activity
20152021
most citedThe Fourier Decomposition Method for nonlinear and nonstationary time series analysis

184 citations · 372 across the 9 of their papers we have counts for

collaborators

9 papers

eess.SP2021★ 24 cited

The Generalized Fourier Transform: A Unified Framework for the Fourier, Laplace, Mellin and Transforms

Pushpendra Singh, Anubha Gupta, Shiv Dutt Joshi

This paper introduces Generalized Fourier transform (GFT) that is an extension or the generalization of the Fourier transform (FT). The Unilateral Laplace transform (LT) is observe…

eess.SP2018★ 18 cited

Studies on Generalized Fourier Representations and Phase Transforms

Pushpendra Singh

Fourier representation (FR) is an indispensable mathematical formulation for modeling and analysis of physical phenomenon, engineering systems and signals in numerous applications.…

eess.SP2018★ 59 cited

Novel Fourier Quadrature Transforms and Analytic Signal Representations for Nonlinear and Non-stationary Time Series Analysis

Pushpendra Singh

The Hilbert transform (HT) and associated Gabor analytic signal (GAS) representation are well-known and widely used mathematical formulations for modeling and analysis of signals i…

cs.IT2016★ 30 cited

Breaking the Limits -- Redefining the Instantaneous Frequency

Pushpendra Singh

The Carson and Fry (1937) introduced the concept of variable frequency as a generalization of the constant frequency. The instantaneous frequency (IF) is the time derivative of the…

cs.IT2016★ 19 cited

Time-Frequency analysis via the Fourier Representation

Pushpendra Singh

The nonstationary nature of signals and nonlinear systems require the time-frequency representation. In time-domain signal, frequency information is derived from the phase of the G…

cs.IT2015★ 4 cited

LINOEP vectors, spiral of Theodorus, and nonlinear time-invariant system models of mode decomposition

Pushpendra Singh

In this paper, we propose a general method to obtain a set of Linearly Independent Non-Orthogonal yet Energy (square of the norm) Preserving (LINOEP) vectors using iterative filter…

cs.IT2015★ 25 cited

Some studies on multidimensional Fourier theory for Hilbert transform, analytic signal and space-time series analysis

Pushpendra Singh, Shiv Dutt Joshi

In this paper, we propose the Fourier frequency vector (FFV), inherently, associated with multidimensional Fourier transform. With the help of FFV, we are able to provide physical…

cs.IT2015★ 9 cited

The Hilbert spectrum and the Energy Preserving Empirical Mode Decomposition

Pushpendra Singh, Shiv Dutt Joshi, Rakesh Kumar Patney +1

In this paper, we propose algorithms which preserve energy in empirical mode decomposition (EMD), generating finite number of band limited Intrinsic Mode Functions (IMFs). In t…

stat.ME2015★ 184 cited

The Fourier Decomposition Method for nonlinear and nonstationary time series analysis

Pushpendra Singh, Shiv Dutt Joshi, Rakesh Kumar Patney +1

Since many decades, there is a general perception in literature that the Fourier methods are not suitable for the analysis of nonlinear and nonstationary data. In this paper, we pr…