Author

S. K. Sahoo

3 papers indexed here

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Oct 2026

Despeckling-Based Augmentation for Noise-Aware SONAR Image Classification on Edge Devices

Real-time sound navigation and ranging (SONAR) image classification on embedded platforms is critical for autonomous underwater monitoring and inspection. However, developing reliable classifiers for such deployments remains challenging due to severe speckle noise, limited annotated training data, and strict computatio...

Swapna Pillai, Siddharth Singh Savner, Aurélien Bonvard et al. · IEEE Sensors Letters · 0 citations

#edge computing Preprint Sep 2026

A Piecewise-Linear Approximation-based Energy-Efficient Error-Optimized Unsigned Square Rooter for Accuracy-Critical Applications

Experimental results demonstrate that EOSQR achieves high computational accuracy with a superior CEM-based accuracy-hardware efficiency trade-off while maintaining visual quality and classification performance, making it well-suited for real-time edge-embedded systems.

Prateek Goyal, S. K. Sahoo · 0 citations

Preprint Aug 2026

Singlet-Doublet fermion origin of dark matter, neutrino mass and inverse first-order electroweak phase transition

We study the possibility of an inverse first-order electroweak phase transition (IFOEWPT) and observable gravitational waves (GW) in a radiative neutrino mass model of scotogenic type where singlet-doublet (SD) fermions, the lightest of whom is the dark matter (DM) candidate, generate the necessary seesaw at one-loop l...

D. Borah, Indrajit Saha, S. K. Sahoo et al. · 0 citations