| 2025 | GLOBECOM | Sustainable Security for Edge AI: Challenges and Solutions. | Tanesh Kumar, Zainab Alwaisi, Abhishek K. Gupta, Nitin Auluck, Petri Mhnen |
| 2025 | NetSoft | Improving IoT Intrusion Detection Using GAN-Based Synthetic Traffic Augmentation. | Sina Hojjatinia, Mehrnoosh Monshizadeh, Vikramajeet Khatri, Petri Mhnen, Zheng Yan |
| 2025 | PIMRC | Estimating Cellular Network Delays in Finnish Railways: A Machine Learning Enhanced Approach. | Saeideh Mansouri, Mohamed Shamekh, Simon Indola, Petri Mhnen |
| 2025 | WCNC | Machine Learning-Based Anomaly Detection and Root Cause Analysis in Mobile Networks. | Miro-Markus Nikula, Lus M. Correia, Antnio Grilo, Petri Mhnen, Lus Santo, Ricardo Dinis |
| 2024 | SOFTCOM | Automated Data Correlation for IoT Anomaly Detection with B5G Networks. | Vikramajeet Khatri, Mehrnoosh Monshizadeh, Sina Hojjatinia, Siwar Kriaa, Petri Mhnen |
| 2023 | INFOCOM | flexRLM: Flexible Radio Link Monitoring for Multi-User Downlink Millimeter-Wave Networks. | Aleksandar Ichkov, Aron Schott, Petri Mhnen, Ljiljana Simic |
| 2023 | INFOCOM | Poster Abstract: Performance of Scalable Cell-Free Massive MIMO in Practical Network Topologies. | Yunlu Xiao, Petri Mhnen, Ljiljana Simic |
| 2023 | PIMRC | Energy and Economic Efficiency of Scalable Cell-Free Massive MIMO Networks. | Yunlu Xiao, Petri Mhnen, Ljiljana Simic |
| 2023 | WCNC | Interference-Aware User Association and Beam Pair Link Allocation in mm-Wave Cellular Networks. | Aleksandar Ichkov, Petri Mhnen, Ljiljana Simic |
| 2022 | GLOBECOM | System Cost Analysis of Scalable Cell-Free Massive MIMO Architectures for 6G Networks. | Yunlu Xiao, Petri Mhnen, Ljiljana Simic |
| 2022 | WoWMoM | Full-Stack ns-3 Framework for the Evaluation of 5G-NR Beam Management in Non-Standalone Downlink Millimeter-Wave Networks. | Aleksandar Ichkov, Onur Atasoy, Petri Mhnen, Ljiljana Simic |
| 2022 | SECON | Comparative Evaluation of Millimeter-Wave Beamsteering Algorithms Using Outdoor Phased Antenna Array Measurements. | Aleksandar Ichkov, Simon Hger, Petri Mhnen, Ljiljana Simic |
| 2021 | GLOBECOM | The Dense Sky: Evaluating System Coexistence of New NGSO Satellite Constellations in the Ka Band. | Jonas Suilmann, Andra M. Voicu, Ljiljana Simic, Petri Mhnen |
| 2021 | MOBICOM | Millimeter-wave beam misalignment effects of small- and large-scale user mobility based on urban measurements. | Aleksandar Ichkov, Immanuel Gehring, Petri Mhnen, Ljiljana Simic |
| 2021 | PIMRC | Quantum Computing for Artificial Intelligence Based Mobile Network Optimization. | Furqan Ahmed, Petri Mhnen |
| 2020 | PIMRC | Is Ray-Tracing Viable for Millimeter-Wave Networking Studies? | Aleksandar Ichkov, Petri Mhnen, Ljiljana Simic |
| 2019 | INFOCOM | Node Centrality Metrics for Hotspots Analysis in Telecom Big Data. | Emil Mededovic, Vaggelis G. Douros, Petri Mhnen |
| 2019 | PIMRC | Performance of Radar and Communication Networks Coexisting in Shared Spectrum Bands. | Andrea Munari, Nina Grosheva, Ljiljana Simic, Petri Mhnen |
| 2018 | MOBICOM | Network Control Overhead of Mobility Support in Millimeter-Wave Urban Cellular Networks. | Aleksandar Ichkov, Frenki Malloli, Petri Mhnen, Ljiljana Simic |
| 2018 | MOBICOM | mm-Wave Radar Based Gesture Recognition: Development and Evaluation of a Low-Power, Low-Complexity System. | Avishek Patra, Philipp Geuer, Andrea Munari, Petri Mhnen |
| 2018 | Mobisys | Do Unmanned Aerial Vehicles Cause Harmful Interference to Ground Wireless Network Deployments? | Andra M. Voicu, Bernd Rrick, Ljiljana Simic, Petri Mhnen |
