BE/BTech & ME/MTech Final Year Projects for Computer Science | Information Technology | ECE Engineer | IEEE Projects Topics, PHD Projects Reports, Ideas and Download | Sai Info Solution | Nashik |Pune |Mumbai
director@saiinfo settings_phone02536644344 settings_phone02048626262 settings_phone+919270574718 +919096813348 settings_phone+919028924212
logo


SAI INFO SOLUTION

Diploma | BE |B.Tech |ME | M.Tech |PHD

Project Development and Training

Search Project by Domain wise


A Low Power Cardiovascular Healthcare System with Cross-layer Optimization from Sensing Patch to Cloud Platform


Class Agnostic Image Common Ob
Abstract


Nowadays, cardiovascular disease is still one of the primary diseases that limit life expectation of humans. To address this challenge, this work reports an Internet of Medical Things (IoMT)-based cardiovascular healthcare system with cross-layer optimization from sensing patch to cloud platform. A wearable ECG patch with a custom System-on-Chip (SoC) features a miniaturized footprint, low power consumption, and embedded signal processing capability. The patch also integrates wireless connectivity with mobile devices and cloud platform for optimizing the complete system. On the big picture, a ‚??wearable patch-mobile-cloud‚?? hybrid computing framework is proposed with cross-layer optimization for performance-power trade-off in embedded-computing. The measurement results demonstrate that the on-patch compression ratio of the raw ECG signal can reach 12.07 yielding a percentage root mean square variation of 2.29%. In the test with the MIT-BIH database, the average improvement of signal to noise ratio and mean square error are 12.63dB and 94.47%, respectively. The average accuracy of disease prediction operation executed in cloud platform is 97%.

KeyWords
Cardiovascular healthcare system, wearable ECG patch, hybrid computing framework, cross-layer optimization, performance-power trade-off.



Share
Share via WhatsApp
BE/BTech & ME/MTech Final Year Projects for Computer Science | Information Technology | ECE Engineer | IEEE Projects Topics, PHD Projects Reports, Ideas and Download | Sai Info Solution | Nashik |Pune |Mumbai
Call us : 09096813348 / 02536644344
Mail ID : developer.saiinfo@gmail.com
Skype ID : saiinfosolutionnashik