Wifi sensing on the edge: Signal processing techniques and challenges for real-world systems
SM Hernandez, E Bulut - IEEE Communications Surveys & …, 2022 - ieeexplore.ieee.org
In this work, we evaluate the feasibility of deploying ubiquitous WiFi sensing systems at the
edge and consider the applicability of existing techniques on constrained edge devices and …
edge and consider the applicability of existing techniques on constrained edge devices and …
A survey of approaches to unobtrusive sensing of humans
The increasing amount of human-related and/or human-originated data in current systems is
both an opportunity and a challenge. Nevertheless, despite relying on the processing of …
both an opportunity and a challenge. Nevertheless, despite relying on the processing of …
Fingerprinting-based indoor localization with commercial MMWave WiFi: A deep learning approach
Existing fingerprint-based indoor localization uses either fine-grained channel state
information (CSI) from the physical layer or coarse-grained received signal strength indicator …
information (CSI) from the physical layer or coarse-grained received signal strength indicator …
Vetaverse: A survey on the intersection of Metaverse, vehicles, and transportation systems
Since 2021, the term" Metaverse" has been the most popular one, garnering a lot of interest.
Because of its contained environment and built-in computing and networking capabilities, a …
Because of its contained environment and built-in computing and networking capabilities, a …
A survey on vital signs monitoring based on Wi-Fi CSI data
The COVID-19 pandemic further highlighted the need to use low-cost remote monitoring
procedures for medical patients. Since the results reported in the literature have shown that …
procedures for medical patients. Since the results reported in the literature have shown that …
Wifi-based real-time breathing and heart rate monitoring during sleep
Good quality sleep is essential for good health and sleep monitoring becomes a vital
research topic. This paper provides a low cost, continuous and contactless WiFi-based vital …
research topic. This paper provides a low cost, continuous and contactless WiFi-based vital …
A CSI-based multi-environment human activity recognition framework
Passive human activity recognition (HAR) systems, in which no sensors are attached to the
subject, provide great potentials compared to conventional systems. One of the recently …
subject, provide great potentials compared to conventional systems. One of the recently …
eHealth CSI: A Wi-Fi CSI dataset of human activities
Recent studies corroborate Wi-Fi Channel State Information (CSI) usability to monitor
patients remotely and obtain health information non-invasively and with low-cost. In addition …
patients remotely and obtain health information non-invasively and with low-cost. In addition …
BeSense: Leveraging WiFi channel data and computational intelligence for behavior analysis
The ever-evolving informatics technology has gradually bounded human and computer in a
compact way. Understanding user behavior becomes a key enabler in many fields such as …
compact way. Understanding user behavior becomes a key enabler in many fields such as …
Contactless body movement recognition during sleep via WiFi signals
Body movement is one of the most important indicators of sleep quality for elderly people
living alone. Body movement is crucial for sleep staging and can be combined with other …
living alone. Body movement is crucial for sleep staging and can be combined with other …