| 2018 | PERCOM | Accuracy of Multimodal Pedestrian Localisation in Different Terminal Contexts. | Janne Riihijrvi, Xiping Deng, Petri Mhnen |
| 2018 | WCNC | DMDL: A hierarchical approach to design, visualize, and implement MAC protocols. | Peng Wang, Marina Petrova, Petri Mhnen |
| 2018 | WiOpt | On the efficiency of lightweight content placement heuristics for cache-enabled networks. | Vaggelis G. Douros, Janne Riihijrvi, Petri Mhnen |
| 2017 | INFOCOM | Demo abstract: An open source toolchain for planning and visualizing highly directional mm-wave cellular networks in the 5G era. | Ljiljana Simic, Janne Riihijrvi, Amulya Venkatesh, Petri Mhnen |
| 2017 | MOBICOM | Experimental Feasibility Study of Motion Sensor-Aided mm-Wave Beam Tracking. | Julian Arnold, Ljiljana Simic, Petri Mhnen |
| 2017 | PIMRC | Network economics of SDN-based infrastructures: Can we unlock value through ICN multicast? | Vaggelis G. Douros, Janne Riihijrvi, Petri Mhnen |
| 2017 | WCNC | Impact of Model Uncertainties on the Accuracy of Spatial Interpolation Based Coverage Estimation. | Nikos Perpinias, Janne Riihijrvi, Petri Mhnen |
| 2017 | WoWMoM | Measurement study of IEEE 802.11ac Wi-Fi performance in high density indoor deployments: Are wider channels always better? | Ljiljana Simic, Janne Riihijrvi, Petri Mhnen |
| 2017 | SECON | Coverage and Robustness of mm-Wave Urban Cellular Networks: Multi-Frequency HetNets Are the 5G Future. | Ljiljana Simic, Soumendra Panda, Janne Riihijrvi, Petri Mhnen |
| 2016 | IWCMC | Employing Minority Games in self-organizing wireless networks: Dynamic channel allocation. | Maria Michalopoulou, Marina Petrova, Micha Rappaport, Petri Mhnen |
| 2016 | MOBICOM | Radar-enhanced mm-wave agile beamsteering: demo. | Julian Arnold, Ljiljana Simic, Marina Petrova, Petri Mhnen |
| 2016 | MOBICOM | RadMAC: radar-enabled link obstruction avoidance for agile mm-wave beamsteering. | Ljiljana Simic, Julian Arnold, Marina Petrova, Petri Mhnen |
| 2016 | WCNC | When the whispers become noise: A contemporary look at radio noise levels. | Alexandros Palaios, Vanya M. Miteva, Janne Riihijrvi, Petri Mhnen |
| 2016 | WoWMoM | Measurement-based study on the influence of localization errors on estimated shadow correlations. | Nikos Perpinias, Alexandros Palaios, Janne Riihijrvi, Petri Mhnen |
| 2015 | INFOCOM | Exploring spatial decomposition methods and linear regression in radio environment Maps. | Andreas Achtzehn, Janne Riihijrvi, Petri Mhnen |
| 2015 | LCN | ULLA-X: a unified programmatic middleware for on-demand network reconfiguration. | Avishek Patra, Andreas Achtzehn, Petri Mhnen |
| 2015 | MOBICOM | Demo: Spectrum-Agile mm-Wave Packet Radio Implementation on USRPs. | Julian Arnold, Ljiljana Simic, Marina Petrova, Petri Mhnen |
| 2015 | PIMRC | Proportional fairness-based user pairing and power allocation for non-orthogonal multiple access. | Fei Liu, Petri Mhnen, Marina Petrova |
| 2015 | WCNC | Empirical characterization of mm-wave communication links in realistic indoor scenarios. | Junaid Ansari, Nikos Perpinias, Alexander Nahring, Petri Mhnen, Marina Petrova |
| 2015 | WCNC | On the time dynamics of commercial networks with comparable data sets across europe. | Alexandros Palaios, Janne Riihijrvi, Petri Mhnen, Vladimir Atanasovski, Liljana Gavrilovska, Peter Van Wesemael, Antoine Dejonghe, Peter Scheele |
| 2015 | WoWMoM | An experimental study on the statistical properties of radio environment noise. | Alexandros Palaios, Hauke Dose, Janne Riihijrvi, Petri Mhnen |
