DocumentCode :
1716448
Title :
Signal Denoising of Laser Exploration System Using Adaptive Lifting Scheme
Author :
Ping, Xia ; Xinqiong, Liu ; Xuejun, Xiang ; Junli, Wan
Author_Institution :
Three Gorges Univ., Yichang
fYear :
2007
Abstract :
In this paper, according to information that is slightly characteristic of adaptive adjust prediction and update operators, the paper adopts the adaptive lifting wavelet transform algorithm for accurately matching the processed information. This algorithm can effectively decrease the amount of calculation, as well as the computational complexity of information wavelet analyzed, which can carry out the same address operation and advantages that recur in the laser exploration system realization. Secondly, this paper analyzes how to create a threshold of noise-filtering, using the noise features in laser exploration system. The algorithm can also adapt to the requirement for detecting weakened signal occurring in high noise through the definition of floating threshold. The results show that the new algorithm has improved the traditional algorithm and effectively maintains signal detail while filtering out the signal noise, leading to an improved.
Keywords :
adaptive signal detection; computational complexity; filtering theory; laser ranging; signal denoising; wavelet transforms; adaptive adjust prediction; adaptive lifting scheme; computational complexity; floating threshold; information wavelet; laser exploration system; noise filtering; signal denoising; update operators; wavelet transform algorithm; weakened signal detection; Adaptive signal detection; Adaptive systems; Algorithm design and analysis; Computational complexity; Filtering algorithms; Information analysis; Laser noise; Signal denoising; Wavelet analysis; Wavelet transforms; Adaptive Lifting Scheme; Floating Threshold; Laser Exploration System; Signal Denoising; Wavelet Transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronic Measurement and Instruments, 2007. ICEMI '07. 8th International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-1136-8
Electronic_ISBN :
978-1-4244-1136-8
Type :
conf
DOI :
10.1109/ICEMI.2007.4350403
Filename :
4350403
Link To Document :
بازگشت