrusions; adjusting the center of mass and moving each limb in turn to gain leverage An example of this is Capuchin, built by Dr Ruixiang Zhang at Stanford University, California Another approach uses the specialized toe pad method of wall-climbing geckoes, which can run on smooth surfaces such as vertical glass Examples of this approach include Wallbot and Stickybot China's Technology Daily reported on November 15, 2008 that Dr Li Hiu Yeung and his research group of New Concept Aircraft Zhuhai Co, Ltd had successfully developed a bionic gecko robot named "Speedy Freelander" According to Dr Li, the gecko robot could rapidly climb up and down a variety of building walls, navigate through ground and wall fissures, and walk upside-down on the ceiling It was also able to adapt to the surfaces of smooth glass, rough, sticky or dusty walls as well as various types of metallic materials It could also identify and circumvent obstacles automatically Its flexibility and speed were comparable to a natural gecko A third approach is to mimic the motion of a snake climbing a pole Lastely one may mimic the movements of a human climber on a wall with protrusions; adjusting the center of mass and moving each limb in turn to gain leverage

Swimming Piscine

It is calculated that when swimming some fish can achieve a propulsive efficiency greater than 90% Furthermore, they can accelerate and maneuver far better than any man-made boat or submarine, and produce less noise and water disturbance Therefore, many researchers studying underwater robots would like to copy this type of locomotion Notable examples are the Essex University Computer Science Robotic Fish G9, and the Robot Tuna built by the Institute of Field Robotics, to analyze and mathematically model thunniform motion The Aqua Penguin, designed and built by Festo of Germany, copies the streamlined shape and propulsion by front "flippers" of penguins Festo have also built the Aqua Ray and Aqua Jelly, which emulate the locomotion of manta ray, and jellyfish, respectively

Robotic Fish: iSplash-II

In 2014 iSplash-II was developed by RJ Clapham PhD at Essex University It was the first robotic fish capable of outperforming real carangiform fish in terms of average maximum velocity measured in body lengths/ second and endurance, the duration that top speed is maintained This build attained swimming speeds of 116BL/s ie 37 m/s The first build, iSplash-I 2014 was the first robotic platform to apply a full-body length carangiform swimming motion which was found to increase swimming speed by 27% over the traditional approach of a posterior confined wave form

Sailing The autonomous sailboat robot Vaimos

Sailboat robots have also been developed in order to make measurements at the surface of the ocean A typical sailboat robot is Vaimos built by IFREMER and ENSTA-Bretagne Since the propulsion of sailboat robots uses the wind, the energy of the batteries is only used for the computer, for the communication and for the actuators to tune the rudder and the sail If the robot is equipped with solar panels, the robot could theoretically navigate forever The two main competitions of sailboat robots are WRSC, which takes place every year in Europe, and Sailbot

Environmental interaction and navigation

Main article: Robotic mapping Radar, GPS, and lidar, are all combined to provide proper navigation and obstacle avoidance vehicle developed for 2007 DARPA Urban Challenge

Though a significant percentage of robots in commission today are either human controlled, or operate in a static environment, there is an increasing interest in robots that can operate autonomously in a dynamic environment These robots require some combination of navigation hardware and software in order to traverse their environment In particular unforeseen events eg people and other obstacles that are not stationary can cause problems or collisions Some highly advanced robots such as ASIMO, and Meinü robot have particularly good robot navigation hardware and software Also, self-controlled cars, Ernst Dickmanns' driverless car, and the entries in the DARPA Grand Challenge, are capable of sensing the environment well and subsequently making navigational decisions based on this information Most of these robots employ a GPS navigation device with waypoints, along with radar, sometimes combined with other sensory data such as lidar, video cameras, and inertial guidance systems for better navigation between waypoints

Human-robot interaction

Main article: Human-robot interaction Kismet can produce a range of facial expressions

The state of the art in sensory intelligence for robots will have to progress through several orders of magnitude if we want the robots working in our homes to go beyond vacuum-cleaning the floors If robots are to work effectively in homes and other non-industrial environments, the way they are instructed to perform their jobs, and especially how they will be told to stop will be of critical importance The people who interact with them may have little or no training in robotics, and so any interface will need to be extremely intuitive Science fiction authors also typically assume that robots will eventually be capable of communicating with humans through speech, gestures, and facial expressions, rather than a command-line interface Although speech would be the most natural way for the human to communicate, it is unnatural for the robot It will probably be a long time before robots interact as naturally as the fictional C-3PO, or Data of Star Trek, Next Generation