| 2015 | WoWMoM | A software tool for coverage planning through different applications of optimal spatial interpolation. | Nikos Perpinias, Alexandros Palaios, Janne Riihijrvi, Petri Mhnen |
| 2015 | WoWMoM | Coop-DMAC: A Cooperative Directional MAC protocol for wireless networks. | Peng Wang, Marina Petrova, Petri Mhnen |
| 2014 | PIMRC | IEEE 802.11 Wi-Fi access point localization with angular signal strength information. | Andreas Achtzehn, Martin Gritzan, Marina Petrova, Petri Mhnen |
| 2014 | PIMRC | Studying and mitigating the impact of GPS localization error on radio environment map construction. | Alexandros Palaios, Sathishkumar Jagadeesan, Nikos Perpinias, Janne Riihijrvi, Petri Mhnen |
| 2014 | PIMRC | Slicing the shadowing uncertainty: A measurement-based critical study of spatially correlated Gaussian models of shadow fading. | Nikos Perpinias, Alexandros Palaios, Janne Riihijrvi, Petri Mhnen |
| 2014 | WCNC | Environment-aware localization of femtocells for interference management. | Avishek Patra, Janne Riihijrvi, Jad Nasreddine, Petri Mhnen |
| 2014 | WCNC | Fuzzy channel ranking estimation in cognitive wireless networks. | Sylwia Romaszko, Petri Mhnen |
| 2014 | WCNC | AND: Asynchronous neighborhood discovery protocols for opportunistic cognitive wireless networks. | Sylwia Romaszko, Wim Torfs, Petri Mhnen, Chris Blondia |
| 2014 | SIGCOMM | Paper: exploring MAC parallelization on software defined radio platforms. | Junaid Ansari, Xi Zhang, Sameer Gaikwad, Petri Mhnen |
| 2014 | SIGCOMM | Demo: CogMAC+ - a decentralized multichannel MAC protocol for cognitive wireless networks. | Peng Wang, Junaid Ansari, Marina Petrova, Petri Mhnen |
| 2014 | SECON | Smart meters with TV gray spaces connectivity: A feasibility study for two reference network topologies. | Luca Bedogni, Andreas Achtzehn, Marina Petrova, Petri Mhnen |
| 2014 | WiOpt | Wireless network characterization via phase diagrams. | Maria Michalopoulou, Petri Mhnen |
| 2013 | MSWIM | Indoor coverage estimation from unreliable measurements using spatial statistics. | Elena Meshkova, Janne Riihijrvi, Junaid Ansari, Petri Mhnen |
| 2013 | PERCOM | Highly scalable data processing framework for pervasive computing applications. | Janne Riihijrvi, Petri Mhnen |
| 2013 | PIMRC | Survey of IEEE 802.11 Wi-Fi deployments for deriving the spatial structure of opportunistic networks. | Andreas Achtzehn, Ljiljana Simic, Peter Gronerth, Petri Mhnen |
| 2013 | PIMRC | A week in London: Spectrum usage in metropolitan London. | Alexandros Palaios, Janne Riihijrvi, Oliver Holland, Petri Mhnen |
| 2013 | PIMRC | An analysis of asynchronism of a neighborhood discovery protocol for cognitive radio networks. | Sylwia Romaszko, Wim Torfs, Petri Mhnen, Chris Blondia |
| 2013 | VTC | Measurements of Shadow Correlations in a Suburban Environment on the 485 MHz Band. | Nikos Perpinias, Alexandros Palaios, Janne Riihijrvi, Petri Mhnen |
| 2013 | WCNC | The impact of reporting MAC on cooperative spectrum sensing in multiband cognitive networks. | Xia Li, Marina Petrova, Petri Mhnen |
| 2013 | WCNC | Enabling rapid prototyping of reconfigurable MAC protocols for wireless sensor networks. | Xi Zhang, Junaid Ansari, Luis Miguel Amoros Martinez, Noemi Arbos Linio, Petri Mhnen |
| 2013 | SIGCOMM | Exploring parallelization for medium access schemes on many-core software defined radio architecture. | Xi Zhang, Junaid Ansari, Manish Arya, Petri Mhnen |
