In recent years, there has been a significant expansion in the development and use of multi-
modal sensors and technologies to monitor physical activity, sleep and circadian rhythms …

The accurate estimation of sleep onset is required for many purposes, including the
administration of a behavioural treatment for insomnia called Intensive Sleep Retraining …

Abstract Study Objectives The development of ambulatory technologies capable of
monitoring brain activity during sleep longitudinally is critical for advancing sleep science …

Objective: This paper aims to report on the accuracy of estimating sleep stages using a wrist-
worn device that measures movement using a 3D accelerometer and an optical pulse …

Purpose The commercial market is saturated with technologies that claim to collect
proficient, free-living sleep measurements despite a severe lack of independent third-party …

Study Objectives: To assess the validity of sleep architecture and sleep continuity
biomarkers obtained from a portable, multichannel forehead electroencephalography (EEG) …

Consumer wearable activity trackers, such as Fitbit are widely used in ubiquitous and
longitudinal sleep monitoring in free-living environments. However, these devices are …

Background: Sleep is essential for human health. Considerable effort has been put into
academic and industrial research and in the development of wireless body area networks for …

Background Bed sharing is common practice across the global population. However, the
vast majority of research on bed sharing has focused solely on mother-infant bed sharing …

One in four myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) patients are
estimated to be severely affected by the disease, and these house-bound or bedbound …