Publications

2024
  • Extremwettermanagement mit digitalen Multiskalen- Methoden: Das EXDIMUM-Projekt

    Markus Gerke, Pedro M. Achanccaray Diaz, Sándor P. Fekete, Michael Figge, Nicola Fohrer, Simon Giutronich, Phillip Keldenich, Sebastian Lutz, Michael Perk, Andreas Reinhardt, Christoph Richter, Christian Rieck, Björn Riedel, Tim Riedemann, Fatemeh Saba, Konstantin Schrader, Anne Schröter, Daniel Szafranski, Aida Taghavi, Paul Wagner

    Beiträge der 44. Wissenschaftlich-Technischen Jahrestagung der DGPF in Remagen

    [BibTeX] [PDF]

  • Deep Learning for Wind and Solar Energy Forecasting in Hydrogen Production

    Arturs Nikulins, Kaspars Sudars, Edgars Edelmers, Ivars Namatevs, Kaspars Ozols, Vitalijs Komasilovs, Aleksejs Zacepins, Armands Kviesis, Andreas Reinhardt

    MDPI Energies

    [BibTeX] [Link]

2023
  • Demo abstract: Towards energy-aware coffee breaks: governing electrical appliance use by energy availability

    Daniel Szafranski, Florian Schmeing, Andreas Reinhardt

    Energy Informatics

    [BibTeX] [Link]

  • Investigating the Effects of Precipitation on the Reliability of Lossy LoRaWAN Links

    Daniel Szafranski, Andreas Reinhardt

    20th GI/ITG KuVS Fachgespräch “Sensornetze” (FGSN)

    [BibTeX] [PDF]

  • ELORA: Even Longer Range Sensor Networking Through Modulated Concurrent LoRa Transmissions

    Daniel Szafranski, Andreas Reinhardt

    1st IEEE Workshop on Wireless outdoor, Long-Range and Low-Power Networks (WoLoLo)

    [BibTeX] [PDF]

  • Zuverlässiges Monitoring von hydrologischen Extremereignissen mithilfe drahtloser Sensorik

    Daniel Szafranski, Andreas Reinhardt, Paul D. Wagner

    Abstract-Band Tag der Hydrologie

    [BibTeX] [PDF]

2022
  • 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)

    [BibTeX] [PDF]

  • Investigating Constructive Interference for LoRa-based WSNs

    Daniel Szafranski, Mazen Bouchur, Andreas Reinhardt

    19th GI/ITG KuVS Fachgespräch “Sensornetze” (FGSN)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

2021
  • Editorial of the Special Issue: "Energy Data Analytics for Smart Meter Data"

    Andreas Reinhardt, Lucas Pereira

    MDPI Energies

    [BibTeX] [Link]

  • 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)

    [BibTeX] [PDF]

  • Watt's up at Home? Smart Meter Data Analytics from a Consumer-Centric Perspective

    Benjamin Völker, Andreas Reinhardt, Anthony Faustine, Lucas Pereira

    MDPI Energies

    [BibTeX] [Link]

  • The Impact of Ambient Sensing on the Recognition of Electrical Appliances

    Jana Huchtkoetter, Marcel Alwin Tepe, Andreas Reinhardt

    MDPI Energies

    [BibTeX] [Link]

2020
  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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

    [BibTeX] [Link]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • A Study on Fundamental Waveform Shapes in Microscopic Electrical Load Signatures

    Raneen Younis, Andreas Reinhardt

    MDPI Energies

    [BibTeX] [Link]

2019
  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • A Test Bench to Collect Electrical Appliance Load Signatures and Ambient Conditions

    Daniel Serbu, Andreas Reinhardt

    18th GI/ITG KuVS Fachgespräch “Sensornetze” (FGSN)

    [BibTeX] [PDF]

  • A Study on the Impact of Data Sampling Rates on Load Signature Event Detection

    Jana Huchtkoetter, Andreas Reinhardt

    Energy Informatics

    [BibTeX] [Link]

  • 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)

    [BibTeX] [Link]

  • 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)

    [BibTeX] [Link]

  • Advances to Energy Informatics: On the Collection, Processing, and Privacy Protection of Electricity Consumption Data

    Andreas Reinhardt

    Habilitation Thesis

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

2018
  • 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)

    [BibTeX] [PDF]

  • 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.

