Our team specializes in Internet of Things (IoT) research, with emphasis on wireless communication and network protocols. We design and analyze the performance of network protocols, address issues related to interoperability, and the semantic description of data and operation of IoT systems. In addition, we investigate auto-configuration, energy consumption minimization, and localization in embedded devices.
We specialize in:
- -LP WAN networks, participating in the works of the LoRa Alliance (including the Relay / D2D Task Force);
- -Indoor localization using UWB and BLE AoA.
We also work on applying artificial intelligence and machine learning to analyze data generated by IoT devices to assist in detecting anomalies such as water leaks or device failures. In cooperation with the industry, we have developed algorithms to increase the accuracy of UWB and BLE indoor localization systems, analyzed measurements from large LoRa networks to identify problem sources, and developed tools for automatic network reconfiguration in response to a failure and to assist in network design.
We have extensive experience working with various technologies and platforms. We specialize in the design and implementation of systems based on technologies such as LoRa, LTE, WiFi, and heterogeneous networks. In our projects, we also work with mesh networks, which are becoming increasingly popular in the IoT world, due to their ability to self-regulate, scalability, and reliability.
We have completed the following projects:
- "Optimization and Load Balancing in Next Generation Wireless Networks"
- "Dynamic wireless framework for Smart City IoT infrastructure"
- "HybridMeshMeet: development of a hybrid system for neighborhood relation detection based on mesh network for MILES industry"
- "Integrated system for epidemiological threat analysis and business process management supported by personnel and corporate asset location techniques" (PL)
- "Augmented Intelligence Ecosystem for Water Distribution Network Analysts" (PL)
Group leader:
Group members:
2024
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2024. A Nature-Inspired Approach to Energy-Efficient Relay Selection in Low Power Wide Area Networks (LPWAN). MDPI Sensors. 24(11)
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2024. The concept of network resource control of a 5G cluster focused on the smart city's critical infrastructure needs. Alexandria Engineering Journal. 94
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2024. A Comprehensive Algorithm for Vertical Positioning in Multi-Building Environments as an Advancement in Indoor Floor-Level Detection. Scientific Reports. 14(14034)
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2024. Performance evaluation of the secure multi-tenancy system for smart city IoT environment using open LDAP and Apache Kafka.. 22nd International Industrial Simulation Conference.
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2024. Analysis of direct traffic at the transport protocol level in the WiMax-1/2 cluster oriented to offload the smart city's wireless ecosystem. Royal Society Open Science. 11(7)
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2024. Efektywność Schematu Komunikacyjnego Liczników Mediów w Procesie Zdalnego Odczytu Obchodzonego. Konferencja Radiokomunikacji i Teleinformatyki.
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2024. Cyber epidemic spread forecasting based on the entropy-extremal dynamic interpretation of the SIR model. Egyptian Informatics Journal. 28
2023
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2023. Link failure prediction in LoRa networks. International Wireless Communications and Mobile Computing Conference, IWCMC.
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2023. Efficient Universal Indoor Multicharacteristic Propagation model for indoor environments. 2023 International Wireless Communications and Mobile Computing (IWCMC). :1052-1058.
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2023. Investigation of the Information Interaction of the Sensor Network end IoT Device and the Hub at the Transport Protocol Level. MDPI Electronics. 12(22)
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2023. Small Stochastic Data Compactification Concept Justified in the Entropy Basis. Entropy. 25(12)
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2023. Stochastic forecasting of variable small data as a basis for analyzing an early stage of a cyber epidemic. Scientific Reports. 13
2022
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2022. Energy-Aware Algorithm for Assignment of Relays in LPWAN. Transactions on Sensor Networks. 18(4)
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2022. Measurements and Analysis of Large Scale LoRa Network Efficiency. International Wireless Communications and Mobile Computing Conference, IWCMC .
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2022. Investigation of the competitive nature of eMBB and mMTC 5G services in conditions of limited communication resource. Scientific Reports. 12
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2022. Variability of BLE Advertisement Packets Received Signal Strength and Delivery Probability in the Presence of Interferences. ACM MSWIM 22 - The 25th International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, DIVANET Symposium.
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2022. How Accurate is LoRa Positioning in Realistic Conditions? ACM MSWIM 22 - The 25th International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, DIVANET Symposium.
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2022. LoRa Positioning in Verification of Location Data's Credibility. Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems.
