Search Results for author: Deepak Maurya

Found 6 papers, 4 papers with code

Identification of Errors-in-Variables ARX Models Using Modified Dynamic Iterative PCA

no code implementations30 Nov 2020 Deepak Maurya, Arun K. Tangirala, Shankar Narasimhan

We propose a novel identification algorithm based on a modified Dynamic Iterative Principal Components Analysis (DIPCA) approach for identifying the EIV-ARX model for single-input, single-output (SISO) systems where the output measurements are corrupted with coloured noise consistent with the ARX model.

Hypergraph Partitioning using Tensor Eigenvalue Decomposition

no code implementations16 Nov 2020 Deepak Maurya, Balaraman Ravindran

We also show improvement for the min-cut solution on 2-uniform hypergraphs (graphs) over the standard spectral partitioning algorithm.

graph partitioning hypergraph partitioning

Identification of MISO systems in Minimal Realization Form

1 code implementation12 Aug 2020 Chaithanya K. Donda, Deepak Maurya, Arun K. Tangirala, Shankar Narasimhan

In this work, we deal with the challenging problem of identifying order, delay in each input of minimal realization form separately while estimating the transfer functions.

Systems and Control Systems and Control

ARX Model Identification using Generalized Spectral Decomposition

3 code implementations11 Aug 2020 Deepak Maurya, Arun K. Tangirala, Shankar Narasimhan

This article is concerned with the identification of autoregressive with exogenous inputs (ARX) models.

Systems and Control Systems and Control

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