activity
20182022
collaborators

5 papers

stat.ME2022

A Computationally Efficient algorithm to estimate the Parameters of a Two-Dimensional Chirp Model with the product term

Abhinek Shukla, Rhythm Grover, Debasis Kundu +1

Chirp signal models and their generalizations have been used to model many natural and man-made phenomena in signal processing and time series literature. In recent times, several…

stat.ME2019

An efficient methodology to estimate the parameters of a two-dimensional chirp signal model

Rhythm Grover, Debasis Kundu, Amit Mitra

In various capacities of statistical signal processing two-dimensional (2-D) chirp models have been considered significantly, particularly in image processing to model gray-scal…

stat.ME2018

Asymptotic of Approximate Least Squares Estimators of Parameters Two-Dimensional Chirp Signal

Rhythm Grover, Debasis Kundu, Amit Mitra

In this paper, we address the problem of parameter estimation of a 2-D chirp model under the assumption that the errors are stationary. We extend the 2-D periodogram method for the…

stat.ME2018

Chirp-like model and its parameter estimation

Rhythm Grover, Debasis Kundu, Amit Mitra

We propose a chirp-like signal model as an alternative to a chirp model and a generalisation of the sinusoidal model, which is a fundamental model in the statistical signal process…

stat.AP2018

On approximate least squares estimators of parameters on one-dimensional chirp signal

Rhythm Grover, Debasis Kundu, Amit Mitra

Chirp signals are quite common in many natural and man-made systems like audio signals, sonar, radar etc. Estimation of the unknown parameters of a signal is a fundamental problem…