Publications
2023
[2022
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What’s Up for the Weekend? Exploiting Day Type Information in Non-Intrusive Load Monitoring
Mazen Bouchur, Daniel Szafranski, Andreas Reinhardt
6th International Workshop on Non-Intrusive Load Monitoring (NILM) -
Investigating Constructive Interference for LoRa-based WSNs
Daniel Szafranski, Mazen Bouchur, Andreas Reinhardt
19th GI/ITG KuVS Fachgespräch “Sensornetze” (FGSN)
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Efficient Neural Network Representations for Energy Data Analytics on Embedded Systems
Mazen Bouchur, Andreas Reinhardt
13th ACM International Conference on Future Energy Systems (e-Energy)
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SFMGNet: A Physics-based Neural Network To Predict Pedestrian Trajectories
Sakif Hossain, Fatema T. Johora, Jörg P. Müller, Sven Hartmann, Andreas Reinhardt
AAAI Spring Symposium on Machine Learning and Knowledge Engineering for Hybrid Intelligence (AAAI-MAKE)
2021
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Editorial of the Special Issue: "Energy Data Analytics for Smart Meter Data"
Andreas Reinhardt, Lucas Pereira
MDPI Energies -
Collaborative Approaches to Mitigate Links of Variable Quality in LoRa Networks
Henrik Rosenberg, Andreas Reinhardt
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)
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Watt's up at Home? Smart Meter Data Analytics from a Consumer-Centric Perspective
Benjamin Völker, Andreas Reinhardt, Anthony Faustine, Lucas Pereira
MDPI Energies
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The Impact of Ambient Sensing on the Recognition of Electrical Appliances
Jana Huchtkoetter, Marcel Alwin Tepe, Andreas Reinhardt
MDPI Energies
2020
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On the Impact of the Sequence Length on Sequence-to-Sequence and Sequence-to-Point Learning for NILM
Andreas Reinhardt, Mazen Bouchur
5th International Workshop on Non-Intrusive Load Monitoring (NILM)
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On the Impact of Temporal Data Resolution on the Accuracy of Non-Intrusive Load Monitoring
Jana Huchtkoetter, Andreas Reinhardt
7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys)
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Engineering Human-Machine Teams for Trusted Collaboration
Basel Alhaji, Janine Beecken, Rüdiger Ehlers, Jan Gertheiss, Felix Merz, Jörg P. Müller, Michael Prilla, Andreas Rausch, Andreas Reinhardt, Delphine Reinhardt, Christian Rembe, Niels-Ole Rohweder, Christoph Schwindt, Stephan Westphal, Jürgen Zimmermann
MDPI Big Data and Cognitive Computing
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Device-Free User Activity Detection using Non-Intrusive Load Monitoring: A Case Study
Andreas Reinhardt, Christoph Klemenjak
2nd ACM Workshop on Device Free Human Sensing (DFHS)
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How does Load Disaggregation Performance Depend on Data Characteristics? Insights from a Benchmarking Study
Andreas Reinhardt, Christoph Klemenjak
11th ACM International Conference on Future Energy Systems (e-Energy)
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A Study on Fundamental Waveform Shapes in Microscopic Electrical Load Signatures
Raneen Younis, Andreas Reinhardt
MDPI Energies
2019
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Electricity Consumption Data Sets: Pitfalls and Opportunities
Christoph Klemenjak, Andreas Reinhardt, Lucas Pereira, Mario Berges, Stephen Makonin, Wilfried Elmenreich
6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys)
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Reliable Streaming and Synchronization of Smart Meter Data over Intermittent Data Connections
Chenfeng Zhu, Andreas Reinhardt
IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)
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A Test Bench to Collect Electrical Appliance Load Signatures and Ambient Conditions
Daniel Serbu, Andreas Reinhardt
18th GI/ITG KuVS Fachgespräch “Sensornetze” (FGSN)
