FPGA-based lifting wavelet processor for real-time signal detection

被引:19
作者
Kuzume, K
Niijima, K
Takano, S
机构
[1] Yuge Natl Coll Technol, Dept Informat Engn, Ochi, Ehime 7942506, Japan
[2] Kyushu Univ, Dept Informat, Kasuga, Fukuoka 8168580, Japan
关键词
lifting wavelet transform; signal detection; FPGA; VLSI architecture;
D O I
10.1016/j.sigpro.2004.06.020
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents the realization of a lifting wavelet processor for signal detection on a field programmable gate array (FPGA) device. This processor implements an algorithm for detecting target portions from a signal using an integer type Haar lifting wavelet transform (IHLWT), which we proposed. Since our detection algorithm is very simple because of short filter length in the IHLWT, the VLSI can be designed using a small amount of circuitry, consisting of only 6 multipliers and 9 adders. Therefore, it can realize the high-speed detection of target signals by constructing a pipeline architecture. The VLSI is designed using hardware description language (HDL) and is simulated on the FPGA in practice. The completed prototype is tested through software-generated signals and utility-sampled signals, in which test scenarios covering several kinds of electrocardiogram (ECG) signals are examined thoroughly. From the results, it is confirmed that the proposed processor can execute target signal detection from the measured ECG signals in real time. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:1931 / 1940
页数:10
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