Title :
Real-time Implementation of Vector Hilbert-Huang Transform
Author :
Zhu Zheng ; Wang Yi-lin ; Cai Ping
Author_Institution :
Nat. Lab. of Underwater Acoust. Technol., Harbin Eng. Univ., Harbin, China
Abstract :
Hilbert-Huang Transform (HHT) is a kind of signal analysis method proposed by Huang in the late 20th century. The combination of HHT and vector signal processing is called vector HHT. To solve the problem of too much computational cost in the real-time implementation of vector HHT, this paper makes some improvement on vector HHT for real-time operation, including the improvement on sifting method, curve fitting, treatment of boundary and stop condition. Both performance and operation speed are considered in the improvement. The improved algorithm has much less computational cost, with performance basically remaining unchanged. A parallel signal processing system composed of multiple chips digital signal processor (DSP) is designed, in which vector HHT is implemented real time. The result obtained from the parallel signal processing system shows that the system met the need of data real time processing, and has good performance.
Keywords :
Hilbert transforms; curve fitting; digital signal processing chips; parallel processing; real-time systems; vectors; boundary condition treatment; computational cost; curve fitting; data real time processing; multiple chips digital signal processor; parallel signal processing system; real-time implementation; real-time operation; sifting method; signal analysis method; stop condition treatment; vector HHT; vector Hilbert-Huang transform; vector signal processing; DSP; HHT; parallel signal processing; real time signal processing; vector HHT;
Conference_Titel :
Intelligent Networks and Intelligent Systems (ICINIS), 2010 3rd International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-8548-2
Electronic_ISBN :
978-0-7695-4249-2
DOI :
10.1109/ICINIS.2010.174