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A Study on the Impact of Data Sampling Rates on Load Signature Event Detection
Jana Huchtkoetter, Andreas Reinhardt
Energy Informatics
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Privacy-Preserving Human-Machine Co-Existence on Smart Factory Shop Floors
Alexander Richter, Andreas Reinhardt, Delphine Reinhardt
2nd Clausthal-Göttingen International Workshop on Simulation Science (SimScience)
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ANNO: A Time Series Annotation Tool to Evaluate Event Detection Algorithms
Jana Huchtkoetter, Andreas Reinhardt, Sakif Hossain
2nd Clausthal-Göttingen International Workshop on Simulation Science (SimScience)
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Advances to Energy Informatics: On the Collection, Processing, and Privacy Protection of Electricity Consumption Data
Andreas Reinhardt
Habilitation Thesis
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How Smooth is my Ride? Detecting Bikeway Conditions from Smartphone Video Streams
Janine Beecken, Andreas Reinhardt
6th International Workshop on Crowd Assisted Sensing, Pervasive Systems and Communications (CASPer)
2018
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Relational or Non-Relational? A Comparative Evaluation of Database Solutions for Energy Consumption Data
Ambreen Zaina, Andreas Reinhardt, Jana Huchtkoetter
9th ACM International Conference on Future Energy Systems (e-Energy)
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PulseHV: Opportunistic Data Transmissions over High Voltage Pulses for Smart Farming Applications
Jana Huchtkoetter, Andreas Reinhardt, Ulf Kulau
14th International Conference on Distributed Computing in Sensor Systems (DCOSS)
This paper was the runner-up to the best paper award. -
Demo: Taking Advantage of the Shock Hazard: How to Use an Electric Fence for Data Transfers
Jana Huchtkoetter, Andreas Reinhardt
14th International Conference on Distributed Computing in Sensor Systems (DCOSS)
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Emerging Trends in Avionics Networking
Andreas Reinhardt, Aysegul Aglargoz
Advances in Aeronautical Informatics - Technologies Towards Flight 4.0
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CLAP: Cooperative Locality-Aware Data Processing in Heterogeneous Fog Environments
Aditya Raj, Andreas Reinhardt
1st GI/ITG KuVS Fachgespräch "Fog Computing" (FGFC)
2017
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Adaptive Load Signature Coding for Electrical Appliance Monitoring over Low-Bandwidth Communication Channels
Andreas Reinhardt
5th IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT)
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Dynamic Reconfigurability of Wireless Sensor and Actuator Networks in Aircraft
Aysegul Aglargoz, Andreas Bierig, Andreas Reinhardt
IEEE International Conference on Wireless for Space and Extreme Environments (WiSEE)
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Automating Human Motor Performance Ability Testing: The Case of Backward Step Detection
Caroline Goericke, Andreas Reinhardt, Horst Kruesemann, Regina Semmler-Ludwig
12th IEEE International Workshop on Practical Issues in Building Sensor Network Applications (SenseApp)
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AMBAL: Realistic Load Signature Generation for Load Disaggregation Performance Evaluation
Nadezda Buneeva, Andreas Reinhardt
IEEE International Conference on Smart Grid Communications (SmartGridComm) Symposium on Big Data Management and Analytics
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TUCap: A Sensing System to Capture and Process Appliance Power Consumption in Smart Spaces
Andreas Reinhardt
16th GI/ITG KuVS Fachgespräch “Sensornetze” (FGSN)
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A Simulative Study of Network Association Delays in IEEE 802.15.4e TSCH Networks
Lu Wang, Andreas Reinhardt
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)
2016
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Detecting Anomalous Electrical Appliance Behavior based on Motif Transition Likelihood Matrices
