Persistent homology approach for human presence detection from 60 GHz OTFS transmissions
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Date
2023-02-16
Authors
Maršálek, Roman
Zedka, Radim
Zöchmann, Erich
Vychodil, Josef
Závorka, Radek
Ghiaasi Hafezi, Golsa
Blumenstein, Jiří
0000-0003-2926-5507Advisor
Referee
Mark
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Publisher
MDPI
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Abstract
Orthogonal Time Frequency Space (OTFS) is a new, promising modulation waveform candidate for the next generation integrated sensing and communication (ISAC) systems, providing the environment-awareness capabilities together with high speed wireless data communications. This paper presents original results of OTFS-based person monitoring measurements in the 60 GHz millimeter-wave frequency band under realistic conditions, without the assumption of an integer ratio between the actual delays and Doppler shifts of the reflected components and the corresponding resolution of the OTFS grid. As the main contribution of the paper, we propose the use of the persistent homology technique as a method for processing of gathered delay-Doppler responses. We highlight the advantages of persistence homology approach over the standard constant false alarm rate target detector for selected scenarios.
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Peer-reviewed
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en