• S. Pala, O. Taghizadeh, M. Katwe, K. Singh, C. Li, A. Schmeink, "Secure RIS-Assisted Hybrid Beamforming Design with Low-Resolution Phase Shifters", IEEE Transactions on Wireless Communications, Feb. 2024, accepted.
  • S. Salehi, A. Schmeink, "Data-Centric Green AI: A Survey," IEEE Transactions on Artificial Intelligence", Sept. 2023, accepted.
  • B. Hazarika, K. Singh, C. Li, A. Schmeink, K. F. Tsang, "RADiT: Resource Allocation in Digital Twin-Driven UAV-aided Internet of Vehicle Networks", IEEE-JSAC-SI-DTMN, accepted, August 2023.
  • P. Wu, X. Yuan, Y. Hu, A. Schmeink, "Analytical Optimal Joint Resource Allocation and Continuous Trajectory Design for UAV-Assisted Covert Communications", IEEE Transactions on Wireless Communications, Early Access, June 2023.
  • Y. Zhu, X. Yuan, Y. Hu, R. F. Schaefer, A. Schmeink, "Trade Reliability for Security: Leakage-Failure Probability Minimization for Machine-Type Communications in URLLC", IEEE Journal on Selected Areas in Communications, Early Access, June 2023.
  • P. Wu, X. Yuan, Y. Hu, A. Schmeink, "Joint Power Control and Trajectory Design for UAV-Enabled Covert Communication", IEEE TWC, April 2023, accepted.
  • N. Guo, X. Yuan, Y. Hu and A. Schmeink, "Reliability-Oriented Resource Allocation for Wireless Powered Short Packet Communications With Multiple WPT Sources," in IEEE Transactions on Wireless Communications, vol. 22, no. 12, pp. 8983-8998, Dec. 2023.
  • X. Yuan, Y. Zhu, Y. Hu, B. Ai and A. Schmeink, "Optimal User Grouping and Analytical Joint Resource Allocation Design in Hybrid BC-TDMA Assisted URLLC Networks," in IEEE Transactions on Wireless Communications
  • P. Zheng, Y. Zhu, Y. Hu, Z. Zhang and A. Schmeink, "Federated Learning in Heterogeneous Networks with Unreliable Communication," in IEEE Transactions on Wireless Communications, August 2023. [ pdf | bib ]
  • A. Ayad, M. Barhoush, M. Frei, B. Völker and A. Schmeink, "An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning," in IEEE Journal of Biomedical and Health Informatics, vol. 27, no. 9, pp. 4261-4272, Sept. 2023.
  • B. Hazarika, K. Singh, C. -P. Li, A. Schmeink and K. F. Tsang, "RADiT: Resource Allocation in Digital Twin-Driven UAV-aided Internet of Vehicle Networks," in IEEE Journal on Selected Areas in Communications, August 2023.
  • Y. Li, X. Yuan, Y. Hu, J. Yang and A. Schmeink, "Optimal UAV Trajectory Design for Moving Users in Integrated Sensing and Communications Networks," in IEEE Transactions on Intelligent Transportation Systems, August 2023.
  • K. Preusser and A. Schmeink, "Energy Scheduling for a DER and EV Charging Station Connected Microgrid With Energy Storage," in IEEE Access, vol. 11, pp. 73435-73447, 2023.
  • N. Guo, X. Yuan, Y. Hu and A. Schmeink, "Fairness-Aware Resource Allocation in Multi-Source WPCN in the Finite Blocklength Regime", in IEEE Access, vol. 11, pp. 32348-32364, 2023.
  • Y. Zhu, Y. Hu, X. Yuan, M. C. Gursoy, H. V. Poor, A. Schmeink, "Joint Convexity of Error Probability in Blocklength and Transmit Power in the Finite Blocklength Regime," IEEE Transactions on Wireless Communications, vol. 22, no. 4, pp. 2409-2423, April 2023.
  • Laux, H., Hallawa, A., Assis, J.C.S., Schmeink, A., Martin, L., Peine, A., Two-stage visual speech recognition for intensive care patients. Sci Rep 13, 928 (2023).
  • M. Barhoush, A. Hallawa, A. Schmeink, "Speaker identification and localization using shuffled MFCC features and deep learning", International Journal of Speech Technology, 1-12, 2023.