Speech recognition

Main article: Speech recognition

Interpreting the continuous flow of sounds coming from a human, in real time, is a difficult task for a computer, mostly because of the great variability of speech The same word, spoken by the same person may sound different depending on local acoustics, volume, the previous word, whether or not the speaker has a cold, etc It becomes even harder when the speaker has a different accent Nevertheless, great strides have been made in the field since Davis, Biddulph, and Balashek designed the first "voice input system" which recognized "ten digits spoken by a single user with 100% accuracy" in 1952 Currently, the best systems can recognize continuous, natural speech, up to 160 words per minute, with an accuracy of 95%

Robotic voice

Other hurdles exist when allowing the robot to use voice for interacting with humans For social reasons, synthetic voice proves suboptimal as a communication medium, making it necessary to develop the emotional component of robotic voice through various techniques


Further information: Gesture recognition

One can imagine, in the future, explaining to a robot chef how to make a pastry, or asking directions from a robot police officer In both of these cases, making hand gestures would aid the verbal descriptions In the first case, the robot would be recognizing gestures made by the human, and perhaps repeating them for confirmation In the second case, the robot police officer would gesture to indicate "down the road, then turn right" It is likely that gestures will make up a part of the interaction between humans and robots A great many systems have been developed to recognize human hand gestures

Facial expression

Further information: Facial expression

Facial expressions can provide rapid feedback on the progress of a dialog between two humans, and soon may be able to do the same for humans and robots Robotic faces have been constructed by Hanson Robotics using their elastic polymer called Frubber, allowing a large number of facial expressions due to the elasticity of the rubber facial coating and embedded subsurface motors servos The coating and servos are built on a metal skull A robot should know how to approach a human, judging by their facial expression and body language Whether the person is happy, frightened, or crazy-looking affects the type of interaction expected of the robot Likewise, robots like Kismet and the more recent addition, Nexi can produce a range of facial expressions, allowing it to have meaningful social exchanges with humans

Artificial emotions

Artificial emotions can also be generated, composed of a sequence of facial expressions and/or gestures As can be seen from the movie Final Fantasy: The Spirits Within, the programming of these artificial emotions is complex and requires a large amount of human observation To simplify this programming in the movie, presets were created together with a special software program This decreased the amount of time needed to make the film These presets could possibly be transferred for use in real-life robots


Many of the robots of science fiction have a personality, something which may or may not be desirable in the commercial robots of the future Nevertheless, researchers are trying to create robots which appear to have a personality: ie they use sounds, facial expressions, and body language to try to convey an internal state, which may be joy, sadness, or fear One commercial example is Pleo, a toy robot dinosaur, which can exhibit several apparent emotions

Social Intelligence

The Socially Intelligent Machines Lab of the Georgia Institute of Technology researches new concepts of guided teaching interaction with robots Aim of the projects is a social robot learns task goals from human demonstrations without prior knowledge of high-level concepts These new concepts are grounded from low-level continuous sensor data through unsupervised learning, and task goals are subsequently learned using a Bayesian approach These concepts can be used to transfer knowledge to future tasks, resulting in faster learning of those tasks The results are demonstrated by the robot Curi who can scoop some pasta from a pot onto a plate and serve the sauce on top


Puppet Magnus, a robot-manipulated marionette with complex control systems RuBot II can resolve manually Rubik cubes Further information: Control system

The mechanical structure of a robot must be controlled to perform tasks The control of a robot involves three distinct phases – perception, processing, and action robotic paradigms Sensors give information about the environment or the robot itself eg the position of its joints or its end effector This information is then processed to be stored or transmitted, and to calculate the appropriate signals to the actuators motors which move the mechanical

The processing phase can range in complexity At a reactive level, it may translate raw sensor information directly into actuator commands Sensor fusion may first be used to estimate parameters of interest eg the position of the robot's gripper from noisy sensor data An immediate task such as moving the gripper in a certain direction is inferred from these estimates Techniques from control theory convert the task into commands that drive the actuators

At longer time scales or with more sophisticated tasks, the robot may need to build and reason with a "cognitive" model Cognitive models try to represent the robot, the world, and how they interact Pattern recognition and computer vision can be used to track objects Mapping techniques can be used to build maps of the world Finally, motion planning and other artificial intelligence techniques may be used to figure out how to act For example, a planner may figure out how to achieve a task without hitting obstacles, falling over, etc