| 2013 | WoWMoM | Software tool for assessing secondary system opportunities in spectrum whitespaces. | Andreas Achtzehn, Ljiljana Simic, Marina Petrova, Petri Mhnen, Valentin Rakovic, Pero Latkoski, Liljana Gavrilovska |
| 2013 | WoWMoM | TheWorld is not flat: Wireless communications in 3D environments. | Jad Nasreddine, Janne Riihijrvi, Andreas Achtzehn, Petri Mhnen |
| 2013 | WoWMoM | Performance evaluation of single-chip spectrum sensing platform for portable spectrum measurements. | Alexandros Palaios, Janne Riihijrvi, Petri Mhnen, Peter Van Wesemael, Mattias Desmet, Antoine Dejonghe |
| 2013 | SECON | Exploring MAC parallelization on software defined radio platforms. | Junaid Ansari, Xi Zhang, Sameer Gaikwad, Petri Mhnen |
| 2013 | WiOpt | Automated coverage hole detection for cellular networks using radio environment maps. | Ana Galindo-Serrano, Berna Sayra, Sana Ben Jemaa, Janne Riihijrvi, Petri Mhnen |
| 2012 | ACSSC | Exploring utility-based optimization and management for Wireless Sensor Networks and Machine-to-Machine communications. | Petri Mhnen, Janne Riihijrvi |
| 2012 | GLOBECOM | Impact of measurement configurations on the accuracy of propagation model estimation with applications to Dynamic Spectrum Access. | Jad Nasreddine, Janne Riihijrvi, Petri Mhnen |
| 2012 | Mobisys | Demo: a mobility aware cooperative scheme for MAC reconfiguration in cognitive wireless networks. | Xi Zhang, Junaid Ansari, Xuan Zhu, Petri Mhnen |
| 2012 | MSWIM | Extending graph-based models of wireless network structure with dynamics. | Elena Meshkova, Janne Riihijrvi, Petri Mhnen |
| 2012 | MSWIM | Influence of spatial statistics of spectrum use on the performance of cognitive wireless networks. | Janne Riihijrvi, Jad Nasreddine, Petri Mhnen |
| 2012 | PIMRC | FCSS: CSMA/CA based Fast Cooperative Spectrum Sensing over multiband cognitive networks. | Xia Li, Marina Petrova, Petri Mhnen |
| 2012 | PIMRC | Game theory for wireless networking: Is a Nash equilibrium always a desirable solution? | Maria Michalopoulou, Petri Mhnen |
| 2012 | WCNC | Femtocell downlink power control based on Radio Environment Maps. | Andreas Zalonis, Nikos Dimitriou, Andreas Polydoros, Jad Nasreddine, Petri Mhnen |
| 2012 | SIGCOMM | Improving coverage estimation for cellular networks with spatial bayesian prediction based on measurements. | Berna Sayra, Janne Riihijrvi, Petri Mhnen, Sana Ben Jemaa, Eric Moulines, Sebastien Grimoud |
| 2012 | SIGCOMM | Demo: runtime MAC reconfiguration using a meta-compiler assisted toolchain. | Xi Zhang, Junaid Ansari, Petri Mhnen |
| 2012 | WoWMoM | Long-term indoor propagation models for radio resource management. | Zaheer Abbas, Jad Nasreddine, Janne Riihijrvi, Petri Mhnen |
| 2012 | WiMob | Heterogeneous torus quorum-based rendezvous in Cognitive Radio Ad Hoc Networks. | Sylwia Antonina Romaszko, Petri Mhnen |
| 2012 | SECON | Error distribution in maximum likelihood estimation of radio propagation model parameters. | Andreas Achtzehn, Janne Riihijrvi, Petri Mhnen |
| 2012 | SECON | Improving coverage prediction for primary multi-transmitter networks operating in the TV whitespaces. | Andreas Achtzehn, Janne Riihijrvi, Guilberth Martnez Vargas, Marina Petrova, Petri Mhnen |
| 2012 | WiOpt | Estimating wireless network properties with spatial statistics and models. | Janne Riihijrvi, Petri Mhnen |
| 2011 | FIE | Work in progress - Developing a hands-on course on network science. | Janne Riihijrvi, Petri Mhnen |
