13 citations · 18 across the 4 of their papers we have counts for
4 papers
Unified Control Framework: A Novel Perspective on Constrained Optimization, Optimization-based Control, and Parameter Estimation
Revati Gunjal, Syed Shadab Nayyer, Sushama Wagh +1
A common theme in all the above areas is designing a dynamical system to accomplish desired objectives, possibly in some predefined optimal way. Since control theory advances the i…
A New Perspective of Accelerated Gradient Methods: The Controlled Invariant Manifold Approach
Revati Gunjal, Sushama Wagh, Syed Shadab Nayyer +2
Gradient Descent (GD) is a ubiquitous algorithm for finding the optimal solution to an optimization problem. For reduced computational complexity, the optimal solution $\mathrm{x^*…
Passivity and Immersion based-modified gradient estimator: A control perspective in parameter estimation
Syed Shadab Nayyer, G. Revati, S. R. Wagh +1
In this paper, a constructive and systematic strategy with more apparent degrees of freedom to achieve the accurate estimation of unknown parameters via a control perspective is pr…
Towards a Constructive Framework for Stabilization and Control of Nonlinear Systems: Passivity and Immersion (P\&I) Approach
Syed Shadab Nayyer, Sushama R. Wagh, Navdeep M. Singh
The varied and complex dynamics of real-world systems challenge the formulation of a systematic strategy for designing a stabilizing feedback law. Rather than taking a universal ap…