Publication Type : Journal Article
Publisher : Procedia Technology
Source : Procedia Technology, Volume 21, p.540 - 546 (2015)
Url : http://www.sciencedirect.com/science/article/pii/S2212017315002765
Keywords : Computational complexity, decomposition., power signal, Recursive FFT, VMD
Campus : Coimbatore
School : School of Engineering
Center : Computational Engineering and Networking
Department : Computer Science, Electronics and Communication
Year : 2015
Abstract : Conventional methods of signal decomposition are observed to fail in power system applications and computationally intensive algorithms like EMD, VMD, EWT are found to give better performance. The heavy computations associated with them restricts their use in real time applications and stream processing. This paper presents a recursive block processing technique for real time signal decomposition. The use of recursive FFT and the clever initializations of the center frequencies in the existing VMD algorithm helps in reducing the computational complexity and hence speeds up the process. This low complexity algorithm was tested on synthetically generated power signals and the results were observed to be consistent with the existing VMD algorithm.
Cite this Research Publication : Dr. Soman K. P., Prabaharan Poornachandran, S., A., and K., H., “Recursive Variational Mode Decomposition Algorithm for Real Time Power Signal Decomposition”, Procedia Technology, vol. 21, pp. 540 - 546, 2015.