2021
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2021. Flexibility Analysis of Adaptive Data Rate Algorithm in LoRa Networks. IEEE IWCMC 2021 - 17th Int. Wireless Communications & Mobile Computing Conference.
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2021. Mitigation of LoRa interferences via dynamic channel weights. European Simulation and Modelling Conference (formelly European Simulation Multiconference) - ESM . :150-154.
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2021. Improving Delivery Ratio in LoRa Network. Proceedings of the 19th ACM International Symposium on Mobility Management and Wireless Access.
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2021. Channel State Information Variability in BLE Positioning Measurements. International Conference On Systems Engineering.
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2021. Computer Science Protecting Human Society Against Epidemics. ANTICOVID 2021. 616:125.
2020
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2020. Performance Tests of Smart City IoT Data Repositories for Universal Linear Infrastructure Data and Graph Databases. SN Computer Science. 1:31.
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2020. Heuristic Algorithm for Gateway Location Selection in Large Scale LoRa Networks. ACM International Wireless Communications and Mobile Computing Conference. 
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2020. LP WAN Gateway Location Selection Using Modified K-Dominating Set Algorithm. Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems.
2019
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2019. Accuracy of UWB Location Tracking Devices When on the Move. International Conference on Computer Networks. International Conference on Computer Networks:233-241.
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2019. Simulation Analysis of Packet Delivery Probability in LoRa Networks.. Communications in Computer and Information Science. 1039
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2019. An Architectural Framework Proposal for IoT Driven Agriculture. International Conference on Computer Networks.
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2019. Transmit power optimization in cellular networks with nomadic base stations. IET Communications. 13(18)
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2019. Diffusion Approximation Models for Cloud Computations with Task Migrations. 2019 IEEE International Conference on Fog Computing (ICFC).
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2019. Kolizje pakietów w sieciach LoRa w zastosowaniach smart city. Przegląd Telekomunikacyjny+ Wiadomości Telekomunikacyjne.
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2019. "Graph Representation of Linear Infrastructure in Smart City IoT Systems. 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) .
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2019. An Architectural Framework Proposal for IoT Driven Agriculture. Computer Network 2019.
2018
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2018. LTE Load Balancing with Tx Power Adjustment and the Real Life Mobility Model. Computer Networks.
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2018. A Reinforcement Learning Approach to Adaptive Forwarding in Named Data Networking. Computer and Information Sciences - 32nd International Symposium, ISCIS 2018, Held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 20-21, 2018, Proceedings.
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2018. Computer and Information Sciences - 32nd International Symposium, ISCIS 2018, Held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 20-21, 2018, Proceedings. Communications in Computer and Information Science. 935
2017
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2017. Model zmienności przepływności bitowej transmisji w sieciach LTE oparty o łańcuchy Markowa. Krajowe Sympozjum Telekomunikacji i Teleinformatyki .
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2017. Application of Fault-Tolerant GQP Algorithm in Multihop AMI Networks. Computer Networks. CN 2017. Communications in Computer and Information Science, vol 718. :70-80.
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2017. Influence of message-oriented middleware on performance of network management system: a modelling study.. Multimedia and Network Information Systems. . Advances in Intelligent Systems and Computing, Vol. 506:379-393.
2016
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2016. Using Kalman Filters on GPS Tracks. Man–Machine Interactions 4. :663–672.
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2016. Subcarrier Allocation for LTE Soft Frequency Reuse Based on Graph Colouring. Information Sciences and Systems 2015. :447–454.
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2016. Analiza wpływu mocy nadawania stacji bazowych na mechanizmy równoważenia obciążenia w sieciach LTE. Materiały konferencyjne Krajowego Sympozjum Telekomunikacji i Teleinformatyki.
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2016. Global Queue Pruning Method for Efficient Broadcast in Multihop Wireless Networks. Computer and Information Sciences: 31st International Symposium, ISCIS 2016, Kraków, Poland, October 27–28, 2016, Proceedings. :214–224.
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2016. Efektywne rozgłaszanie w wielohopowej sieci bezprzewodowej. Effective Broadcasts in Multihop Wireless Network. Przegląd Telekomunikacyjny - Wiadomości Telekomunikacyjne. (8-9):887-891.
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2016. Influence of the Management Protocols on the LTE Self-configuration Procedures’ Performance. Information Sciences and Systems 2015. :439–446.
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2016. Performance evaluation of CoAP, SNMP and NETCONF protocols in fog computing architecture. NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium.
