DocumentCode
3153679
Title
Adaptive Lifting Scheme for ECG QRS complexes detection and its FPGA implementation
Author
Li, Yan ; Yu, Hang ; Jiang, Lai ; Ma, Lixiao ; Ji, Zhen
Author_Institution
Shenzhen City Key Lab. of Embedded Syst. Design, Shenzhen Univ., Shenzhen, China
Volume
2
fYear
2010
fDate
16-18 Oct. 2010
Firstpage
721
Lastpage
724
Abstract
For ECG QRS complexes detection, an Adaptive Lifting Scheme (ALS) has been developed and successfully implemented in Field Programmable Gate Array (FPGA). Realized under XUP Virtex-II Pro environment, the system consists of Top Configuration Module, Detection module and ALS module. Tested by the samples generated from the MIT-BIH ECG Database, its detection accuracy is higher than 99.681%, fulfilling ECG signal processing requirements. Comparing with the same algorithm realized with C codes under TI´s TMS320VC5509A DSP system, more than 20% of processing time is saved.
Keywords
data analysis; electrocardiography; field programmable gate arrays; medical signal detection; medical signal processing; patient diagnosis; ECG signal processing algorithm; FPGA implementation; MIT-BIH ECG database; QRS complex single detection; TMS320VC5509A DSP system; XUP Virtex-II proenvironment; adaptive lifting scheme; configuration module; data analysis; detection module; field programmable gate array; Accuracy; Databases; Digital signal processing; Electrocardiography; Field programmable gate arrays; Signal processing algorithms; Adaptive Lifting Scheme; ECG QRS Detection; FPGA;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location
Yantai
Print_ISBN
978-1-4244-6495-1
Type
conf
DOI
10.1109/BMEI.2010.5640073
Filename
5640073
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