Andreas Reinhardt, Delphine Reinhardt
IEEE International Conference on Smart Grid Communications (SmartGridComm) Symposium on Data Management, Grid Analytics and Dynamic Pricing
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Poster Abstract: Synthetic Aggregate Household Consumption Trace Generation with SHoCo
Malte Mues, Andreas Reinhardt
D-A-CH+ Energy Informatics 2016 Conference (EI)
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Comparing the Energy Efficiency of Communication Protocols based on Constructive Interference
Daniel Serbu, Andreas Reinhardt
15th GI/ITG KuVS Fachgespräch “Drahtlose Sensornetze” (FGSN)
2015
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Worried About Privacy? Let Your PV Converter Cover Your Electricity Consumption Fingerprints
Andreas Reinhardt, Georgios Konstantinou, Dominik Egarter, Delphine Christin
IEEE International Conference on Smart Grid Communications (SmartGridComm) Symposium on Cyber Security and Privacy
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RFT: Identifying Suitable Neighbors for Concurrent Transmissions in Point-to-Point Communications
Jin Zhang, Andreas Reinhardt, Wen Hu, Salil S. Kanhere
18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM)
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Inferring Smartphone Positions based on Collecting the Environment's Response to Vibration Motor Actuation
Irina Diaconita, Andreas Reinhardt, Delphine Christin, Christoph Rensing
ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM) Symposium on QoS and Security for Wireless and Mobile Networks (Q2SWinet)
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Averting the Privacy Risks of Smart Metering by Local Data Preprocessing
Andreas Reinhardt, Frank Englert, Delphine Christin
Pervasive and Mobile Computing (PMC)
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Lightweight Clustering of Spatio-Temporal Data in Resource Constrained Mobile Sensing
Ghulam Murtaza, Andreas Reinhardt, Salil S. Kanhere, Sanjay Jha
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)
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RoCoCo: Receiver-initiated Opportunistic Data Collection and Command Multicasting for WSNs
Andreas Reinhardt, Christian Renner
12th European Conference on Wireless Sensor Networks (EWSN)
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Extracting Human Behavior Patterns from Appliance-level Power Consumption Data
Alaa Alhamoud, Pei Xu, Andreas Reinhardt, Frank Englert, Philipp Scholl, Doreen Böhnstedt, Ralf Steinmetz
12th European Conference on Wireless Sensor Networks (EWSN)
2014
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Can Smart Plugs Predict Electric Power Consumption? A Case Study
Andreas Reinhardt, Delphine Christin, Salil S. Kanhere
11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous)
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Bleep Bleep! Determining Smartphone Locations by Opportunistically Recording Notification Sounds
Irina Diaconita, Andreas Reinhardt, Delphine Christin, Christoph Rensing
11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous)
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Wireless Sensor Networks and Their Applications: Where Do We Stand? And Where Do We Go?
Andreas Reinhardt, Sebastian Zöller, Delphine Christin
13th GI/ITG KuVS Fachgespräch "Drahtlose Sensornetze" (FGSN)
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SMARTENERGY.KOM: An Intelligent System for Energy Saving in Smart Home
Alaa Alhamoud, Felix Ruettiger, Andreas Reinhardt, Frank Englert, Daniel Burgstahler, Doreen Boehnstedt, Christian Gottron, Ralf Steinmetz
3rd Workshop on GlObal Trends in Smart Cities (goSMART)
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PowerSAX: Fast Motif Matching in Distributed Power Meter Data Using Symbolic Representations
Andreas Reinhardt, Sebastian Koessler
9th IEEE International Workshop on Practical Issues in Building Sensor Network Applications (SenseApp)
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Remote Node Reconfiguration in Opportunistic Data Collection Wireless Sensor Networks
