Mobile sensor data collected in the natural environment are subject to numerous sources of data loss and quality deterioration. This may be due to degradation in attachment, change in placement, battery depletion, wireless interference, or movement artifacts. Identifying and fixing the major sources of data loss is critical to ensuring high data yield from mobile sensors. This chapter describes a systematic approach for identifying the major sources of data loss that can then be used to improve mobile sensor data yield.
|Original language||English (US)|
|Title of host publication||Mobile Health|
|Subtitle of host publication||Sensors, Analytic Methods, and Applications|
|Publisher||Springer International Publishing|
|Number of pages||23|
|State||Published - Jul 12 2017|