Introduction

This book presents an introduction to processing wearable sensor data using signal processing techniques and machine learning.

https://peterhcharlton.github.io/talk/multimodal-signal-processing-and-learning-for-wearables/featured.jpg

Fig. 1 A wearable device. Photo by Luke Chesser on Unsplash

The book includes:

  • Overview: The aims of the book, and details of accompanying workshops.

  • Background: The background to wearable devices, including the signals they measure, the physiology behind the signals, and their applications.

  • Resources: Details of the datasets and code used in the book.

  • Tutorials: Interactive tutorials on signal processing and machine learning techniques.

  • Case Studies: A case study on cuffless blood pressure estimation using the MIMIC Database.

  • Summary

  • About: Details of contributing to and maintaining the book.