Stephan Sigg

Stephan Sigg

Aalto-yliopisto

H-index: 28

Europe-Finland

About Stephan Sigg

Stephan Sigg, With an exceptional h-index of 28 and a recent h-index of 20 (since 2020), a distinguished researcher at Aalto-yliopisto, specializes in the field of Activity recognition, Usable security, RF sensing, Ambient Intelligence, Mobile and ubiquitous computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Towards Green Edge Intelligence

Direction-agnostic gesture recognition system using commercial WiFi devices

Awareness in robotics: An early perspective from the viewpoint of the EIC Pathfinder Challenge" Awareness Inside''

A Paradigm Shift from an Experimental-Based to a Simulation-Based Framework Using Motion-Capture Driven MIMO Radar Data Synthesis

PPSFL: Privacy-preserving Split Federated Learning via Functional Encryption

A Joint Radar and Communication Approach for 5G NR using Reinforcement Learning

Unsupervised Diffusion Model for Sensor-based Human Activity Recognition

Water quality analysis using mmWave radars

Stephan Sigg Information

University

Position

Associate Professor

Citations(all)

3097

Citations(since 2020)

1821

Cited By

1937

hIndex(all)

28

hIndex(since 2020)

20

i10Index(all)

58

i10Index(since 2020)

33

Email

University Profile Page

Google Scholar

Stephan Sigg Skills & Research Interests

Activity recognition

Usable security

RF sensing

Ambient Intelligence

Mobile and ubiquitous computing

Top articles of Stephan Sigg

Title

Journal

Author(s)

Publication Date

Towards Green Edge Intelligence

Sami Ben Cheikh

Stephan Sigg

2024/3/22

Direction-agnostic gesture recognition system using commercial WiFi devices

Computer Communications

Yuxi Qin

Stephan Sigg

Su Pan

Zibo Li

2024/2/15

Awareness in robotics: An early perspective from the viewpoint of the EIC Pathfinder Challenge" Awareness Inside''

arXiv preprint arXiv:2402.09030

Cosimo Della Santina

Carlos Hernandez Corbato

Burak Sisman

Luis A Leiva

Ioannis Arapakis

...

2024/2/14

A Paradigm Shift from an Experimental-Based to a Simulation-Based Framework Using Motion-Capture Driven MIMO Radar Data Synthesis

IEEE Sensors Journal

Sahil Waqar

Muhammad Muaaz

Stephan Sigg

Matthias Pätzold

2024/4/15

PPSFL: Privacy-preserving Split Federated Learning via Functional Encryption

Authorea Preprints

Jing Ma

Lv Xixiang

Yong Yu

Stephan Sigg

2023/11/1

A Joint Radar and Communication Approach for 5G NR using Reinforcement Learning

IEEE Communications Magazine

Dariush Salami

Wanru Ning

Kalle Ruttik

Riku Jäntti

Stephan Sigg

2023/5/18

Unsupervised Diffusion Model for Sensor-based Human Activity Recognition

Si Zuo

Vitor Fortes

Sungho Suh

Stephan Sigg

Paul Lukowicz

2023/10/8

Water quality analysis using mmWave radars

Dariush Salami

Anni Juvakoski

Riku Vahala

Michael Beigl

Stephan Sigg

2023/3/13

Ambient Intelligence-training

Stephan Sigg

2023/8/17

Detecting an ataxia-type disease from acceleration data

Eileen Kränzle

Stephan Sigg

2023/3/13

Fast converging Federated Learning with Non-IID Data

Si-Ahmed Naas

Stephan Sigg

2023/6/20

Introduction to the Special Issue on Wireless Sensing for IoT

Huadong Ma

Yuan He

Mo Li

Neal Patwari

Stephan Sigg

2023/12/20

Ambient Intelligence

The Ambient Intelligent Classroom: Beyond the Indispensable Educator

Matthew Montebello

Matthew Montebello

2019

Accurate RF-sensing of complex gestures using RFID with variable phase-profiles

Sahar Golipoor

Stephan Sigg

2023/6/19

An Application Programming Interface for Android to support dedicated 5G network slicing

Julián Jerónimo Bañuelos

Jose Costa-Requena

Jiayuan He

Flora Salim

Stephan Sigg

2023/11/7

Message from the general and tpc co-chairs

Abhishek Dubey

Niki Trigoni

Aron Laszka

Stephan Sigg

2023

Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition

arXiv preprint arXiv:2306.05285

Si Zuo

Vitor Fortes Rey

Sungho Suh

Stephan Sigg

Paul Lukowicz

2023/5/30

CardioID: Secure ECG-BCG Agnostic Interaction-Free Device Pairing

IEEE Access

Si Zuo

Stephan Sigg

Nils Beck

Nico Jähne-Raden

Marie Cathrine Wolf

2022/12/2

Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks

Anay Ajit Deshpande

Cristian J Vaca-Rubio

Salman Mohebi

Dariush Salami

Elisabeth De Carvalho

...

2022/6/1

Tesla-Rapture

Dariush Salami

Ramin Hasibi

Sameera Palipana

Petar Popovski

Tom Michoel

...

2022

See List of Professors in Stephan Sigg University(Aalto-yliopisto)

Co-Authors

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