Tuesday 26 April 2016

Images


My Maze


OdometryPoseProvider Readings

TachoPoseProvider Readings


SMU.EDU Pose Provider Readings








Thursday 14 April 2016

Sensors

In the article “Robot – A machine with life”, we saw that sensors are integral part of robots. Robots gather the information about their surroundings with the help of sensors. Robot can gather the following information using sensors:
  1. Distance of other object from them
  2. Color of the other object
  3. Temperature of other object


Based on the above information, the robot can be trained to carry out certain tasks, called as “Applications of robot”. For example, after measuring the distance from the other object, the robot can be trained for “Obstacle Avoidance” and finding it's path towards the target. Here, the distance from other object can be measured with ultrasonic sensor. Another example of Robotic Application can be “Line Follower” where the robot makes use of Color sensor/Light sensor to keep track of the line. Likewise, sensing the temperature of the other object will be required to train the robot in hazardous circumstances. We came up across three sensors until now: Ultrasonic sensor, Light Sensor and Temperature Sensor. Let us see how few of these sensors work. 

What is a Sensor?
A sensor is a device which converts input from physical environment, into typically electrical or optical signal output. Specific input can be light, heat, motion, pressure etc. The output signal is generally converted to human-readable display. For example: The speedometer in a car collects wheel rotation data and calculates and displays the speed with which the car is moving. In a mercury-based glass thermometer, the input is temperature. The liquid expands and contracts in response, causing the level to be higher or lower on the marked gauge, which is human-readable.

Ultrasonic Sensor
This sensor generates ultrasonic waves (sound waves above 20KHz), by turning electrical signal into sound. The sensor then emits these sound waves. These waves strike the object surface and are reflected back to the sensor. Upon receiving the echo, sensor turns the sound waves into electrical energy which can be measured and displayed. The electrical signal generated is proportional to the difference between emitted and received sound waves. This in turn is proportional to the distance of the object from the sensor. Ultrasonic sensors are capable of detecting most objects — metal or nonmetal, clear or opaque, liquid, solid, or granular. A downside to ultrasonic sensors is that sound absorbing materials, such as cloth, soft rubber, flour and foam, make poor target objects. Ultrasonic sensors do not work in a vacuum, because sound waves cannot travel in a vacuum. Therefore ultrasonic sensors are never put on space probes or lunar rovers. It can be used for measuring wind speed and direction (anemometer), tank or channel fluid level, and speed through air or water.


Light Sensor
Light Sensor is an electronic device used to detect light. It generates an output signal indicating intensity of light. The light sensor converts light whether visible or in the infra-red parts of the spectrum into an electrical signal output. In daily life, light sensor is used for security systems as well as for home appliances like remote control. It can also be used for bar-code scanning system where the bar-code is illuminated and corresponding code is generated and fed into the computer.


These sensors, when used in Robotic world, give the robots an ability to perform similar to human being. This ability helps the robot to respond according to situation. Sensors can be classified as
  1. Proprioceptive (Internal state) v.s. Exteroceptive (external state)
  2. Active Vs Passive
  3. Contact Vs. Non-Contact
  4. Visual Vs. Non-Visual
More about the classification of sensors will be described in future articles.



Friday 10 April 2015

Memory

Memory is where living beings store and retrieve the information about their surroundings with respect to time and with respect to space. Birds, animals and human being all have memory. With the help of the memory, the living beings get the ability to “collect” and “recollect”. The memory can be classified into different types: Sensory Memory, Short Term Memory and Long Term Memory. The purpose of this article is not to go into details of memory, however the purpose is to reflect upon the questions: Why do robots need memory? What is the format of robot's memory? How much memory is required for a robot?

As we discussed in the first post (Robot – A machine with life), human being applies senses to the robot. These senses produce a lot of information. Consider an example of a Color Sensor. It collects information regarding the color of the object, based on the light intensity reflected from the object. An Ultrasonic Sensor produces the information about the distance at which an object is located. Depending upon the robotic project, we need to store this information. For example: 1. In a project where we have to find a shortest path towards a destination, the robot has to recollect the location of obstacles and find its shortest path through them. For this project, we have to store the tentative location of objects into the memory. 2. To solve a line maze, the robot has to recollect the location of turns (left, right, U), avoid the extra/redundant turns to find an exit thought the maze.

