Concepedia

Bayesian recognition of motion related activities with inertial sensors

Korbinian Frank, María Josefa Vera Nadales, Patrick Robertson, Tom Pfeifer

2010 · 88 citations · 10 references

Abstract

This work presents the design and evaluation of an activity recognition system for seven important motion related activities. The only sensor used is an Inertial Measurement Unit (IMU) worn on the belt.

References

10

A Bayesian Method for the Induction of Probabilistic Networks from Data

Gregory F. Cooper, Edward H. Herskovits · Machine Learning · 1992 · 3.5K citations · Full text

Bayesian Statistic, Engineering, Probabilistic Networks +17

Activity and location recognition using wearable sensors

Seon-Woo Lee, Kazuhiko Mase · IEEE Pervasive Computing · 2002 · 521 citations

Gait Analysis, Wearable System, Engineering +20

Recognizing human motion with multiple acceleration sensors

Jani Mäntyjärvi, Johan Himberg, Tapio Seppänen · 2002 · 321 citations

Wearable System, Physical Activity, Engineering +21

What shall we teach our pants?

Kristof Van Laerhoven, Ozan Cakmakci · 2002 · 229 citations

Wearable System, Engineering, Wearable Technology +22

IEEE International Conference

IEEE Electrical Insulation Magazine · 2021 · 192 citations · Full text

Social Identity, Engineering, Icdl Social +10