  • M. Barhoush, A. Hallawa, A. Peine, L. Martin and A. Schmeink, "Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning," in IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 31, pp. 670-683, 2023.
  • L. Begic Fazlic, A. Halawa, A. Schmeink, R. Lipp, L. Martin, A. Peine, M. Morgen, T. Vollmer, S. Winter & G. Dartmann, A Novel Hybrid Methodology for Anomaly Detection in Time Series. Int J Comput Intell Syst 15, 50 (2022).
  • K. Preusser, A. Schmeink, "Robust Channel Modeling of 2.4 GHz and 5 GHz Indoor Measurements: Empirical, Ray Tracing, and Artificial Neural Network Models," IEEE Transactions on Antennas and Propagation, vol. 70, no. 1, pp. 559-572, Jan. 2022. [ pdf | bib ]
  • Y. Zhu, Y. Hu, A. Schmeink, J. Gross, "Energy Minimization of Mobile Edge Computing Networks With HARQ in the Finite Blocklength Regime," IEEE Transactions on Wireless Communications, vol. 21, no. 9, pp. 7105-7120, Sept. 2022. [ pdf | bib ]
  • X. Yuan, H. Jiang, Y. Hu, B. Li, E. Jorswieck, A. Schmeink, "Joint Power and Data Allocation in Multi-Carrier Full-Duplex Relaying Networks Operating With Finite Blocklength Codes," IEEE Transactions on Wireless Communications, vol. 21, no. 3, pp. 1513-1528, March 2022. [ pdf | bib ]
  • X. Yuan, Y. Zhu, Y. Hu, H. Jiang, C. Shen, A. Schmeink, "Latency-Critical Downlink Multiple Access: A Hybrid Approach and Reliability Maximization," in IEEE Transactions on Wireless Communications, vol. 21, no. 11, pp. 9261-9275, Nov. 2022 [ pdf | bib ]
  • X. Yuan, Y. Hu, R. Schober, A. Schmeink, "Convexity Analysis of Nonlinear Wireless Power Transfer With Multiple RF Sources," IEEE Transactions on Vehicular Technology, vol. 71, no. 10, pp. 11311-11316, Oct. 2022.
  • A. Ayad, A. Hallawa, A. Peine, L. Martin, L. B. Fazlic, G. Dartmann, G. Marx, A. Schmeink, "Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study," Journal of Medical Internet Research (JMIR) Medical Informatics, 2022;10(8):e37658 [ Link ]
  • X. Yuan, H. Jiang, Y. Hu and A. Schmeink, "Joint Analog Beamforming and Trajectory Planning for Energy-Efficient UAV-Enabled Nonlinear Wireless Power Transfer," IEEE Journal on Selected Areas in Communications, vol. 40, no. 10, pp. 2914-2929, Oct. 2022. [ pdf | bib ]
  • Z. Liu, Y. Zhu, Y. Hu, P. Sun and A. Schmeink, "Reliability-Oriented Design Framework in NOMA-Assisted Mobile Edge Computing," IEEE Access, vol. 10, pp. 103598-103609, 2022
  • D. Xu, X. Yu, D. W. K. Ng, A. Schmeink, R. Schober, "Robust and Secure Resource Allocation for ISAC Systems: A Novel Optimization Framework for Variable-Length Snapshots," IEEE Transactions on Communications, vol. 70, no. 12, pp. 8196-8214, Dec. 2022.
  • X. Yuan, Y. Hu, J. Zhang, A. Schmeink, "Joint User Scheduling and UAV Trajectory Design on Completion Time Minimization for UAV-Aided Data Collection," IEEE Transactions on Wireless Communications, 2022. (Early Access)
  • Y. Zhu, X. Yuan, Y. Hu, T. Wang, M. Cenk Gursoy, A. Schmeink, "Low-Latency Hybrid NOMA-TDMA: QoS-Driven Design Framework," IEEE Transactions on Wireless Communications, 2022. (Early Access)
  • A. Ayad, J. Borsch and A. Schmeink, "Communication and Service Aspects of Smart Mobility: Improving Security, Privacy and Efficiency of Mobility Services by Utilizing Distributed Ledger Technology," Book chapter in Smart Transportation: AI Enabled Mobility and Autonomous Driving, CRC Press, Taylor & Francis, Aug. 2021 [ link | bib ].