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • Emerging Trends in Avionics Networking

    Andreas Reinhardt, Aysegul Aglargoz

    Advances in Aeronautical Informatics - Technologies Towards Flight 4.0

    [BibTeX] [Link]

  • CLAP: Cooperative Locality-Aware Data Processing in Heterogeneous Fog Environments

    Aditya Raj, Andreas Reinhardt

    1st GI/ITG KuVS Fachgespräch "Fog Computing" (FGFC)

    [BibTeX] [PDF]

2017
  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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

    [BibTeX] [PDF]

  • TUCap: A Sensing System to Capture and Process Appliance Power Consumption in Smart Spaces

    Andreas Reinhardt

    16th GI/ITG KuVS Fachgespräch “Sensornetze” (FGSN)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

2016
  • 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

    [BibTeX] [PDF]

  • Poster Abstract: Synthetic Aggregate Household Consumption Trace Generation with SHoCo

    Malte Mues, Andreas Reinhardt

    D-A-CH+ Energy Informatics 2016 Conference (EI)

    [BibTeX] [PDF]

  • Comparing the Energy Efficiency of Communication Protocols based on Constructive Interference

    Daniel Serbu, Andreas Reinhardt

    15th GI/ITG KuVS Fachgespräch “Drahtlose Sensornetze” (FGSN)

    [BibTeX] [PDF]

2015
  • 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

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • Averting the Privacy Risks of Smart Metering by Local Data Preprocessing

    Andreas Reinhardt, Frank Englert, Delphine Christin

    Pervasive and Mobile Computing (PMC)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • RoCoCo: Receiver-initiated Opportunistic Data Collection and Command Multicasting for WSNs

    Andreas Reinhardt, Christian Renner

    12th European Conference on Wireless Sensor Networks (EWSN)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

2014
  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • Creating Personal Bandwidth Maps using Opportunistic Throughput Measurements

    Ghulam Murtaza, Andreas Reinhardt, Mahbub Hassan, Salil S. Kanhere

    IEEE International Conference on Communications (ICC)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

2013
  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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

    [BibTeX] [Link]

  • 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)

    [BibTeX] [Link]

2012
  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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.

    [BibTeX] [Link]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • Kontextbasierte Eventerkennung in der Logistik mit drahtloser Sensornetztechnologie

    Sebastian Zöller, Andreas Reinhardt, Ulrich Lampe, André Miede, Ralf Steinmetz

    Multikonferenz der Wirtschaftsinformatik (MKWI)

    [BibTeX] [PDF]

2011
  • Designing Sensor Networks for Smart Spaces - Unified Interfacing and Energy-Efficient Communication between Wireless Sensor and Actuator Nodes

    Andreas Reinhardt

    Doctoral Thesis

    [BibTeX] [PDF]

  • A Survey on Privacy in Mobile Participatory Sensing Applications

    Delphine Christin, Andreas Reinhardt, Salil S. Kanhere, Matthias Hollick

    Journal of Systems and Software

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • PROWIT - Kontext-sensitive Telekommunikation im Geschäftseinsatz

    Andreas Reinhardt, Johannes Schmitt, Ralf Steinmetz, Philipp Walter, Simon Schwantzer

    Praxis der Informationsverarbeitung und Kommunikation (PIK)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

2010
  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • Describing Packet Payload Structures using Lightweight Semantic Data Type Annotations

    Andreas Reinhardt, Diego Costantini, Ralf Steinmetz

    9th GI/ITG KuVS Fachgespräch "Drahtlose Sensornetze" (FGSN)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

2009
  • 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)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • Exploiting Platform Heterogeneity in Wireless Sensor Networks for Cooperative Data Processing

    Andreas Reinhardt, Ralf Steinmetz

    8th GI/ITG KuVS Fachgespräch "Drahtlose Sensornetze" (FGSN)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

2008
  • 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

    [BibTeX] [PDF]

  • 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

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • An Approach towards Adaptive Payload Compression in Wireless Sensor Networks

    Andreas Reinhardt, Matthias Hollick, Ralf Steinmetz

    7th GI/ITG KuVS Fachgespräch "Drahtlose Sensornetze" (FGSN)

    [BibTeX] [PDF]

  • 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)

    [BibTeX] [PDF]

  • 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

    [BibTeX] [PDF]

  • A Reconfigurable Prototyping Platform for Smart Sensor Networks

    Heiko Hinkelmann, Andreas Reinhardt, Sameer Varyani, Manfred Glesner

    4th Southern Conference on Programmable Logic (SPL)

    [BibTeX] [PDF]

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