Joint Communication and Sensing for Human Activity Recognition in Wi-Fi 6E

Research output: Contribution to conferencePosterAcademic

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Abstract

Health care and human comfort are intertwined, but proper health care is costly, especially in the case of dementia. Device-free sensing has the potential to increase safety and comfort in activities of daily living in human lives by enabling truly unobtrusive ways to achieve human activity recognition. However, in order to truly enable device-free sensing in real-life scenarios, it should be integrated seamlessly in wireless communication. Currently, transmitting devices employ high (> 100 Hz) constant transmission rates and the designed neural networks cannot deal with realistic wireless networking, including changing receiver rates.
Original languageEnglish
Pages1-5
Number of pages5
Publication statusPublished - 27 Oct 2022
Event5th IFIP International Internet of Things Conference, IoT 2022 - Amsterdam, Netherlands
Duration: 27 Oct 202228 Oct 2022
Conference number: 5
https://ifip-iotconference.org/

Conference

Conference5th IFIP International Internet of Things Conference, IoT 2022
Abbreviated titleIoT 2022
Country/TerritoryNetherlands
CityAmsterdam
Period27/10/2228/10/22
Internet address

Keywords

  • Channel state information
  • Joint communication and sensing
  • Human activity recognition
  • Device-free sensing

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