  • M. Dziubany, S. Kopp, L. Creutz, J. Schneider, A. Schmeink and G. Dartmann, "Artificial Intelligence for Fleets of Autonomous Vehicles: Desired Requirements and Solution Approaches, book chapter in Smart Transportation: AI Enabled Mobility and Autonomous Driving", CRC Press, Taylor & Francis, Aug. 2021[ link | bib ].
  • A. Peine, A. Hallawa, J. Bickenbach, G. Dartmann, L. B. Fazlic, A. Schmeink, G. Ascheid, C. Thiemermann, A. Schuppert, R. Kindle, L. Celi, G. Marx, L. Martin, "Development and Validation of a Reinforcement Learning Algorithm to Dynamically Optimize Mechanical Ventilation in Critical Care", nature partner journal (npj) Digital Medicine, vol. 4, no. 32 (2021).
  • A. Zamani, O. Taghizadeh and A. Schmeink, "Energy-Efficient Joint Association and Precoding in Ultra-Dense C-RAN," IEEE Transactions on Vehicular Technology, vol. 70, no. 3, pp. 2862-2866, March 2021. [ pdf | bib ].
  • X. Yuan, T. Yang, Y. Hu, J. Xu and A. Schmeink, "Trajectory Design for UAV-Enabled Multiuser Wireless Power Transfer with Nonlinear Energy Harvesting", IEEE Transactions on Wireless Communications, vol. 20, no. 2, pp. 1105-1121, Feb. 2021. [ pdf | bib ].
  • P. Ghofrani, A. Schmeink, "On the Optimal Precoding for MISO-WSN: One Time Slot Detection of Multiple Binary Data on the Same Frequency Band", IEEE Transactions on Wireless Communications, vol. 20, no. 2, pp. 997-1010, Feb. 2021. [ pdf | bib ].
  • Y. Zhu, Y. Hu, T. Yang, T. Yang, J. Vogt and A. Schmeink, "Reliability-Optimal Offloading in Low-Latency Edge Computing Networks: Analytical and Reinforcement Learning Based Designs," IEEE Transactions on Vehicular Technology, vol. 70, no. 6, pp. 6058-6072, June 2021 [ pdf | bib ]
  • J. Wang, B. Li, G. Wang, Y. Hu and A. Schmeink, "Robust Design for UAV-Enabled Multiuser Relaying System With SWIPT," IEEE Transactions on Green Communications and Networking, vol. 5, no. 3, pp. 1293-1305, Sept. 2021
  • X. Yuan, Y. Hu, D. Li, A. Schmeink, "Novel Optimal Trajectory Design in UAV-Assisted Networks: A Mechanical Equivalence-Based Strategy", IEEE Journal on Selected Areas in Communications, SI-UAV-B5G, Early Access, June 2021. [ pdf | bib ]
  • X. Yuan, Y. Hu, A. Schmeink, "Joint Design of UAV Trajectory and Directional Antenna Orientation in UAV-Enabled Wireless Power Transfer Networks", IEEE Journal on Selected Areas in Communications, SI-UAV-B5G, Eary Access, June 2021. [ pdf | bib ]
  • Y. Hu, X. Yuan, G. Zhang and A. Schmeink, "Sustainable Wireless Sensor Networks With UAV-Enabled Wireless Power Transfer," IEEE Transactions on Vehicular Technology, vol. 70, no. 8, pp. 8050-8064, Aug. 2021.
  • E. Oral, A. Schmeink, G. Dartmann, G. Ascheid, A. E. Pusane and G. K. Kurt, "Consensus Analysis of Wireless Multi-Agent Systems Over Fading Channels," IEEE Wireless Communications Letters, vol. 10, no. 7, pp. 1528-1531, July 2021. [ pdf | bib ]
  • J. Wang, G. Wang, B. Li, H. Yang, Y. Hu and A. Schmeink, "Massive MIMO Two-Way Relaying Systems With SWIPT in IoT Networks," IEEE Internet of Things Journal, vol. 8, no. 20, pp. 15126-15139, 15 Oct.15, 2021 [ pdf | bib ]
  • Q. He, Y. Zhu, P. Zheng, Y. Hu and A. Schmeink, "Multi-Device Low-Latency IoT Networks with Blind Retransmissions in the Finite Blocklength Regime", IEEE Transactions on Vehicular Technology, vol. 70, no. 12, pp. 12782-12795, Dec. 2021 [ pdf | bib ]
  • A. Zamani, R. Kämmer, Y. Hu, A. Schmeink, "Optimization of Unmanned Aerial Vehicle Augmented Ultra-Dense Networks", EURASIP Journal on Wireless Communications and Networking, 2020 [ pdf | bib ].