Autonomy levels

TOPIO, a humanoid robot, played ping pong at Tokyo IREX 2009

Control systems may also have varying levels of autonomy

  1. Direct interaction is used for haptic or tele-operated devices, and the human has nearly complete control over the robot's motion
  2. Operator-assist modes have the operator commanding medium-to-high-level tasks, with the robot automatically figuring out how to achieve them
  3. An autonomous robot may go for extended periods of time without human interaction Higher levels of autonomy do not necessarily require more complex cognitive capabilities For example, robots in assembly plants are completely autonomous, but operate in a fixed pattern

Another classification takes into account the interaction between human control and the machine motions

  1. Teleoperation A human controls each movement, each machine actuator change is specified by the operator
  2. Supervisory A human specifies general moves or position changes and the machine decides specific movements of its actuators
  3. Task-level autonomy The operator specifies only the task and the robot manages itself to complete it
  4. Full autonomy The machine will create and complete all its tasks without human interaction

Robotics research

Further information: Open-source robotics, Evolutionary robotics, Areas of robotics, and Robotics simulator

Much of the research in robotics focuses not on specific industrial tasks, but on investigations into new types of robots, alternative ways to think about or design robots, and new ways to manufacture them but other investigations, such as MIT's cyberflora project, are almost wholly academic

A first particular new innovation in robot design is the opensourcing of robot-projects To describe the level of advancement of a robot, the term "Generation Robots" can be used This term is coined by Professor Hans Moravec, Principal Research Scientist at the Carnegie Mellon University Robotics Institute in describing the near future evolution of robot technology First generation robots, Moravec predicted in 1997, should have an intellectual capacity comparable to perhaps a lizard and should become available by 2010 Because the first generation robot would be incapable of learning, however, Moravec predicts that the second generation robot would be an improvement over the first and become available by 2020, with the intelligence maybe comparable to that of a mouse The third generation robot should have the intelligence comparable to that of a monkey Though fourth generation robots, robots with human intelligence, professor Moravec predicts, would become possible, he does not predict this happening before around 2040 or 2050

The second is evolutionary robots This is a methodology that uses evolutionary computation to help design robots, especially the body form, or motion and behavior controllers In a similar way to natural evolution, a large population of robots is allowed to compete in some way, or their ability to perform a task is measured using a fitness function Those that perform worst are removed from the population, and replaced by a new set, which have new behaviors based on those of the winners Over time the population improves, and eventually a satisfactory robot may appear This happens without any direct programming of the robots by the researchers Researchers use this method both to create better robots, and to explore the nature of evolution Because the process often requires many generations of robots to be simulated, this technique may be run entirely or mostly in simulation, then tested on real robots once the evolved algorithms are good enough Currently, there are about 10 million industrial robots toiling around the world, and Japan is the top country having high density of utilizing robots in its manufacturing industry

Dynamics and kinematics

Further information: Kinematics and Dynamics mechanics External video
How the BB-8 Sphero Toy Works

The study of motion can be divided into kinematics and dynamics Direct kinematics refers to the calculation of end effector position, orientation, velocity, and acceleration when the corresponding joint values are known Inverse kinematics refers to the opposite case in which required joint values are calculated for given end effector values, as done in path planning Some special aspects of kinematics include handling of redundancy different possibilities of performing the same movement, collision avoidance, and singularity avoidance Once all relevant positions, velocities, and accelerations have been calculated using kinematics, methods from the field of dynamics are used to study the effect of forces upon these movements Direct dynamics refers to the calculation of accelerations in the robot once the applied forces are known Direct dynamics is used in computer simulations of the robot Inverse dynamics refers to the calculation of the actuator forces necessary to create a prescribed end effector acceleration This information can be used to improve the control algorithms of a robot

In each area mentioned above, researchers strive to develop new concepts and strategies, improve existing ones, and improve the interaction between these areas To do this, criteria for "optimal" performance and ways to optimize design, structure, and control of robots must be developed and implemented

Bionics and biomimetics

Bionics and biomimetics apply the physiology and methods of locomotion of animals to the design of robots For example, the design of BionicKangaroo was based on the way kangaroos jump

Education and training

Main article: Educational robotics The SCORBOT-ER 4u educational robot

Robotics engineers design robots, maintain them, develop new applications for them, and conduct research to expand the potential of robotics Robots have become a popular educational tool in some middle and high schools, particularly in parts of the USA, as well as in numerous youth summer camps, raising interest in programming, artificial intelligence and robotics among students First-year computer science courses at some universities now include programming of a robot in addition to traditional software engineering-based coursework

Career training

Universities offer bachelors, masters, and doctoral degrees in the field of robotics Vocational schools offer robotics training aimed at careers in robotics


The Robotics Certification Standards Alliance RCSA is an international robotics certification authority that confers various industry- and educational-related robotics certifications