| 2011 | GLOBECOM | Enabling run-time utility-based optimization through generic interfaces in wireless networks. | Krisakorn Rerkrai, Jad Nasreddine, Janne Riihijrvi, Petri Mhnen |
| 2011 | IWCMC | Design and implementation of utility-based radio resource optimization using CAPRI. | Krisakorn Rerkrai, Jad Nasreddine, Zhou Wang, Janne Riihijrvi, Petri Mhnen |
| 2011 | MOBICOM | Deployment of a cellular network in the TVWS: a case study in a challenging environment. | Andreas Achtzehn, Marina Petrova, Petri Mhnen |
| 2011 | MOBICOM | Cross-layer optimal spectrum sensing duration and scheduling in cognitive networks. | Xia Li, Jad Nasreddine, Petri Mhnen, Marina Petrova |
| 2011 | MSWIM | Using geolocation information for dynamic spectrum access in cellular networks. | Jad Nasreddine, Natalia Miliou, Janne Riihijrvi, Andreas Polydoros, Petri Mhnen |
| 2011 | MSWIM | Graph approximations of spatial wireless network models. | Janne Riihijrvi, Elena Meshkova, Petri Mhnen |
| 2011 | MSWIM | Quorum-based channel allocation with asymmetric channel view in cognitive radio networks. | Sylwia Romaszko, Petri Mhnen |
| 2011 | PIMRC | Design of layered radio environment maps for RAN optimization in heterogeneous LTE systems. | Tao Cai, Jaap van de Beek, Berna Sayra, Sebastien Grimoud, Jad Nasreddine, Janne Riihijrvi, Petri Mhnen |
| 2011 | PIMRC | Estimating transmitter activity patterns: An empirical study in the indoor environment. | Elena Meshkova, Junaid Ansari, Janne Riihijrvi, Jad Nasreddine, Petri Mhnen |
| 2011 | PIMRC | Grid-based channel mapping in cognitive radio ad hoc networks. | Sylwia Antonina Romaszko, Petri Mhnen |
| 2011 | WCNC | A flexible MAC development framework for cognitive radio systems. | Junaid Ansari, Xi Zhang, Andreas Achtzehn, Marina Petrova, Petri Mhnen |
| 2010 | Broadnets | Green Wireless Networks through Exploitation of Correlations - (Invited Paper). | Frank Oldewurtel, Petri Mhnen |
| 2010 | GLOBECOM | Studying the Relationships between Spatial Structures of Wireless Networks and Population Densities. | Maria Michalopoulou, Janne Riihijrvi, Petri Mhnen |
| 2010 | GLOBECOM | Enabling Secondary Access through Robust Primary User Channel Assignment. | Jad Nasreddine, Andreas Achtzehn, Janne Riihijrvi, Petri Mhnen |
| 2010 | GLOBECOM | On the Effect of Feedback Delay on Limited-Rate Beamforming Systems. | Yiyue Wu, Andreas Achtzehn, Marina Petrova, Petri Mhnen, A. Robert Calderbank |
| 2010 | HPDC | Parallel processing of data from very large-scale wireless sensor networks. | Christine Jardak, Janne Riihijrvi, Frank Oldewurtel, Petri Mhnen |
| 2010 | IWCMC | Experimental study on performance of IEEE 802.11n and impact of interferers on the 2.4 GHz ISM band. | Sandra Fiehe, Janne Riihijrvi, Petri Mhnen |
| 2010 | MOBICOM | A decentralized MAC for opportunistic spectrum access in cognitive wireless networks. | Junaid Ansari, Xi Zhang, Petri Mhnen |
| 2010 | Mobisys | Extremely large-scale sensing applications for planetary WSNs. | Christine Jardak, Janne Riihijrvi, Petri Mhnen |
| 2010 | PIMRC | An implementation of Cognitive Resource Management on LTE platform. | Tao Cai, Georgios P. Koudouridis, Johan Johansson, Jaap van de Beek, Jad Nasreddine, Marina Petrova, Petri Mhnen |
| 2010 | VTC | Analysis of Enhanced Deployment Models for Sensor Networks. | Frank Oldewurtel, Petri Mhnen |
| 2010 | VTC | Metrics for Performance Prediction of Wireless Sensor Networks. | Frank Oldewurtel, Petri Mhnen |