Andreas Reinhardt, Christian Renner
IEEE International Symposium on a World of Wireless Mobile and Multimedia Networks (WoWMoM)
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Creating Personal Bandwidth Maps using Opportunistic Throughput Measurements
Ghulam Murtaza, Andreas Reinhardt, Mahbub Hassan, Salil S. Kanhere
IEEE International Conference on Communications (ICC)
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Do You Hear What I Hear? Using Acoustic Probing to Detect Smartphone Locations
Irina Diaconita, Andreas Reinhardt, Frank Englert, Delphine Christin, Ralf Steinmetz
1st Symposium on Activity and Context Modeling and Recognition (ACOMORE)
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Poster Abstract: AGRO - Optimal Routing with Low Latency and Energy Consumption in WSNs with Aerial Relay Nodes
Jin Zhang, Kai Li, Andreas Reinhardt, Salil S. Kanhere
11th European Conference on Wireless Sensor Networks (EWSN)
2013
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Reduce the Number of Sensors: Sensing Acoustic Emissions to Estimate Energy Wastage
Frank Englert, Irina Diaconita, Andreas Reinhardt, Alaa Alahamoud, Ralf Steinmetz
5th ACM Workshop On Embedded Systems For Energy-Efficient Buildings (BuildSys)
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Predicting the Power Consumption of Electric Appliances through Time Series Pattern Matching
Andreas Reinhardt, Delphine Christin, Salil S. Kanhere
5th ACM Workshop On Embedded Systems For Energy-Efficient Buildings (BuildSys)
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Smarter Buildings for the Smart Grid? Let Them Forecast Their Power Consumption!
Andreas Reinhardt, Delphine Christin, Kai Li, Salil S. Kanhere, Jin Zhang
38th Annual IEEE Conference on Local Computer Networks (LCN)
Received the Best Demonstration Award
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On the Efficiency of Privacy-Preserving Path Hiding for Mobile Sensing Applications
Delphine Christin, Andreas Reinhardt, Matthias Hollick
38th Annual IEEE Conference on Local Computer Networks (LCN)
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Enhancing User Privacy by Preprocessing Distributed Smart Meter Data
Andreas Reinhardt, Frank Englert, Delphine Christin
3rd IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT)
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Data Filtering for Wireless Sensor Networks Using Forecasting and Value of Information
Sebastian Zöller, Christian Vollmer, Markus Wachtel, Ralf Steinmetz, Andreas Reinhardt
38th Annual IEEE Conference on Local Computer Networks (LCN)
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Exploiting Platform Heterogeneity in Wireless Sensor Networks by Shifting Resource-Intensive Tasks to Dedicated Processing Nodes
Andreas Reinhardt, Daniel Burgstahler
14th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)
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How to Auto-Configure Your Smart Home? High-Resolution Power Measurements to the Rescue
Frank Englert, Till Schmitt, Sebastian Kößler, Andreas Reinhardt, Ralf Steinmetz
4th International Conference on Future Energy Systems (ACM e-Energy)
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Pre-Allocating Code Mappings for Energy-Efficient Data Encoding in Wireless Sensor Networks
Andreas Reinhardt, Delphine Christin, Ralf Steinmetz
9th IEEE PerCom Workshop on Sensor Networks and Systems for Pervasive Computing (PerSeNS)
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Integrating Wireless Sensor Nodes and Smartphones for Energy-Efficient Data Exchange in Smart Environments
Sebastian Zöller, Andreas Reinhardt, Markus Wachtel, Ralf Steinmetz
5th International Workshop on Smart Environments and Ambient Intelligence (SENAmI)
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Share with Strangers: Privacy Bubbles as User-Centered Privacy Control for Mobile Content Sharing Applications
Delphine Christin, Pablo Sanchez Lopez, Andreas Reinhardt, Matthias Hollick, Michaela Kauer
Information Security Technical Report
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CPaaS: Context Processing as a Service
