Result Details
Persistent homology approach for human presence detection from 60 GHz OTFS transmissions
Zedka Radim, Ing., Ph.D.
Zöchmann Erich, Dr.techn. Ing.
Vychodil Josef, Ing., Ph.D., UREL (FEEC)
Závorka Radek, Ing., UREL (FEEC)
Ghiaasi Hafezi Golsa, Ph.D.
Blumenstein Jiří, doc. Ing., Ph.D., UREL (FEEC)
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.
OTFS; millimeter-waves; persistent homology; CFAR; person detection
@article{BUT181670,
author="Roman {Maršálek} and Radim {Zedka} and Erich {Zöchmann} and Josef {Vychodil} and Radek {Závorka} and Golsa {Ghiaasi Hafezi} and Jiří {Blumenstein}",
title="Persistent homology approach for human presence detection from 60 GHz OTFS transmissions",
journal="SENSORS",
year="2023",
volume="23",
number="4",
pages="1--17",
doi="10.3390/s23042224",
url="https://www.mdpi.com/1424-8220/23/4/2224"
}