title: Inversion of photon correlation spectroscopy based on truncated singular value decomposition and cascadic multigrid technology.
abstract: For the low accuracy of single-scale inversion method in photon correlation spectroscopy technology, a cascadic multigrid (CMG)-truncated singular value decomposition (TSVD) inversion method that combines the TSVD regularization with CMG technology is proposed. This method decomposes the original problem into several subproblems in different scale grid space. According to the particle sizes inverted from the coarsest scale to the finest scale, the solution of an original inversion problem can be obtained. For the inversion of each subproblem, TSVD method is used. The simulation and experimental data were respectively inverted by TSVD and CMG-TSVD methods. The inversion results demonstrate that the CMG-TSVD method has higher accuracy, more strong noise immunity and better smoothness than the TSVD method.
authors.affiliation: College of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China. wangyajing0725@126.com
authors.forename: Yajing
authors.initials: Y
authors.lastname: Wang
authors.forename: Jin
authors.initials: J
authors.lastname: Shen
authors.forename: Liu
authors.initials: L
authors.lastname: Wei
authors.forename: Zhenhai
authors.initials: Z
authors.lastname: Dou
authors.forename: Shanshan
authors.initials: S
authors.lastname: Gao