Summer robotics camp

Several national summer camp programs include robotics as part of their core curriculum In addition, youth summer robotics programs are frequently offered by celebrated museums such as the American Museum of Natural History and The Tech Museum of Innovation in Silicon Valley, CA, just to name a few

Robotics competitions

Main article: Robot competition

There are lots of competitions all around the globe One of the most important competitions is the FLL or FIRST Lego League The idea of this specific competition is that kids start developing knowledge and getting into robotics while playing with Legos since they are 9 years old This competition is associated with Ni or National Instruments

Robotics afterschool programs

Many schools across the country are beginning to add robotics programs to their after school curriculum Some major programs for afterschool robotics include FIRST Robotics Competition, Botball and BEST Robotics Robotics competitions often include aspects of business and marketing as well as engineering and design

The Lego company began a program for children to learn and get excited about robotics at a young age


A robot technician builds small all-terrain robots Courtesy: MobileRobots Inc Main article: Technological unemployment

Robotics is an essential component in many modern manufacturing environments As factories increase their use of robots, the number of robotics–related jobs grow and have been observed to be steadily rising The employment of robots in industries has increased productivity and efficiency savings and is typically seen as a long term investment for benefactors

Occupational safety and health implications of robotics

A discussion paper drawn up by EU-OSHA highlights how the spread of robotics presents both opportunities and challenges for occupational safety and health OSH

The greatest OSH benefits stemming from the wider use of robotics should be substitution for people working in unhealthy or dangerous environments In space, defence, security, or the nuclear industry, but also in logistics, maintenance and inspection, autonomous robots are particularly useful in replacing human workers performing dirty, dull or unsafe tasks, thus avoiding workers’ exposures to hazardous agents and conditions and reducing physical, ergonomic and psychosocial risks For example, robots are already used to perform repetitive and monotonous tasks, to handle radioactive material or to work in explosive atmospheres In the future, many other highly repetitive, risky or unpleasant tasks will be performed by robots in a variety of sectors like agriculture, construction, transport, healthcare, firefighting or cleaning services

Despite these advances, there are certain skills to which humans will be better suited than machines for some time to come and the question is how to achieve the best combination of human and robot skills The advantages of robotics include heavy-duty jobs with precision and repeatability, whereas the advantages of humans include creativity, decision-making, flexibility and adaptability This need to combine optimal skills has resulted in collaborative robots and humans sharing a common workspace more closely and led to the development of new approaches and standards to guarantee the safety of the “man-robot merger” Some European countries are including robotics in their national programmes and trying to promote a safe and flexible co-operation between robots and operators to achieve better productivity For example, the German Federal Institute for Occupational Safety and Health BAuA organises annual workshops on the topic “human-robot collaboration”

In future, co-operation between robots and humans will be diversified, with robots increasing their autonomy and human-robot collaboration reaching completely new forms Current approaches and technical standards aiming to protect employees from the risk of working with collaborative robots will have to be revised

See also

  • Robotics portal
  • Anderson Powerpole connector
  • Artificial intelligence
  • Autonomous robot
  • Cloud robotics
  • Cognitive robotics
  • Evolutionary robotics
  • Glossary of robotics
  • Index of robotics articles
  • Mechatronics
  • Multi-agent system
  • Outline of robotics
  • Robot rights
  • Soft robotics


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119 FLL 2016, March 24 Retrieved March 25, 2016, from http://wwwfirstinspiresorg/robotics/fll 120 Robotics Summer Camps nd Retrieved March 25, 2016, from http://wwwourkidsnet/robotics-campsphp 121 Practical Ed Tech Summer Camp 2016 Retrieved March 25, 2016, from http://practicaledtechcom/practical-ed-tech-summer-camp 122 VEX Robotics Competitions 2015 Retrieved March 25, 2016, from http://wwwroboteventscom/robot-competitions/vex-robotics-competitionlimit=500

Further reading

  • R Andrew Russell 1990 Robot Tactile Sensing New York: Prentice Hall ISBN 0-13-781592-1 

External links

Find more aboutRoboticsat Wikipedia's sister projects
  • Definitions from Wiktionary
  • Media from Commons
  • Textbooks from Wikibooks
  • Learning resources from Wikiversity
  • Robotics at DMOZ
  • IEEE Robotics and Automation Society
  • Future Robotics - The Human Algorithm
  • Investigation of social robots - Robots that mimic human behaviors and gestures
  • Wired's guide to the '50 best robots ever', a mix of robots in fiction Hal, R2D2, K9 to real robots Roomba, Mobot, Aibo

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