| 2010 | VTC | Efficiency of Distributed Compression and Its Dependence on Sensor Node Deployments. | Frank Oldewurtel, Janne Riihijrvi, Petri Mhnen |
| 2010 | WCNC | Performance Evaluation of Network Coding in Middle-Sized Networks. | Borislava Gajic, Janne Riihijrvi, Petri Mhnen |
| 2010 | SENSYS | Enabling flexible MAC protocol design for wireless sensor networks. | Obaid Salikeen, Junaid Ansari, Xi Zhang, Petri Mhnen |
| 2010 | WoWMoM | Evaluation of quality of experience for video streaming over dynamic spectrum access systems. | Christopher N. Ververidis, Janne Riihijrvi, Petri Mhnen |
| 2010 | SECON | Spectrum Agile Medium Access Control Protocol for Wireless Sensor Networks. | Junaid Ansari, Tobias Ang, Petri Mhnen |
| 2010 | SECON | Wirelessly Accessible Sensor Populations (WASP): Cross-Layer Design of Low Power Medium Access and Content Based Routing. | Junaid Ansari, Xi Zhang, Gianpaolo Cugola, Matteo Migliavacca, Martijn Bennebroek, Petri Mhnen |
| 2009 | GLOBECOM | Exploring Simulated Annealing and Graphical Models for Optimization in Cognitive Wireless Networks. | Elena Meshkova, Janne Riihijrvi, Andreas Achtzehn, Petri Mhnen |
| 2009 | ICCCN | On Selfishness, Local Information, and Network Optimality: A Topology Control Example. | Ramakant S. Komali, Allen B. MacKenzie, Petri Mhnen |
| 2009 | INFOCOM | Measuring Complexity and Predictability in Networks with Multiscale Entropy Analysis. | Janne Riihijrvi, Matthias Wellens, Petri Mhnen |
| 2009 | MOBIHOC | CSMA interaction detection and capacity estimation in cognitive radio networks. | Antonio Greco, Thomas Milcher, Vinay Kolar, Petri Mhnen, Marina Petrova |
| 2009 | PIMRC | Price of ignorance in dynamic topology control. | Ramakant S. Komali, Petri Mhnen |
| 2009 | PIMRC | SDR implementation and verification of distributed load balancing spectrum allocation algorithm. | Natalia Olano, Marina Petrova, Petri Mhnen |
| 2009 | PIMRC | Influence of transmitter configurations on spatial statistics of radio environment maps. | Janne Riihijrvi, Petri Mhnen, Shima Sajjad |
| 2009 | VTC | Studying the Delay Performance of Opportunistic Communication in VANETs with Realistic Mobility Models. | Natalya An, Janne Riihijrvi, Petri Mhnen |
| 2009 | VTC | Estimation and Evaluation of Deployment Models for Sensor Networks. | Frank Oldewurtel, Petri Mhnen |
| 2009 | WCNC | Area throughput and energy consumption for clustered wireless sensor networks. | Flavio Fabbri, Janne Riihijrvi, Chiara Buratti, Roberto Verdone, Petri Mhnen |
| 2009 | WCNC | Analyzing the optimal use of Bloom filters in wireless sensor networks storing replicas. | Christine Jardak, Janne Riihijrvi, Petri Mhnen |
| 2009 | WiMob | Interference across Multi-hop Wireless Chains. | Vinay Kolar, Saquib Razak, Nael B. Abu-Ghazaleh, Petri Mhnen, Khaled A. Harras |
| 2009 | TridentCom | Email from the vineyard. | Christine Jardak, Krisakorn Rerkrai, Aleksandar Kovacevic, Janne Riihijrvi, Petri Mhnen |
| 2009 | TridentCom | Lessons learned from an extensive spectrum occupancy measurement campaign and a stochastic duty cycle model. | Matthias Wellens, Petri Mhnen |
| 2008 | EuroSys | Designing a reliable and stable link quality metric for wireless sensor networks. | Michele Rondinone, Junaid Ansari, Janne Riihijrvi, Petri Mhnen |
| 2008 | GLOBECOM | Influence of Node Location Distributions on the Structure of Ad Hoc and Mesh Networks. | Janne Riihijrvi, Marina Petrova, Petri Mhnen |