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2016. Transmission Power Optimization in Live 3GPP LTE-A Indoor Deployment. Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2016 8th International Congress on.
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2016. PyLTEs – Python LTE Evaluation Framework for Quick and Reliable Network Optimization. 39th International Conference on Telecommunications and Signal Processing (TSP).
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2016. Computer and Information Sciences ISCIS 2016. Communications in computer Information Science. 659:500.
2015
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2015. Dobór parametrów mechanizmu zwielokrotnienia wykorzystania częstotliwości SFR w sieciach LTE. Materiały konferencyjne Krajowego Sympozjum Telekomunikacji i Teleinformatyki.
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2015. Comparison of Measurements and Simulation Model of Indoor Signal Level Variation in LTE Networks. Proceedings of the 8th International Conference on Simulation Tools and Techniques.
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2015. Variability of LTE Signal in Indoor Environment. Internet in the Information Society, X Scientific Conference.
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2015. Performance evaluation of snmp, netconf and cwmp management protocols in wireless network. Electronics, Communications and Networks IV: Proceedings of the 4th International Conference on Electronics, Communications and Networks (CECNET IV), Beijing, China, 12–15 December 2014.
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2015. Local approach to power management in LTE networks. Telecommunications and Signal Processing (TSP), 2015 38th International Conference on.
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2015. Experimental evaluation of RAN modelling in indoor LTE deployment. Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2015 7th International Congress on.
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2015. LTE or WiFi? Client-Side Internet link selection for smartphones. Computer Networks. :43–53.
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2015. Mobility robustness in LTE based on automatic neighbor relation table.. Computer Networks. :232–241.
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2015. Demo: Wireless Link Selection on Smartphone: Throughput vs Battery Drain. MobiCom '15 Proceedings of the 21st Annual International Conference on Mobile Computing and Networking. :190–192.
2014
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2014. New Trends in Mobility Modelling and Handover Prediction. Wireless Networking for Moving Objects. :88–114.
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2014. Resource Management and Cell Planning in LTE Systems. Wireless Networking for Moving Objects. :177–197.
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2014. Simplied model of wireless network throughput changes resulting from client mobility. Proceedings of SIMUTools 2014.
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2014. Properties of advanced metering infrastructure networks' topologies. 2014 IEEE Network Operations and Management Symposium (NOMS).
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2014. The automatic configuration of transmit power in LTE networks based on throughput estimation. 2014 IEEE 33rd International Performance Computing and Communications Conference (IPCCC).
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2014. Review of mobility models for performance evaluation of wireless networks. Advance in Intelligent Systems and Computing. 242:567–577.
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2014. A model of boot-up storm dynamics. Computer and Information Sciences III. :371–379.
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2014. Source Model of TCP Traffic in LTE Networks. Information Sciences and Systems 2014.
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2014. MAGANET - On the need of realistic topologies for AMI network simulations. Computer Networks. :79–88.
2013
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2013. Influence of the Handoff Threshold Hysteresis on Heterogeneous Wireless Network Performance. Proceedings of 7th International Working Conference HET-NETs.
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2013. The Real-Life Mobility Model: RLMM.
2012
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2012. Performance Evaluation of a Multiuser Interactive Networking System: A Comparison of Modelling Methods. Computer and Information Sciences II. :215–222.
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2012. Simulation analysis of a virtualization system performance in Boot Up Scenario. International Conference on Networking and Future Internet. :21–24.
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2012. Duration of boot-up storm period. 17th Polish teletraffic symposium. :145–150.
2011
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2011. Numerical Model of Tcp in 802.16 Networks Using Fluid Flow Approximation. First International Conference on Networking and Future Internet 2011 (ICNFI 2011).
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2011. Simulation, Markov Chain and Diffusion Approximation Models – a Case Study. “Computer Science & Information Technologies” (CSIT’2011).
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2011. Porównanie metod analizy efektywności na przykładzie serwera aplikacji w sieci lokalnej. Studia Informatica. 32:7–20.
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2011. Content Identification in PI CAN Network. Computer Networks. :164–172.
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2011. Modelling TCP Connection in WIMAX Network Using Fluid Flow Approximation.. Applications and the Internet. :502–507.
2010
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2010. A diffusion approximation model for wireless networks based on IEEE 802.11 standard, Computer Communication Journal. Computer Communication Journal. 33:S86–S92.
