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Sleep intent detection: Halo Rise detects when the user first starts trying to sleep and distinguishes that attempt from other in-bed activities - such as reading or watching TV - to accurately measure the time it takes to fall asleep, an important indicator of sleep health.Primary-user tracking: Halo Rise distinguishes the sleep of the primary user (the user closest to the device) from that of other people or pets in the same bed, even though the respiration signal cannot be associated with individual users.Otherwise, the device remains in a monitoring mode, where no data is transmitted to the cloud. Presence detection: Halo Rise activates its sleep detection only when someone is in range of the sensor.This led us to innovate on five main technological fronts: To design the sleep-tracking algorithm that powers Halo Rise, we thought about the most common bedtime behaviors and the ways in which customers and their families (pets included) might engage with the bedroom. Halo Rise features a suite of sensors to accurately track your sleep and measure your room’s temperature, humidity, and light levels. Customers have the option to manually put Halo Rise into Standby mode, which turns off the device’s ability to detect someone’s presence or track sleep. Using built-in radar technology enables us to prioritize customer privacy while still delivering accurate measurements and useful results. The device cannot detect noise or visual identifiers associated with an individual user, such as body images. Through on-chip signal processing, Halo Rise produces a discrete waveform corresponding to the user’s respiration. The sensor uses phase differences between reflected signals at different antennas to measure movement and distance. The technology at the core of Halo Rise is a built-in radar sensor that safely emits and receives an ultralow-power radio signal. Halo Rise features neither a camera nor a microphone and instead relies on ambient radar technology and machine learning to accurately determine sleep stages: deep, light, REM (rapid eye movement), and awake. And since a good wake-up experience is core to good sleep, Halo Rise features a wake-up light and smart alarm, designed to help customers start the day feeling rested and alert.Ī built-in radar sensor uses ultralow-power radio signals to sense respiration and movement patterns and determine sleep stages.ĭesigning with customer trust as our foundationĬustomer privacy and safety are foundational to Halo Rise, and that's evident in both the hardware design and the technologies used to power the experience.

Halo Rise has no sensors to wear, batteries to charge, or apps to open. Powered by custom machine learning algorithms and a suite of built-in sensors, Halo Rise accurately determines users’ sleep stages and provides valuable insights that can be used to optimize their sleep, including information about their sleep environments. That’s why we’re excited to announce that Amazon has unveiled its first dedicated sleep device - Halo Rise, a combined bedside sleep tracker, wake-up light, and smart alarm. Given Amazon’s expertise in machine learning and radar technology innovation, we wanted to invent a device that would help customers improve their sleep by looking holistically at the factors that contribute to a good night’s rest. Yet one in three adults doesn’t get enough sleep. The benefits of quality sleep are well documented, and sleep affects nearly every aspect of our physical and emotional well-being.
