Title :
Deconvolution of the impulse response of the target by modified conjugate gradient method
Author :
Yan, Yan ; Zhan-zhong, Cui ; Zhong-hua, Huang
Author_Institution :
Nat. Key Lab. of Mechatron. Eng. & Control, Beijing Inst. of Technol., Beijing, China
Abstract :
A deconvolution algorithm based on the generalized conjugate gradient method and modified iteration termination condition was proposed to determine the impulse response of the target in the time domain. The improved iteration termination condition utilized the characteristics of conjugate gradient method and the target impulse response. Using the transient waveforms calculated by the finite integration time domain method, the proposed algorithm was applied to determine the impulse response of a conducting sphere. The good agreement between the estimated and theoretical impulse responses shows that the generalized conjugate gradient method with modified iteration condition is an efficient method for inverting the impulse response of the target.
Keywords :
conjugate gradient methods; deconvolution; transient response; conjugate gradient method; deconvolution algorithm; finite integration time domain method; target impulse response; transient waveform; Deconvolution; Equations; Gradient methods; Mathematical model; Signal processing algorithms; Time domain analysis; Transient analysis; deconvolution; generalized conjugate gradient method; improved iteration termination condition; impulse response;
Conference_Titel :
Signal Processing Systems (ICSPS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-6892-8
Electronic_ISBN :
978-1-4244-6893-5
DOI :
10.1109/ICSPS.2010.5555455