| 2008 | PIMRC | Radio-Triggered Wake-ups with Addressing Capabilities for extremely low power sensor network applications. | Junaid Ansari, Dmitry Pankin, Petri Mhnen |
| 2008 | PIMRC | Effects of topology on local throughput-capacity of ad hoc networks. | Jakob Hoydis, Marina Petrova, Petri Mhnen |
| 2008 | PIMRC | An extendible metadata specification for component-oriented networks with applications to WSN configuration and optimization. | Elena Meshkova, Janne Riihijrvi, Junaid Ansari, Krisakorn Rerkrai, Petri Mhnen |
| 2008 | PIMRC | Characterization and modelling of spectrum for dynamic spectrum access with spatial statistics and random fields. | Janne Riihijrvi, Petri Mhnen, Matthias Wellens, Martin Gordziel |
| 2008 | VTC | Simulation-Based Performance Evaluation of Enhanced Broadcast Schemes for IEEE 802.11-Based Vehicular Networks. | Yvonne Mertens, Matthias Wellens, Petri Mhnen |
| 2008 | VTC | On a Practical Distributed Source Coding Scheme for Wireless Sensor Networks. | Frank Oldewurtel, Marcin Foks, Petri Mhnen |
| 2008 | WCNC | Implementation and Performance Evaluation of nanoIP Protocols: Simplified Versions of TCP, UDP, HTTP and SLP for Wireless Sensor Networks. | Christine Jardak, Elena Meshkova, Janne Riihijrvi, Krisakorn Rerkrai, Petri Mhnen |
| 2008 | WCNC | Combining Cricket System and Inertial Navigation for Indoor Human Tracking. | Michael Popa, Junaid Ansari, Janne Riihijrvi, Petri Mhnen |
| 2008 | WCNC | Senslets- Applets for the Sensor Internet. | Frank Siegemund, Muhammad Haroon, Junaid Ansari, Petri Mhnen |
| 2008 | WCNC | Exploiting Historical Spectrum Occupancy Information for Adaptive Spectrum Sensing. | Matthias Wellens, Alexandre de Baynast, Petri Mhnen |
| 2008 | SECON | UDAE: Universal Data Access Engine for Sensor Networks. | Krisakorn Rerkrai, Janne Riihijrvi, Petri Mhnen, Frank Oldewurtel |
| 2007 | AINA | Service Configuration Management for Ambient Intelligence: The COMANCHE Approach. | Sara Grilli, Effie Makri, Konrad Steblovnik, Sofoklis Efremidis, Nikos Mouratidis, Petri Mhnen, Elena Meshkova |
| 2007 | GLOBECOM | Connectivity Analysis of Clustered Ad Hoc and Mesh Networks. | Marina Petrova, Petri Mhnen, Janne Riihijrvi |
| 2007 | MASS | Distributed Information Storage and Collection for WSNs. | Christine Jardak, Evgeny Osipov, Petri Mhnen |
| 2007 | Networking | Flooding Speed in Wireless Multihop Networks with Randomized Beamforming. | Vasil Mizorov, Jrg Widmer, Robert Vilzmann, Petri Mhnen |
| 2007 | PIMRC | Combining Particle Filtering with Cricket System for Indoor Localization and Tracking Services. | Junaid Ansari, Janne Riihijrvi, Petri Mhnen |
| 2007 | PIMRC | Flash Crowds in Cognitive Radio Environment: Beware an Unpredictable Mob. | Petri Mhnen, Marina Petrova |
| 2007 | PIMRC | A Next-Move Prediction Algorithm for Implementation of Selective Reservation Concept in Wireless Networks. | Milena Stoyanova, Petri Mhnen |
| 2007 | VTC | Flexible Hardware/Software Platform for Tracking Applications. | Junaid Ansari, Jos M. Snchez Santana, Marina Petrova, Janne Riihijrvi, Ossi Raivio, Krisakorn Rerkrai, Christine Jardak, Frank Oldewurtel, Matthias Wellens, Lili Wu, Petri Mhnen |
| 2007 | VTC | Performance Evaluation of IEEE 802.11-based WLANs in Vehicular Scenarios. | Matthias Wellens, Burkhard Westphal, Petri Mhnen |
| 2007 | WCNC | Algorithmic Approaches for Vertical Handoff in Heterogeneous Wireless Environment. | Milena Stoyanova, Petri Mhnen |
| 2007 | SENSYS | Multi-radio medium access control protocol for wireless sensor networks. | Junaid Ansari, Xi Zhang, Petri Mhnen |
