Detail publikačního výsledku

Human Activity Classification via Millimeter-Wave Channel Level Crossing Estimation

MARŠÁLEK, R.; ZÁVORKA, R.; POSPÍŠIL, M.; VYCHODIL, J.; GÖTTHANS, J.; BLUMENSTEIN, J.

Originální název

Human Activity Classification via Millimeter-Wave Channel Level Crossing Estimation

Anglický název

Human Activity Classification via Millimeter-Wave Channel Level Crossing Estimation

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

Besides their main purpose - the information transfer between two points - the wireless radio frequency transmissions may provide some additional information about the users, such as detection of gestures, accidents or vital signs. The general trend is that to provide these side information, systems do not require any important hardware changes nor any dedicated waveform transmissions. This paper is a preliminary study how a person activity can be detected out of the millimeter-wave channel frequency characteristics monitoring, without need for a complex machine learning method implemented. Basic idea is to monitor the frequency and time variations of wireless channel, expressed with channel level crossing rate and its variations over time

Anglický abstrakt

Besides their main purpose - the information transfer between two points - the wireless radio frequency transmissions may provide some additional information about the users, such as detection of gestures, accidents or vital signs. The general trend is that to provide these side information, systems do not require any important hardware changes nor any dedicated waveform transmissions. This paper is a preliminary study how a person activity can be detected out of the millimeter-wave channel frequency characteristics monitoring, without need for a complex machine learning method implemented. Basic idea is to monitor the frequency and time variations of wireless channel, expressed with channel level crossing rate and its variations over time

Klíčová slova

millimeter-waves; person activity estimation; level crossing rate

Klíčová slova v angličtině

millimeter-waves; person activity estimation; level crossing rate

Autoři

MARŠÁLEK, R.; ZÁVORKA, R.; POSPÍŠIL, M.; VYCHODIL, J.; GÖTTHANS, J.; BLUMENSTEIN, J.

Rok RIV

2022

Vydáno

07.10.2021

ISBN

978-1-6654-2469-1

Kniha

IEEE Microwave Theory and Techniques in Wireless Communications (MTTW) 2021

Strany od

301

Strany do

305

Strany počet

5

BibTex

@inproceedings{BUT174099,
  author="Roman {Maršálek} and Radek {Závorka} and Martin {Pospíšil} and Josef {Vychodil} and Jakub {Götthans} and Jiří {Blumenstein}",
  title="Human Activity Classification via Millimeter-Wave Channel Level Crossing Estimation",
  booktitle="IEEE Microwave Theory and Techniques in Wireless Communications (MTTW) 2021",
  year="2021",
  pages="301--305",
  isbn="978-1-6654-2469-1"
}