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M. Ammad

6 papers hereh-index 9230 citations34 works total

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  • first author6

Across the 6 of 6 papers where every author was matched, so the position is known.

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  • math.NA4
  • eess.SP2

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Showing eess.SPShow all

2 papers · 1 filter

eess.SP2026

Descriptor: A Hybrid Indoor and Indoor-Outdoor Positioning Multi-Technology Dataset (HYMN)

Muhammad Ammad, Albrecht Michler, Paul Schwarzbach +3

This article introduces the HYMN (HYbrid Multi-technology Navigation) dataset: a multi-system, and time synchronized dataset for localization research based on opportunistic signal…

eess.SP2025

Range-Angle Likelihood Maps for Indoor Positioning Using Deep Neural Networks

Muhammad Ammad, Paul Schwarzbach, Michael Schultz +1

Accurate and high precision of the indoor positioning is as important as ensuring reliable navigation in outdoor environments. Using the state-of-the-art deep learning models provi…

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