Daniel Burgstahler, Sonja Bergsträßer, Doreen Böhnstedt, Andreas Reinhardt, Alaa Alhamoud, Frank Englert, Johannes Schmitt, Ralf Steinmetz
Praxis der Informationsverarbeitung und Kommunikation (PIK)
2012
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Exploring User Preferences for Privacy Interfaces in Mobile Sensing Applications
Delphine Christin, Andreas Reinhardt, Matthias Hollick, Kai Trumpold
11th International Conference on Mobile and Ubiquitous Multimedia (MUM)
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Protecting IEEE 802.11s Wireless Mesh Networks Against Insider Attacks
Andreas Reinhardt, Daniel Seither, André König, Ralf Steinmetz, Matthias Hollick
37th Annual IEEE Conference on Local Computer Networks (LCN)
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On the Accuracy of Appliance Identification Based on Distributed Load Metering Data
Andreas Reinhardt, Paul Baumann, Daniel Burgstahler, Matthias Hollick, Hristo Chonov, Marc Werner, Ralf Steinmetz
2nd IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT)
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Electric Appliance Classification Based on Distributed High Resolution Current Sensing
Andreas Reinhardt, Dominic Burkhardt, Manzil Zaheer, Ralf Steinmetz
7th IEEE International Workshop on Practical Issues in Building Sensor Network Applications (SenseApp)
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Distributed Data Filtering in Logistics Wireless Sensor Networks Based on Transmission Relevance
Sebastian Zöller, Andreas Reinhardt, Ralf Steinmetz
37th IEEE Conference on Local Computer Networks (LCN)
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VDE-Positionspapier Energieinformationsnetze und -systeme, Teil A: Verteilungsnetzautomatisierung im Smart Grid - Konzepte, Architekturen und Technologien
Jörg Benze, Christian Diedrich, Holger Hänchen, Hans Honecker, Christian Hübner, Mariam Khattabi, Andreas Kießling, Holger Krings, Ralf Lehnert, Sebastian Lehnhoff, Andreas Reinhardt, Erich Stein, Ralf Steinmetz, Mathias Uslar
Verband der Elektrotechnik Elektronik Informationstechnik e.V.
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The Hitchhiker's Guide to Choosing the Compression Algorithm for Your Smart Meter Data
Martin Ringwelski, Christian Renner, Andreas Reinhardt, Andreas Weigel, Volker Turau
2nd IEEE ENERGYCON Conference and Exhibition / ICT for Energy Symposium (ENERGYCON)
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Demo Abstract: Visualizing the Migration Process of Virtual Machines
Christian Gottron, Sebastian Fiebig, André König, Andreas Reinhardt, Ralf Steinmetz
12th Würzburg Workshop on IP: Joint ITG and Euro-NF Workshop "Visions of Future Generation Networks" (EuroView)
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Privacy Bubbles: User-Centered Privacy Control for Mobile Content Sharing Applications
Delphine Christin, Pablo Sánchez López, Andreas Reinhardt, Matthias Hollick, Michaela Kauer
6th IFIP WG 11.2 International Workshop on Information Security Theory and Practice: Security, Privacy and Trust in Computing Systems and Ambient Intelligent Ecosystems (WISTP)
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CBFR: Bloom Filter Routing with Gradual Forgetting for Tree-structured Wireless Sensor Networks with Mobile Nodes
Andreas Reinhardt, Olivia Morar, Silvia Santini, Sebastian Zöller, Ralf Steinmetz
13th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)
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Kontextbasierte Eventerkennung in der Logistik mit drahtloser Sensornetztechnologie
Sebastian Zöller, Andreas Reinhardt, Ulrich Lampe, André Miede, Ralf Steinmetz
Multikonferenz der Wirtschaftsinformatik (MKWI)
2011
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Designing Sensor Networks for Smart Spaces - Unified Interfacing and Energy-Efficient Communication between Wireless Sensor and Actuator Nodes
Andreas Reinhardt
Doctoral Thesis
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A Survey on Privacy in Mobile Participatory Sensing Applications
