Internet of Things Group
Info
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)
Publications
2024
- Kovtun V.; Grochla K.; Al-Maitah M.; Aldosary S.; Kempa W.; Entropy-extreme model for predicting the development of cyber epidemics at early stages; Computational and Structural Biotechnology Journal; 2024
- Kovtun V.; Grochla K.; Al-Maitah M.; Aldosary S.; Gryshchuk T.; Cyber epidemic spread forecasting based on the entropy-extremal dynamic interpretation of the SIR model; Egyptian Informatics Journal; 2024
- Łaskarzewski Z.; Grochla K.; Efektywność Schematu Komunikacyjnego Liczników Mediów w Procesie Zdalnego Odczytu Obchodzonego; Konferencja Radiokomunikacji i Teleinformatyki; 2024
- Nasereddin M.; Nakip M.; Gelenbe E.; Deep Learning Intrusion Detection and Mitigation of DoS Attacks; 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS24); 2024
- Gorawski M.; Marjasz R.; Grochla K.; Performance evaluation of the secure multi-tenancy system for smart city IoT environment using open LDAP and Apache Kafka.; 22nd International Industrial Simulation Conference; 2024
- Kovtun V.; Grochla K.; Połys K.; The concept of network resource control of a 5G cluster focused on the smart city's critical infrastructure needs; Alexandria Engineering Journal; 2024
- Nasereddin M.; Al-Qassas R.; A New Approach for Detecting Process Injection Attacks Using Memory Analysis; International Journal of Information Security; 2024
2023
- Nowak S.; Grochla K.; Słabicki M.; Gorawski M.; Efficient Universal Indoor Multicharacteristic Propagation model for indoor environments; 2023 International Wireless Communications and Mobile Computing (IWCMC); 2023
- Strzoda A.; Zastosowanie Heurystyki do Wyboru Lokalizacji Węzłów Pośredniczących w Sieciach LP WAN; Konferencja Radiokomunikacji i Teleinformatyki KRiT 2023; 2023
- Strzoda A.; Grochla K.; Głomb P.; Madej A.; Link failure prediction in LoRa networks; International Wireless Communications and Mobile Computing Conference, IWCMC; 2023
- Gelenbe E.; Nasereddin M.; Protecting IoT Servers Against Flood Attacks with the Quasi Deterministic Transmission Policy; The 22nd IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom-2023); 2023
- Nasereddin M.; Nakip M.; Gelenbe E.; Measurement Based Evaluation and Mitigation of Flood Attacks on a LAN Test-Bed; The 48th IEEE Conference on Local Computer Networks; 2023
- Gorawski M.; Pasterak K.; Gorawska A.; Gorawski M.; The stream data warehouse: Page replacement algorithms and quality of service metrics; Future Generation Computer Systems; 2023
- Gorawski M.; Połys K.; Localization of mobile nodes in graphs using the True-range multilateration with node sorting (TriSort) approach in an indoor environment; 24th IEEE International Conferences on High Performance Computing and Communications - HPCC-2022; 2023