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Robotics at Home with Raspberry Pi Pico

You're reading from   Robotics at Home with Raspberry Pi Pico Build autonomous robots with the versatile low-cost Raspberry Pi Pico controller and Python

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Product type Paperback
Published in Mar 2023
Publisher Packt
ISBN-13 9781803246079
Length 400 pages
Edition 1st Edition
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Author (1):
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Danny Staple Danny Staple
Author Profile Icon Danny Staple
Danny Staple
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Table of Contents (20) Chapters Close

Preface 1. Part 1: The Basics – Preparing for Robotics with Raspberry Pi Pico
2. Chapter 1: Planning a Robot with Raspberry Pi Pico FREE CHAPTER 3. Chapter 2: Preparing Raspberry Pi Pico 4. Chapter 3: Designing a Robot Chassis in FreeCAD 5. Chapter 4: Building a Robot around Pico 6. Chapter 5: Driving Motors with Raspberry Pi Pico 7. Part 2: Interfacing Raspberry Pi Pico with Simple Sensors and Outputs
8. Chapter 6: Measuring Movement with Encoders on Raspberry Pi Pico 9. Chapter 7: Planning and Shopping for More Devices 10. Chapter 8: Sensing Distances to Detect Objects with Pico 11. Chapter 9: Teleoperating a Raspberry Pi Pico Robot with Bluetooth LE 12. Part 3: Adding More Robotic Behaviors to Raspberry Pi Pico
13. Chapter 10: Using the PID Algorithm to Follow Walls 14. Chapter 11: Controlling Motion with Encoders on Raspberry Pi Pico 15. Chapter 12: Detecting Orientation with an IMU on Raspberry Pi Pico 16. Chapter 13: Determining Position Using Monte Carlo Localization 17. Chapter 14: Continuing Your Journey – Your Next Robot 18. Index 19. Other Books You May Enjoy

About encoders and odometry

Odometry is measuring how a position has changed over time. We can combine measuring and estimation to determine where you are on a route. An encoder is a sensor designed to measure distance traveled via wheel turns. They are like tachometers, but encoders measure position whereas tachometers measure only speed. Combined with time, they can make a speed measurement too.

Absolute and relative sensing

Sensors for a robot’s location come in two primary forms. They are as follows:

  • Absolute sensors encode a position to a repeatable position. They have a limited range or resolution, such as encoding a position along a known line. For example, GPS sensors have exact positioning with low resolution, suitable for meters but not millimeters.
  • Relative sensors tend to be cheaper. However, they produce a relative change in position, which needs to be combined with the previous state to get an absolute estimate – this means that errors...
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