Stephan Sigg
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View article: Gesture-Based Robot Control Integrating Mm-wave Radar and Behavior Trees
Gesture-Based Robot Control Integrating Mm-wave Radar and Behavior Trees Open
As robots become increasingly prevalent in both homes and industrial settings, the demand for intuitive and efficient human-machine interaction continues to rise. Gesture recognition offers an intuitive control method that does not require…
View article: Radial pulse rate estimation from brightness-mode ultrasound imaging
Radial pulse rate estimation from brightness-mode ultrasound imaging Open
Cardiovascular disease is a global concern with a high economic burden that needs to be controlled. Predictors of cardiovascular disease include blood pressure. There is a drive to evaluate these predictors through continuous non-invasive …
View article: Non-Invasive Arterial Pulse Detection with Millimeter-wave Radar and Comparison With Photoplethysmography
Non-Invasive Arterial Pulse Detection with Millimeter-wave Radar and Comparison With Photoplethysmography Open
Cardiovascular diseases remain a leading cause of mortality and disability. The convenient measurement of cardiovascular health using smart systems is therefore a key enabler to foster accurate and early detection and diagnosis of cardiova…
View article: Transient Authentication from First-Person-View Video
Transient Authentication from First-Person-View Video Open
We propose PassFrame, a system which utilizes first-person-view videos to generate personalized authentication challenges based on human episodic memory of event sequences. From the recorded videos, relevant (memorable) scenes are selected…
View article: On the Challenge of Generating Multivariate Time Series Data from Distributed Sensors in IoT-enabled Scenarios
On the Challenge of Generating Multivariate Time Series Data from Distributed Sensors in IoT-enabled Scenarios Open
Publisher Copyright: © 2024 Copyright held by the owner/author(s).
View article: Angle-Agnostic Radio Frequency Sensing Integrated Into 5G-NR
Angle-Agnostic Radio Frequency Sensing Integrated Into 5G-NR Open
Publisher Copyright: © 2001-2012 IEEE. | openaire: EC/H2020/813999/EU//WINDMILL
View article: RFID-based Human Activity Recognition Using Multimodal Convolutional Neural Networks
RFID-based Human Activity Recognition Using Multimodal Convolutional Neural Networks Open
Publisher Copyright: © 2024 IEEE. | openaire: EC/HE/101071179/EU//SUSTAIN
View article: Environment and Person-independent Gesture Recognition with Non-static RFID Tags Leveraging Adaptive Signal Segmentation
Environment and Person-independent Gesture Recognition with Non-static RFID Tags Leveraging Adaptive Signal Segmentation Open
Publisher Copyright: © 2024 IEEE. | openaire: EC/HE/101071179/EU//SUSTAIN
View article: Generating Multivariate Synthetic Time Series Data for Absent Sensors from Correlated Sources
Generating Multivariate Synthetic Time Series Data for Absent Sensors from Correlated Sources Open
Publisher Copyright: © 2024 Owner/Author.
View article: Proceedings of the 2nd International Workshop on Networked AI Systems
Proceedings of the 2nd International Workshop on Networked AI Systems Open
This research introduces a framework for constructing networked artificial intelligence systems featuring a lightweight neural network front-end tailored for long and intricate sequential data, such as audio voice recordings and health sig…
View article: A Paradigm Shift From an Experimental-Based to a Simulation-Based Framework Using Motion-Capture Driven MIMO Radar Data Synthesis
A Paradigm Shift From an Experimental-Based to a Simulation-Based Framework Using Motion-Capture Driven MIMO Radar Data Synthesis Open
Publisher Copyright: Authors
View article: Awareness in robotics: An early perspective from the viewpoint of the EIC Pathfinder Challenge "Awareness Inside''
Awareness in robotics: An early perspective from the viewpoint of the EIC Pathfinder Challenge "Awareness Inside'' Open
Consciousness has been historically a heavily debated topic in engineering, science, and philosophy. On the contrary, awareness had less success in raising the interest of scholars in the past. However, things are changing as more and more…
View article: Towards Green Edge Intelligence
Towards Green Edge Intelligence Open
This study presents our ongoing activities, along with a demonstration that showcases the integration of these endeavours into a real-world application. We demonstrate the integration of IoT devices with energy harvesting systems, as well …
View article: PPSFL: Privacy-preserving Split Federated Learning via Functional Encryption
PPSFL: Privacy-preserving Split Federated Learning via Functional Encryption Open
In this paper, we propose a novel and efficient privacy-preserving split federated learning (PPSFL) framework, that achieves both privacy protection and model accuracy with reasonable computational and communication cost. We describe the i…
View article: PPSFL: Privacy-preserving Split Federated Learning via Functional Encryption
PPSFL: Privacy-preserving Split Federated Learning via Functional Encryption Open
In this paper, we propose a novel and efficient privacy-preserving split federated learning (PPSFL) framework, that achieves both privacy protection and model accuracy with reasonable computational and communication cost. We describe the i…
View article: Accurate RF-sensing of complex gestures using RFID with variable phase-profiles
Accurate RF-sensing of complex gestures using RFID with variable phase-profiles Open
Publisher Copyright: © 2023 IEEE. | openaire: EC/HE/101071179/EU//SUSTAIN
View article: Fast converging Federated Learning with Non-IID Data
Fast converging Federated Learning with Non-IID Data Open
Publisher Copyright: © 2023 IEEE.
View article: Message from the General and TPC Co-Chairs
Message from the General and TPC Co-Chairs Open
The ninth IEEE International Conference on Smart Computing (SmartComp 2023), sponsored by the IEEE Computer Society, will be held in-person in Nashville, Tennessee, USA.It continues the tradition of the previous editions in presenting high…
View article: Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition
Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition Open
Human activity recognition (HAR) from on-body sensors is a core functionality in many AI applications: from personal health, through sports and wellness to Industry 4.0. A key problem holding up progress in wearable sensor-based HAR, compa…
View article: A Joint Radar and Communication Approach for 5G NR using Reinforcement Learning
A Joint Radar and Communication Approach for 5G NR using Reinforcement Learning Open
Funding Information: This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie Grant agreement No. 813999, HPY Research Foundation and Nokia Foundation Publi…
View article: Detecting an Ataxia-Type Disease from Acceleration Data
Detecting an Ataxia-Type Disease from Acceleration Data Open
Funding Information: We acknowledge partial funding by the German Academic Exchange Service (DAAD) in the frame of the DAAD RISE Program. Publisher Copyright: © 2023 IEEE.
View article: Water quality analysis using mmWave radars
Water quality analysis using mmWave radars Open
Funding Information: This project has received funding from the European Union s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie Grant agreement No. 813999, HPY Research Foundation and Nokia Foundation. Fund…
View article: Personalized Gestures Through Motion Transfer: Protecting Privacy in Pervasive Surveillance
Personalized Gestures Through Motion Transfer: Protecting Privacy in Pervasive Surveillance Open
Publisher Copyright: IEEE
View article: Knowledge Sharing in AI Services: A Market-Based Approach
Knowledge Sharing in AI Services: A Market-Based Approach Open
Machine-to-machine communication (M2M) is becoming the most significant share of wireless traffic, largely due to emerging applications in the Internet of Things (IoT) including those for smart cities and intelligent transportation systems…
View article: Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks
Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks Open
EC/H2020/813999/EU//WINDMILL
View article: User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars Open
Since electromagnetic signals are omnipresent, Radio Frequency (RF)-sensing has the potential to become a universal sensing mechanism with applications in localization, smart-home, retail, gesture recognition, intrusion detection, etc. Two…