Delphine Christin, Andreas Reinhardt, Salil S. Kanhere, Matthias Hollick
Journal of Systems and Software
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SmartMeter.KOM: A Low-cost Wireless Sensor for Distributed Power Metering
Andreas Reinhardt, Dominic Burkhardt, Parag S. Mogre, Manzil Zaheer, Ralf Steinmetz
6th IEEE International Workshop on Practical Issues in Building Sensor Network Applications (SenseApp)
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Scoresheet-based Event Relevance Determination for Energy Efficiency in Wireless Sensor Networks
Sebastian Zöller, Andreas Reinhardt, Stefan Schulte, Ralf Steinmetz
36th Annual IEEE Conference on Local Computer Networks (LCN)
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Privacy-preserving Collaborative Path Hiding for Participatory Sensing Applications
Delphine Christin, Julien Guillemet, Andreas Reinhardt, Matthias Hollick, Salil Kanhere
8th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS)
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A Multi-Threshold Approach for Efficient and User-centric Event Transmission in Logistics Wireless Sensor Networks
Sebastian Zöller, Andreas Kaiser, Andreas Reinhardt, Stefan Schulte, Ralf Steinmetz
6th International Conference on Pervasive Computing and Application (ICPCA)
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On the Integration of Wireless Sensor Networks and Smartphones in the Logistics Domain
Sebastian Zöller, Andreas Reinhardt, Heiko Guckes, Dieter Schullerwie, Ralf Steinmetz
10th GI/ITG KuVS Fachgespräch "Drahtlose Sensornetze" (FGSN)
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PROWIT - Kontext-sensitive Telekommunikation im Geschäftseinsatz
Andreas Reinhardt, Johannes Schmitt, Ralf Steinmetz, Philipp Walter, Simon Schwantzer
Praxis der Informationsverarbeitung und Kommunikation (PIK)
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Lightweight Remote Procedure Calls for Wireless Sensor and Actuator Networks
Andreas Reinhardt, Parag Mogre, Ralf Steinmetz
7th IEEE PerCom Workshop on Sensor Networks and Systems for Pervasive Computing (PerSeNS)
2010
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iVu.KOM: A Framework for Viewer-centric Mobile Location-based Services
Farid Zaid, Parag Mogre, Andreas Reinhardt, Diego Costantini, Ralf Steinmetz
Praxis der Informationsverarbeitung und Kommunikation (PIK)
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WBroximity: Mobile Participatory Sensing for WLAN- and Bluetooth-based Positioning
Farid Zaid, Diego Costantini, Parag Mogre, Andreas Reinhardt, Johannes Schmitt, Ralf Steinmetz
5th IEEE International Workshop on Practical Issues in Building Sensor Network Applications (SenseApp)
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SFHC.KOM: Stateful Header Compression for Wireless Sensor Networks
Andreas Reinhardt, Parag Mogre, Tobias König, Ralf Steinmetz
35th IEEE Conference on Local Computer Networks (LCN)
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A Concept for Cross-Layer Optimization of Wireless Sensor Networks in the Logistics Domain by Exploiting Business Knowledge
Sebastian Zöller, Andreas Reinhardt, Marek Meyer, Ralf Steinmetz
5th IEEE International Workshop on Practical Issues in Building Sensor Network Applications (SenseApp)
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Fine-grained Access Control Enabling Privacy Support in Wireless Sensor Networks
Delphine Christin, Andreas Reinhardt, Salil S. Kanhere, Matthias Hollick
9th GI/ITG KuVS Fachgespräch "Drahtlose Sensornetze" (FGSN)
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Exploring the Applicability of Participatory Sensing in Emergency Scenarios
Diego Costantini, Andreas Reinhardt, Parag Mogre, Ralf Steinmetz
9th GI/ITG KuVS Fachgespräch "Drahtlose Sensornetze" (FGSN)
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Describing Packet Payload Structures using Lightweight Semantic Data Type Annotations
Andreas Reinhardt, Diego Costantini, Ralf Steinmetz
9th GI/ITG KuVS Fachgespräch "Drahtlose Sensornetze" (FGSN)
