Part VI: Motion, Location, and Inertial Intelligence
Chapter 26  [C]

Human Activity and Behavior Recognition

Placeholder chapter page. Sections are produced by the book-skills pipeline.

Sections

  1. 26.1 Activity taxonomies and label hierarchies
  2. 26.2 Wearable placement and sensor choice
  3. 26.3 Segmentation and transition states
  4. 26.4 User personalization and adaptation
  5. 26.5 Continual learning for changing behavior
  6. 26.6 Fairness across users, bodies, and demographics
  7. 26.7 Applications: fitness, healthcare, safety, accessibility

Lab 26

build user-independent vs user-adapted HAR models; compare generalization on held-out subjects.