Title :
A high-quality, low-energy, small-size system-on-chip (SoC) solution enabling ECG mobile applications
Author :
Bobra, Neraj P. ; Zhenbo Wang ; Wenfeng Zhang ; An Luo
Author_Institution :
NeuroSky Inc., San Jose, CA, USA
Abstract :
ECG is widely used to monitor and diagnose cardiac conditions, but remains expensive and complex - limiting its reach to within the medical field. In this paper, we introduce the CardioChip: a single-channel, low-power, small-size ECG application-specific integrated circuit (ASIC) designed for personal mobile applications. We first show that the signal from the CardioChip Starter Kit, a wireless handheld device used to collect ECG from the index fingers, is comparable to a research-grade gel-based ECG (correlation = 98.6%). We next present a CardioChip-based R-peak detection algorithm that is able to reach a median sensitivity of greater than 0.98, and a median precision of 1. Lastly, we present a CardioChip-based respiratory rate algorithm and show that it is more accurate than a pneumography-based respiration device.
Keywords :
electrocardiography; system-on-chip; CardioChip; ECG mobile applications; R-peak detection algorithm; application specific integrated circuit; cardiac conditions diagnosis; cardiac conditions monitoring; high quality SoC; index fingers; low energy SoC; pneumography based respiration device; research grade gel based ECG; small size SoC; system-on-chip; Correlation; Electrocardiography; Heart rate variability; Monitoring; Real-time systems; Sensitivity; Sensors;
Conference_Titel :
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location :
Vienna
DOI :
10.1109/IECON.2013.6700542