Please use this identifier to cite or link to this item: http://10.1.7.192:80/jspui/handle/123456789/11349
Title: Infrastructure and Algorithm For Intelligent Bed Systems
Authors: Patel, Jainil
Keywords: Computer 2020
Project Report
Computer Project Report
Project Report 2020
20MCE
20MCED
20MCED07
CE (DS)
DS 2020
Issue Date: 1-Jun-2022
Publisher: Institute of Technology
Series/Report no.: 20MCED07;
Abstract: This paper contains the algorithms and the software the intelligent bed manufacturing company uses to make the sleep of the user much better. The smart bed, equipped with sophisticated hardware is powered by some intelligent algorithms for different purposes. The work done during this project revolves around those algorithms and making some further improvements to them, which directly impacts the end users. People tend to use Fitbit or OURA rings to track their sleep but during the sleep also our body moves, the bed should move according to it and adjust the firmness to make the sleep more comfortable. The intelligent bed captures the data like pressure, humidity, temperature and much more to make the sleep more and more user personal sleep assistance. The bed learns the user preferences of the sleeping pattern and adjust itself to it. The number of adjustments made by the bed can be approx 400 to 600 per night depending on the user. The algorithms are the bed detection algorithm, bed sleep wake algorithm, the sleep stage algorithm, the wake-up alarm algorithm, the surface motion, and the wave algorithm, etc. With the advancement in the Internet of things world and due to the acceptance of cloud computing platforms like AWS, the bed is becoming more user-friendly.
URI: http://10.1.7.192:80/jspui/handle/123456789/11349
Appears in Collections:Dissertation, CE (DS)

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