TY  - JOUR
A1  - Chromik, Jonas
A1  - Kirsten, Kristina
A1  - Herdick, Arne
A1  - Kappattanavar, Arpita Mallikarjuna
A1  - Arnrich, Bert
T1  - SensorHub
BT  - Multimodal sensing in real-life enables home-based studies
JF  - Sensors
N2  - Observational studies are an important tool for determining whether the findings from controlled experiments can be transferred into scenarios that are closer to subjects' real-life circumstances. A rigorous approach to observational studies involves collecting data from different sensors to comprehensively capture the situation of the subject. However, this leads to technical difficulties especially if the sensors are from different manufacturers, as multiple data collection tools have to run simultaneously. We present SensorHub, a system that can collect data from various wearable devices from different manufacturers, such as inertial measurement units, portable electrocardiographs, portable electroencephalographs, portable photoplethysmographs, and sensors for electrodermal activity. Additionally, our tool offers the possibility to include ecological momentary assessments (EMAs) in studies. Hence, SensorHub enables multimodal sensor data collection under real-world conditions and allows direct user feedback to be collected through questionnaires, enabling studies at home. In a first study with 11 participants, we successfully used SensorHub to record multiple signals with different devices and collected additional information with the help of EMAs. In addition, we evaluated SensorHub's technical capabilities in several trials with up to 21 participants recording simultaneously using multiple sensors with sampling frequencies as high as 1000 Hz. We could show that although there is a theoretical limitation to the transmissible data rate, in practice this limitation is not an issue and data loss is rare. We conclude that with modern communication protocols and with the increasingly powerful smartphones and wearables, a system like our SensorHub establishes an interoperability framework to adequately combine consumer-grade sensing hardware which enables observational studies in real life.
KW  - multimodal sensing
KW  - home-based studies
KW  - activity recognition
KW  - sensor
KW  - systems
KW  - ecological momentary assessment
KW  - digital health
Y1  - 2022
U6  - https://doi.org/10.3390/s22010408
SN  - 1424-8220
VL  - 22
IS  - 1
PB  - MDPI
CY  - Basel
ER  - 
TY  - JOUR
A1  - Iven, Claudia
A1  - Hansen, Bernd
A1  - Anders, Kristina
A1  - Starke, Andreas
A1  - Richardt, Kirsten
A1  - Prüß, Holger
A1  - El Meskioui, Martina
A1  - Haase, Tobias
A1  - Mahlberg, Lea
A1  - Wiehe, Lea
A1  - de Beer, Carola
A1  - Niepelt Karampamapa, Rebekka
A1  - Hofmann, Andrea
A1  - Stadie, Nicole
A1  - Hanne, Sandra
A1  - Thomson, Jenny
A1  - Schäfer, Blanca
A1  - Huttenlauch, Clara
A1  - Wartenburger, Isabell
A1  - Weiland, Katharina
A1  - Wirsam, Anke
A1  - Hartung, Julia
A1  - Wahl, Michael
A1  - Unger, Julia
A1  - Buschmann, Anke
A1  - Seefeld, Martin
A1  - Bethge, Anita
A1  - Fieder, Nora
A1  - Rahman, Rasha Abdel
A1  - Nousair, Iman
A1  - Klassert, Annegret
A1  - Wellmann, Caroline
A1  - Verbree, Rahel
A1  - van Rij, Jacolien
A1  - Sprenger, Simone
A1  - Mähl, Anna Luisa
A1  - Schneider, Kathleen
A1  - Kutz, Anne
A1  - Kaps, Hella
A1  - Frank, Ulrike
A1  - Brekeller, Sophie
A1  - Ryll, Katja
ED  - Breitenstein, Sarah
ED  - Burmester, Juliane
ED  - Yetim, Özlem
ED  - Fritzsche, Tom
T1  - Spektrum Patholinguistik Band 12. Schwerpunktthema: Weg(e) mit dem Stottern: Therapie und Selbsthilfe für Kinder und Erwachsene
T2  - Spektrum Patholinguistik
N2  - Das 12. Herbsttreffen Patholinguistik mit dem Schwerpunktthema »Weg(e) mit dem Stottern: Therapie und Selbsthilfe für Kinder und Erwachsene« fand am 24.11.2018 in Potsdam statt. Das Herbsttreffen wird seit 2007 jährlich vom Verband für Patholinguistik e.V. (vpl) durchgeführt. Der vorliegende Tagungsband beinhaltet die Vorträge zum Schwerpunktthema sowie Beiträge der Posterpräsentationen zu weiteren Themen aus der sprachtherapeutischen Forschung und Praxis.
N2  - The Twelfth Autumn Meeting Patholinguistics (Herbsttreffen Patholinguistik) with its main topic »Away/A way with stuttering: Therapy and self-help for children and adults« took place in Potsdam on November 24 2018. This annual meeting has been organised since 2007 by the Association for Patholinguistics (Verband für Patholinguistik e.V./vpl). The present proceedings contain all talks on the main topic as well as contributions from the poster session covering a broad range of areas in speech/language therapy research and practice.
T3  - Spektrum Patholinguistik - 12 
KW  - Patholinguistik
KW  - Sprachtherapie
KW  - Stottern
KW  - Redeflussstörungen
KW  - Selbsthilfe
KW  - patholinguistics
KW  - speech/language therapy
KW  - stuttering
KW  - fluency disorder
KW  - self-help
Y1  - 2020
U6  - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-437002
SN  - 978-3-86956-479-1
SN  - 1866-9085
SN  - 1866-9433
IS  - 12
PB  - Universitätsverlag Potsdam
CY  - Potsdam
ER  -