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Deployment of Wireless Sensor Networks in Logistics - Potential, Requirements, and a Testbed
Sebastian Zöller, Andreas Reinhardt, Marek Meyer, Ralf Steinmetz
9th GI/ITG KuVS Fachgespräch "Drahtlose Sensornetze" (FGSN)
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Sorting the Wheat from the Chaff: Adaptive Sensor Selection for Context-aware Applications
Farid Zaid, Johannes Schmitt, Parag Mogre, Andreas Reinhardt, Matthias Kropff, Ralf Steinmetz
2nd IEEE PerCom Workshop on Information Quality and Quality of Service for Pervasive Computing (IQ2S)
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Trimming the Tree: Tailoring Adaptive Huffman Coding to Wireless Sensor Networks
Andreas Reinhardt, Delphine Christin, Matthias Hollick, Johannes Schmitt, Parag Mogre, Ralf Steinmetz
7th European Conference on Wireless Sensor Networks (EWSN)
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Towards Seamless Binding of Context-aware Services to Ubiquitous Information Sources
Andreas Reinhardt, Johannes Schmitt, Farid Zaid, Parag Mogre, Matthias Kropff, Ralf Steinmetz
4th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS)
2009
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On the Energy Efficiency of Lossless Data Compression in Wireless Sensor Networks
Andreas Reinhardt, Delphine Christin, Matthias Hollick, Ralf Steinmetz
4th IEEE International Workshop on Practical Issues in Building Sensor Network Applications (SenseApp)
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Wireless Sensor Networks and the Internet of Things: Selected Challenges
Delphine Christin, Andreas Reinhardt, Parag Mogre, Ralf Steinmetz
8th GI/ITG KuVS Fachgespräch "Drahtlose Sensornetze" (FGSN)
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Exploiting Platform Heterogeneity in Wireless Sensor Networks for Cooperative Data Processing
Andreas Reinhardt, Ralf Steinmetz
8th GI/ITG KuVS Fachgespräch "Drahtlose Sensornetze" (FGSN)
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Stream-oriented Lossless Packet Compression in Wireless Sensor Networks
Andreas Reinhardt, Matthias Hollick, Ralf Steinmetz
6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON)
2008
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Tubicles: Heterogeneous Wireless Sensor Nodes - Testbed Objectives and Assembly Instructions
Andreas Reinhardt, Jan Hennecke, Steffen Gottwald, Matthias Kropff, Johannes Schmitt, Matthias Hollick, Ralf Steinmetz
Technical Report
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An Extensible Framework for Context-aware Communication Management Using Heterogeneous Sensor Networks
Johannes Schmitt, Matthias Kropff, Andreas Reinhardt, Matthias Hollick, Christian Schäfer, Frank Remetter, Ralf Steinmetz
Technical Report
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Designing a Sensor Network Testbed for Smart Heterogeneous Applications
Andreas Reinhardt, Matthias Kropff, Matthias Hollick, Ralf Steinmetz
3rd IEEE International Workshop on Practical Issues in Building Sensor Network Applications (SenseApp)
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An Approach towards Adaptive Payload Compression in Wireless Sensor Networks
Andreas Reinhardt, Matthias Hollick, Ralf Steinmetz
7th GI/ITG KuVS Fachgespräch "Drahtlose Sensornetze" (FGSN)
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A Methodology for Wireless Sensor Network Prototyping with Sophisticated Debugging Support
Heiko Hinkelmann, Andreas Reinhardt, Manfred Glesner
19th IFIP/IEEE International Symposium on Rapid System Prototyping (RSP)
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Developing a Debugging Interface for Reconfigurable Wireless Sensor Nodes
Andreas Reinhardt, Heiko Hinkelmann, Manfred Glesner
7th European Workshop on Microelectronics Education (EWME)
Received the Best MSc Paper Award
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A Reconfigurable Prototyping Platform for Smart Sensor Networks
Heiko Hinkelmann, Andreas Reinhardt, Sameer Varyani, Manfred Glesner
4th Southern Conference on Programmable Logic (SPL)
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