Artificial Intelligence - Robotics



Robotics is a domain in artificial intelligence that manages with the study of creating intelligent and proficient robots.

What are Robots?

Robots are the artificial operators acting in real world environment.

Objective

Robots are planned for manipulating the objects by perceiving, picking, moving, modifying the physical properties of object, destroying it, or to have an impact thereby freeing manpower from doing repetitive functions without getting bored, distracted, or depleted.

What is Robotics?

Robotics is a branch of AI, which is composed of Electrical Engineering, Mechanical Engineering, and Computer Science for designing, development, and application of robots.

Aspects of Robotics

  • The robots have mechanical construction, form, or shape intended to accomplish a particular task.

  • They have electrical components which power and control the machinery.

  • They contain some level of computer program that figures out what, when and how a robot does something.

Difference in Robot System and Other AI Program

Here is the difference between both−

AI Programs Robots
They usually work in computer-stimulated worlds. They work in real physical world
The input to an AI program is in symbols and rules. Inputs to robots is analog signal in the form of speech waveform or pictures
They need general purpose computers to work on. They need special hardware with sensors and effectors.

Robot Locomotion

Locomotion is the mechanism that makes a robot capable of moving in its environment. There are different types of locomotions −

  • Legged
  • Wheeled
  • Combination of Legged and Wheeled Locomotion
  • Tracked slip/skid

Legged Locomotion

  • This type of locomotion consumes more power while demonstrating walk, jump, trot, hop, climb up or down, etc.

  • It requires more number of motors to achieve a movement. It is appropriate for rough as well as smooth terrain where irregular or too smooth surface makes it consume more power for a wheeled locomotion. It is minimal difficult to implement because of stability issues.

  • It accompanies with the variety of one, two, four, and six legs. If a robot has multiple legs then leg coordination is necessary for locomotion.

The total number of possible gaits (a periodic sequence of lift and release events for each of the total legs) a robot can travel relies upon the number of its legs.

If a robot has k legs, then the number of possible events N = (2k-1)!.

In case of a two-legged robot (k=2), the number of possible events is N = (2k-1)! = (2*2-1)! = 3! = 6.

Hence there are six possible various events −

  • Lifting the Left leg
  • Releasing the Left leg
  • Lifting the Right leg
  • Releasing the Right leg
  • Lifting both the legs together
  • Releasing both the legs together

In case of k=6 legs, there are 39916800 possible events. Hence the complexity of robots is directly proportional to the number of legs.

humanoid-robot

Wheeled Locomotion

It requires fewer number of motors to accomplish a movement. It is minimal easy to implement as there are less stability issues in case of more number of wheels. It is power efficient as compared to legged locomotion.

  • Standard wheel − Rotates around the wheel axle and around the contact

  • Castor wheel − Rotates around the wheel axle and the offset steering joint.

  • Swedish 45o and Swedish 90o wheels − Omni-wheel, rotates around the contact point, around the wheel axle, and around the rollers.

  • Ball or spherical wheel − Omnidirectional wheel, technically difficult to implement.

wheeled-robot

Slip/Skid Locomotion

In this type, the vehicles use tracks as in a tank. The robot is guided by moving the tracks with various speeds in the same or opposite direction. It offers stability because of large contact area of track and ground.

tracked-robot

Components of a Robot

Robots are built with the following −

  • Power Supply − The robots are powered by batteries, solar power, hydraulic, or pneumatic power sources.

  • Actuators − They convert energy into movement.

  • Electric motors (AC/DC) − They are required for rotational movement.

  • Pneumatic Air Muscles − They contract almost 40% when air is sucked in them.

  • Muscle Wires − They contract by 5% when electric current is passed through them.

  • Piezo Motors and Ultrasonic Motors − Best for industrial robots.

  • Sensors − They give information of real time information on the task environment. Robots are equipped with vision sensors to be to compute the depth in the environment. A tactile sensor imitates the mechanical properties of touch receptors of human fingertips.

Computer Vision

This is a innovation of AI with which the robots can see. The computer vision plays vital role in the domains of safety, security, health, access, and entertainment.

Computer vision automatically removes, analyzes, and comprehends useful information from a single image or an array of pictures. This process involves development of algorithms to accomplish automatic visual comprehension.

Hardware of Computer Vision System

This involves −

  • Power supply
  • Image acquisition device such as camera
  • A processor
  • A software
  • A display device for monitoring the system
  • Accessories such as camera stands, cables, and connectors

Tasks of Computer Vision

  • OCR − In the domain of computers, Optical Character Reader, a software to convert scanned documents into editable text, which accompanies a scanner.

  • Face Detection − Many state-of-the-art cameras come with this feature, which empowers to read the face and take the picture of that perfect expression. It is used to let a user access the software on right match.

  • Object Recognition − They are introduced in supermarkets, cameras, high-end cars such as BMW, GM, and Volvo.

  • Estimating Position − It is estimating position of an object with respect to camera as in position of tumor in human’s body.

Application Domains of Computer Vision

  • Agriculture
  • Autonomous vehicles
  • Biometrics
  • Character recognition
  • Forensics, security, and surveillance
  • Industrial quality inspection
  • Face recognition
  • Gesture analysis
  • Geoscience
  • Medical imagery
  • Pollution monitoring
  • Process control
  • Remote sensing
  • Robotics
  • Transport

Applications of Robotics

The robotics has been instrumental in the various domains such as −

  • Industries − Robots are utilized for handling material, cutting, welding, color coating, drilling, polishing, etc.

  • Military − Autonomous robots can reach inaccessible and hazardous zones during war. A robot named Daksh, developed by Defense Research and Development Organization (DRDO), is in function to destroy life-threatening objects safely.

  • Medicine − The robots are capable of carrying out hundreds of clinical tests simultaneously, rehabilitating permanently disabled people, and performing complex surgeries, for example, brain tumors.

  • Exploration − The robot rock climbers utilized for space exploration, underwater drones used for ocean exploration are to name a few.

  • Entertainment − Disney’s engineers have created hundreds of robots for film making.





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