Title :
A modified run-length coding for the realization of wavelet-based ECG data compression system
Author :
Lee, Hsieh-Wei ; Hung, King-Chu ; Wu, Tsung-Ching ; Ku, Cheng-Tung
Author_Institution :
Dept. Comput. & Commun. Eng., Nat. Kaohsiung First Univ. of Sci. & Technol., Kaohsiung, Taiwan
Abstract :
With high compression performance, realization of wavelet-based data compression system is crucial for multi-lead ECG signal recording. In this paper, a modified run-length coding (MRLC) algorithm associated with an efficient quantization scheme is proposed for the realization of a RRO-NRDPWT-based ECG data compression system. The MRLC with regularity and low computational complexity is suitable for hardware implementation at a cost of compression performance. This sacrifice will be compensated by the new quantization scheme. By using the MIT-BIH arrhythmia database, the experimental results show that the proposed scheme can be competitive to other wavelet-based approaches in compression performance. In addition, the MRLC can improve traditional run-length coding by about 13%.
Keywords :
Data compression; Decision support systems; Electrocardiography; ECG; data compression; wavelet transform;
Conference_Titel :
Networked Computing (INC), 2010 6th International Conference on
Conference_Location :
Gyeongju, Korea (South)
Print_ISBN :
978-1-4244-6986-4
Electronic_ISBN :
978-89-88678-20-6