The purpose of memory can be found in the figure given below.


To elaborate upon the above diagram, lets consider an example of Line Maze Solver project where the maze consists of black lines on a white surface. There are light sensors attached to the robot. The light sensors produces the data about black, white and gray conditions while steering along a line. The information about different conditions is fed into a computer program. The program processes it and helps the robot steer along the line by driving the motors. While steering, the robot encounters turns (identified by the motor readings), the information about which is stored into the memory. The robot uses this information to create a map of the maze. Using this map, the robot then finds a shortest path along the maze towards the destination.

Robots memory is semiconductor memory, which stores the information in bits and bytes format. You will wonder how much of memory should a human being apply to robot? When it comes to Lego robots, it contains few Kilo Bytes (KBs) of memory. Industrial robots may require Giga Bytes (GBs) of memory. There are three kinds of semiconductor memory: Read Only Memory (ROM), Ramdom Access Memory (RAM) and Flash memory. RAM refers to the memory to which the processor can read from or write to. It loses data when power is off. ROM refers to a memory where a processor can read from, but it can not write to it or modify it. ROM is permanent. ROM chips contain special instructions for the processor. The information does not get erased when power is off. The processor can access information stored on a ROM chip whenever it needs to. Flash memory is a special type of memory that works like both RAM and ROM. You can write information to flash memory but that information isn’t erased when the power is off, like it is with ROM.

 Hey there, looks like memory is an essential and important part of a robot, isn't it?
 

Tuesday 24 March 2015

Robot – A machine with life

We all grow up listening to the term “Robot” and wondering what a “robot” is. Our neighbor's kid once asked his mom, “Mom, who makes the robot, is it God or is it man”? His question gave rise to other series of questions in my mind. Are today's kids thinking about the robots in right perspective? What is a robot? Why do we need robots? Can robot become superior than mankind? Do kids have sufficient knowledge to know 'what is feasible' and 'what is not' about the robot?

I went on hunting the answers for these questions and finally decided to put forward what I think is a robot. I look at the robot as a machine with life. It's life has its own life cycle. To elaborate on this, let's first consider the first term, machine. A machine is a body. The body includes body parts, senses, memory and intelligence. Now let's consider the second term, Life. When a human lives a life, one lives it with some goals. According to goals, one takes actions. With one's actions, one produces results and get feedback/reactions. According to the results of actions/feedback/reactions, one's life moves forward. Robot is also built with some goal(s) and follows the same kind of life cycle. A picture of robot's life cycle is given below. 



Consider the case of a biped. The goal of the biped is to walk. However, if the biped faces an obstacle, its senses react. With correct reaction, the biped keeps itself aligned with the goal. The same is the case with a robotic car following a line. If the car drifts away from the line, its senses and intelligence brings it back on the line. The senses process a lot of information about the surrounding world of the robot, memory stores this information and intelligence helps the robot to steer according to the information.

Some goals are human's personal goals, which one sets for oneself, for example - educational goals, financial goals (like buying a house). Some goals are set for the human by someone else - for example, professional goals. Have you thought about who sets the goals for robots? Who determines the course of actions and reactions? The answer is a “human being”. That gives a feeling that human being is a boss of robot, isn't it? Yes, that is true. Human being makes a robot with electro-mechanical devices (motors, gears, wheels, multiplexers etc.). Human applies senses to robot using sensors (ultrasonic sensor, light sensor, sound sensor, touch sensor etc.). Human also builds memory in the robot using semiconductor memory. Finally, a human designs a computer program and upload in the robot to control its actions and reactions according to the desired goal. Below is a figure, that shows the way I imagine a robot.


When we want to get some accurate and repetitive tasks done, robot is the right way to go. Also, when an environment is hazardous for human being to survive, having a robot makes sense. Thus, Robot in a way is a superhero for mankind.