Please wait a minute...
ZJUS-A
Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering)  2000, Vol. 1 Issue (1): 15-19    DOI: 10.1631/jzus.2000.0015
Science & Engineering     
A NEW COMPUTING MULTIVARIATE SPECTRAL ANALYSIS METHOD BASED ON WAVELET TRANSFORM
CHENG Yi-yu, CHEN Min-jun
Dept.of Chemical Engineering, Yuquan Campus of Zhejiang University, Hangzhou, 310027, China
Download:     PDF (0 KB)     
Export: BibTeX | EndNote (RIS)      

Abstract  This paper proposes a new algorithm for multivariate calibration named Principal Component Regression Based on Wavelet (PCRW) which combines wavelet decomposition technique with the factor analysis method for establishing a duplicate denoising mechanism. A practical example in spectral analysis of a typical multicomponent pharmaceutical system was used to verify the effectiveness of the algorithm. It was shown that PCRW produced fewer prediction errors than those obtained by using PCR.

Key words： spectral analysis      wavelet transform      multivariate calibration      chemometrics      PCRW     
Received: 08 December 1998     
CLC:  O652.9  
  O657  
Service
E-mail this article
Add to my bookshelf
Add to citation manager
E-mail Alert
RSS
Articles by authors
CHENG Yi-yu
CHEN Min-jun
Cite this article:

CHENG Yi-yu, CHEN Min-jun. A NEW COMPUTING MULTIVARIATE SPECTRAL ANALYSIS METHOD BASED ON WAVELET TRANSFORM. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2000, 1(1): 15-19.

URL:

http://www.zjujournals.com/xueshu/zjus-a/10.1631/jzus.2000.0015     OR     http://www.zjujournals.com/xueshu/zjus-a/Y2000/V1/I1/15

[1] Arturo Garcia-Perez, Juan P. Amezquita-Sanchez, Aurelio Dominguez-Gonzalez, Ramin Sedaghati, Roque Osornio-Rios, Rene J. Romero-Troncoso. Fused empirical mode decomposition and wavelets for locating combined damage in a truss-type structure through vibration analysis[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2013, 14(9): 615-630.
[2] Yang Jin, Zhi-yong Hao, Xu Zheng. Comparison of different techniques for time-frequency analysis of internal combustion engine vibration signals[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2011, 12(7): 519-531.
[3] Hui-yan WANG, Pei-yong ZHANG. A model for automatic identification of human pulse signals[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2008, 9(10): 1382-1389.
[4] WANG Hui-yan, ZHANG Pei-yong. Investigation on the automatic parameters extraction of pulse signals based on wavelet transform[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2007, 8(8): 1283-1289.
[5] HAO Zhi-yong, JIN Yan, YANG Chen. Study of engine noise based on independent component analysis[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2007, 8(5): 772-777.
[6] BAO Liang-hua, CHEN Lin-fei, ZHAO Dao-mu. Optical encryption with cascaded fractional wavelet transforms[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2006, 7(8 ): 18-.
[7] HAN Yan-fang, SHI Peng-fei. Mean shift texture surface detection based on WT and COM feature image selection[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2006, 7(6 ): 6-.
[8] Jiang Gang-yi, Yu Mei, Yu Zhou, Ye Xi-en, Zhang Wen-qin, Kim Yong-deak. Multiple description scalable video coding based on 3D lifted wavelet transform[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2006, 7(5 ): 22-.
[9] Ma Qi-ming, Wang Xuan-yin, Du Shuan-ping. Method and application of wavelet shrinkage denoising based on genetic algorithm[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2006, 7(3 ): 14-.
[10] CHE Ai-lan, IWATATE Takahiro, ODA Yoshiya, GE Xiu-run. Study on the applicability of frequency spectrum of micro-tremor and dynamic characteristics of surface ground in Asia area[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2006, 7(11): 9-.
[11] JIN Jian-qiu, DAI Min-ya, BAO Hu-jun, PENG Qun-sheng. Watermarking on 3D mesh based on spherical wavelet transform[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2004, 5(3): 251-258.
[12] CHEN Hai-lin, YANG Yu-hang. Multiple descriptions based wavelet image coding[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2004, 5(1): 55-61.
[13] HAO Zhi-yong, HAN Jun. Identification of diesel front sound source based on continuous wavelet transform[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2004, 5( 9): 8-.