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2010. Modeling the IEEE 802.11 Networks MAC Layer Using Diffusion Approximation. Proceeding of HET-NETs 2010. :429–442.
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2010. Performance evaluation of multiuser interactive networking system. Proceedings of 6th International Conference HET-NETs 2010. :223–231.
2009
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2009. Adaptive Streaming of Stereographic Video. Computer Networks – Communications in Computer and Information Science, Springer. 39:87–94.
2008
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2008. Simulation Comparison of Active Queue Management Algorithms in TCP/IP Networks. Journal of Telecommunication Systems. 39
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2008. Transmission of scalable video streams. Proceedings from the 4th Euro-NGI Workshop on New trends in network architectures and services.
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2008. Un modele d’approximation de diffusion pour la distribution du temps d’acheminement des paquets dans les réseaux de senseurs. Colloque francophone sur l’ingénierie des protocoles.
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2008. Estimation of packet transfer time at sensor networks, diffusion approximation approach. Proceedings from HET-NETs.
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2008. TCP performance for a wireless traffic, a diffusion approxiation model. Proceedings from Workshop on Wireless and mobility in Future Generation Internet.
2007
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2007. The Analysis Of Traffic Shaping In Tcp Connection In Laboratory Network. Proceedings from ISAT Conference.
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2007. Level Crossing Ordering of Markov Chains: Proving Convergence and Bounding End to End Delays in an All Optical Network. ACM Proceedings from Valuetools 2007.
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2007. Simulation Analysis of Deflection Routing in Hypercube. Proceedings from Polish Teletraffic Symposium.
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2007. Fluid-flow Approximation Model of TCP-NCR in wired-wireless networks. Proceedings from Polish Teletraffic Symposium.
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2007. Analiza wydajności protokołu TCP-NCR w sieciach bezprzewodowych. Materiały Konferencji Sieci Komputerowe.
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2007. Simulation Analysis of Active Queue Management Algorithms in IP Networks. Proceedings from Fourth EuroFGI Workshop on "New Trends in Modelling, Quantitative Methods and Measurements".
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2007. Stability and Dynamics of TCP-NCR(DCR) Protocol. Lecture Notes in Computer Systems 4396 - Wireless Systems and Mobility in Next Generation Internet. :241–254.
2006
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2006. A model of TCP flows dynamics. Theoretical and Applied Informatics. 18:279–292.
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2006. Some contributions to the modelling the dynamics of (TCP,UDP)/RED flows over reliable and unreliable connections. Proceedings from HET-NETs 2006.
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2006. The Markov chain model of RED active queuing management algorithm. Proceedings from HET-NETs 2006.
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2006. Nowe Technologie Sieci Komputerowych. 1
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2006. Analiza wydajności mechanizmu RED za pomocą łańcuchów Markowa z czasem ciągłym. Materiały Konferencji Sieci Komputerowe.
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2006. Dynamics of TCP/IP flows in presence of various AQM algorithms, a fluid flow approximation model. Third EuroNGI Workshop on New Trends in Modelling, Quantitative methods and Measurements.
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2006. TCP/IP dynamics in wireless environment, a fluid-flow model. Third Workshop on Wireless and Mobility.
2005
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2005. Modeling Connection State with Kernel PCA. 2nd EuroNGI Workshop on New Trends in Modeling, Quantitative Methods and Measurements.
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2005. Simulation Analysis of Eulerian Routing with Shortcuts in All-optical networks. materiały konferencji: Second EuroNGI Workshop on.
2004
2003
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2003. Simple Traffic Shaping Algorithm for All-optical Networks. 10th Polish Teletraffic Symposium PSRT 2003. :413–418.
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2003. Wpływ mechanizmów kształtowania ruchu na wydajność sieci czysto optycznych. Studia Informatica. 2A:221–228.
2002
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2002. Kształtowanie ruchu w routerach pracujących w systemie Linux. Studia Informatica. 23
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2002. Modelowanie stacji roboczych w sieci ATM przy użyciu symulatora OMNeT++. Studia Informatica. 23
2001
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2001. Generator pakietów w środowisku sieci heterogenicznych. Studia Informatica. 22
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2001. A tool for network traffic generation and transmission delay measurement. Proceedings of 8th Polish Teletraffic Symposium.
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2001. A tool for network traffic generation and transmission delay measurement. Archiwum Informatyki teoretycznej i Stosowanej. 13
2000
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2000. Sieci prywatne oparte na technologii ATM. Studia Informatica. 1
