{Reference Type}: Journal Article
{Title}: Evaluation of the accuracy of a UWB tracker for in-home positioning for older adults.
{Author}: Qian L;Chan A;Cai J;Lewicke J;Gregson G;Lipsett M;Rios Rincón A;
{Journal}: Med Eng Phys
{Volume}: 126
{Issue}: 0
{Year}: 2024 04
{Factor}: 2.356
{DOI}: 10.1016/j.medengphy.2024.104155
{Abstract}: The population of older adults is rapidly growing. In-home monitoring systems have been used to support aging-in-place. Ambient sensors or wearable localizers can be used but may be too low resolution, while camera systems are invasive to privacy. Ultra-wideband (UWB) localization offers precise positioning by placing anchors throughout the house and wearing a tag that is tracked by the anchors. In this study, the accuracy of UWB for indoor tracking was evaluated in a motion capture gait lab and in a mock condo in the Glenrose Rehabilitation Hospital. First, the configuration of UWB was tested, changing factors related to sampling time, anchor placement and line-of-sight. Comparing these factors to the configurations recommended by the manufacturer guidelines, accuracies remained within 14 cm. We then performed static and dynamic accuracy tests, with dynamic testing comprised of rolling and walking motions. In the motion capture lab, we found localization accuracies of 7.0 ± 11.1 cm while in the mock condo, we found accuracies of 27.3 ± 12.9 cm. Dynamic testing with rolling motions had an average of 19.1 ± 1.6 cm while walking was 20.5 ± 4.2 cm. The mean accuracy of UWB is within the 30 cm target for indoor localization.