Yuvraj Singh

2 accepted papers

2025

Robust Sensor Selection By Deep Unfolding

Yuvraj Singh, Jahnvi Singh Rohela, Kaushani Majumder, Satish Mulleti

ICASSP 2025accepted

The challenge of sensor selection involves choosing a subset of the available measurements to estimate data while aiming to minimize estimation errors. Traditionally, convex relaxation methods with solvers like the projected subgradient (PSG) algorithm have been employed to address this problem. How…

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2023

Sample-Efficient Robust MMV Recovery Algorithm

Yuvraj Singh, Jahnvi Singh Rohela, Satish Mulleti

ICASSP 2023accepted

Recovering multiple measurement vectors (MMVs) with common sparse support from compressed measurements is an important problem in many applications. Theoretical results and practical algorithms that use rank properties of the MMVs have been shown to require fewer measurements. These methods use the…

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