| 2006 | GLOBECOM | Evaluation of Dynamic Query Abolishment Methods in Heterogeneous Networks. | Elena Meshkova, Janne Riihijrvi, Petri Mhnen |
| 2006 | IWCMC | Unified layer-2 triggers and application-aware motifications. | Marten Bandholz, Janne Riihijrvi, Petri Mhnen |
| 2006 | IWCMC | Mueller & Mller algorithm based synchronisation for wavelet packet modulation. | Antony Jamin, Petri Mhnen |
| 2006 | PIMRC | Unified Link-Layer API Enabling Wireless-Aware Applications. | Marten Bandholz, Alain Gefflaut, Janne Riihijrvi, Matthias Wellens, Petri Mhnen |
| 2006 | PIMRC | Performance Evaluation of Automatic Channel Assignment Mechanism for IEEE 802.11 Based on Graph Colouring. | Janne Riihijrvi, Marina Petrova, Petri Mhnen, Jovander de Almeida Barbosa |
| 2006 | PIMRC | Evaluation of Handover Performance for TCP Traffic Based on Generic Link Layer Context Transfer. | Joachim Sachs, Birinder Singh Khurana, Petri Mhnen |
| 2006 | PIMRC | UPNP Service Discovery for Heterogeneous Networks. | Jos M. Snchez Santana, Marina Petrova, Petri Mhnen |
| 2006 | WCNC | Performance study of IEEE 802.15.4 using measurements and simulations. | Marina Petrova, Janne Riihijrvi, Petri Mhnen, Saverio Labella |
| 2006 | SENSYS | Flexible hardware/software platform for tracking applications. | Junaid Ansari, Jos M. Snchez Santana, Marina Petrova, Janne Riihijrvi, Ossi Raivio, Krisakorn Rerkrai, Christine Jardak, Frank Oldewurtel, Matthias Wellens, Lili Wu, Petri Mhnen |
| 2006 | WoWMoM | Performance Evaluation of a File Repair Procedure Based on a Combination of MBMS and Unicast Bearers. | Thorsten Lohmar, Zhaoyi Peng, Petri Mhnen |
| 2005 | EWSN | Cross-layer energy analysis of multihop wireless sensor networks. | Jussi Haapola, Zach Shelby, Carlos A. Pomalaza-Raez, Petri Mhnen |
| 2005 | GI | Reasoning about Networks. | Janne Riihijrvi, Petri Mhnen |
| 2005 | PIMRC | Enhancing resilience for high availability IP-based signaling transport. | Ren Rembarz, Stephan Baucke, Petri Mhnen |
| 2004 | PIMRC | Cognitive trends in making: future of networks. | Petri Mhnen |
| 2004 | PIMRC | Automatic channel allocation for small wireless local area networks using graph colouring algorithm approach. | Petri Mhnen, Janne Riihijrvi, Marina Petrova |
| 2002 | FPL | FPGA Implementation of the Wavelet Packet Transform for High Speed Communications. | Antony Jamin, Petri Mhnen |
| 2002 | PIMRC | Behavior of UDP-based applications over IEEE 802.11 wireless networks. | Ramn Agero, Marta Garca-Arranz, Luis Muoz, Petri Mhnen |
| 2002 | PIMRC | Wireless internetworking R and D: quo vadis or some curious thoughts on the future? | Petri Mhnen |
| 2002 | PIMRC | Wireless internetworking R&D: quo vadis or some curious thoughts on the future? | Petri Mhnen |
| 2002 | PIMRC | Wireless IP adaptation layer: an open performance enhancement protocol architecture. | Petri Mhnen, Luis Muoz, Diego Melpignano, George Orphanos, Zach Shelby, Timo Saarinen, Marcelo H. Garca |
| 2002 | PIMRC | Performance of concatenated channel coding schemes with block repetition for a wireless indoor high bit rate flexible modem. | Roberto Sanz, Luis Muoz, Petri Mhnen |
| 2002 | PIMRC | Supporting resource allocation with vertical handoffs in multiple radio network environment. | Mika Ylianttila, Juha-Pekka Mkel, Petri Mhnen |
| 1999 | ICIAP | Wireless Video Surveillance: System Concepts. | Petri Mhnen |
| 1998 | ACISP | Object Modeling of Cryptographic Algorithms with UML. | Rauli Kaksonen, Petri Mhnen |