This chapter will explore the different sensor and fusion topologies, using active radar sensing in conjunction with other sensing technologies as support for assisted living and healthcare applications. Initially, the sensors and their outputs will be described, with specifics of signal processing of the different sensors and the machine learning for classification detailed. The results of applying these methods to the assisted living scenario will then be presented. This chapter will give insight into activity classification with radar and additional sensing technologies, in particular, wearable inertial and magnetic sensors, focusing on the key information fusion approaches and main improvements using experimental data as validation.
|Title of host publication||Micro-Doppler Radar and Its Applications|
|Editors||F. Fioranelli, H. Griffiths, M. Ritchie, A. Balleri|
|Place of Publication||London|
|Number of pages||35|
|Publication status||Published - 2020|