  • Y. Hu, G. Sun, G. Zhang, M. C. Gursoy and A. Schmeink, "Optimal Resource Allocation in Ground Wireless Networks Supporting Unmanned Aerial Vehicle Transmissions," in IEEE Transactions on Vehicular Technology, vol. 69, no. 8, pp. 8972-8984, Aug. 2020, doi: 10.1109/TVT.2020.2998899. [ pdf | bib ]
  • Y. Hu, X. Yuan, T. Yang, B. Clerckx, A Schmeink, "On the Convex Properties of Wireless Power Transfer with Nonlinear Energy Harvesting", Correspondence in IEEE Transactions on Vehicular Technology, Vol. 69, No. 5, 2020. [ pdf | bib ]
  • Y. Hu, Y. Li, M. C. Gursoy, S. Velipasalar, A. Schmeink,"Throughput Analysis of Low-Latency IoT Systems with QoS Constraints and Finite Blocklength Codes", in IEEE Transactions on Vehicular Technology, vol. 69, no. 3, pp. 3093-3104, March 2020, doi: 10.1109/TVT.2020.2968463. [ pdf | bib ]
  • A. Hallawa, E. Zechendorf, Y. Song, A. Schmeink, A. Peine, L. Marin, G. Ascheid, G. Dartmann, On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets, Society for the Promotion of Evolutionary Computation in Europe and its Surroundings, Springer International Publishing, p.p. 254-269, 2019. [ pdf | bib ]
  • Peine A, Hallawa A, Schöffski O, Dartmann G, Fazlic LB, Schmeink A, Marx G, Martin L, "A Deep Learning Approach for Managing Medical Consumable Materials in Intensive Care Units via Convolutional Neural Networks: Technical Proof-of-Concept Study", JMIR Med Inform 2019;7(4):e14806 DOI: 10.2196/14806 PMID: 31603430 PMCID: 6819012. [ pdf | bib ]
  • R. Machhamer, M. Dziubany, L. Czenkusch, H. Laux, A. Schmeink, K.U. Gollmer, S. Naumann, G. Dartmann, "Online Offline Learning for Sound-based Indoor Localization Using Low-cost Hardware", IEEE Access, 2019. [ pdf | bib ]
  • C. Schnelling, M. Rothe, N. Koep, R. Mathar, A. Schmeink, "Efficient Implementation of Density Evolution for Punctured Polar Codes", IEEE Access, 2019. [ pdf | bib ]
  • J. Schneider, M. Dziubany, A. Schmeink, G. Dartmann, K.-U. Gollmer, S. Naumann, "Predicting energy consumption using machine learning", Chapter in Big Data Analytics for Cyber-Physical Systems, Machine Learning for the Internet of Things, 1st Edition Elsevier, Jul. 2019. [ pdf | bib ]
  • A. Hallawa, Z. Song, A. Peine, L. Martin, A. Schmeink, G. Ascheid, G. Dartmann, "Machine Learning in Future Intensive Care: Classification of Stochastic Petri Nets via Continuous-time Markov Chains", Chapter in Big Data Analytics for Cyber-Physical Systems, Machine Learning for the Internet of Things, 1st Edition Elsevier, Jul. 2019. [ pdf | bib ]
  • M. Dziubany, M. Garling, A. Schmeink, G. Burger, G. Dartmann, S. Naumann, K. Gollmer, "Machine Learning-Based Artificial Nose on a Low-Cost IoT-Hardware", Chapter in Big Data Analytics for Cyber-Physical Systems, Machine Learning for the Internet of Things, 1st Edition Elsevier, Jul. 2019. [ pdf | bib ]
  • Y. Hu, C. Schnelling, M. C. Gursoy, A. Schmeink, "Multi-Relay-Assisted Low-Latency High-Reliability Communications with Best Single Relay Selection", IEEE Transactions on Vehicular Technology, 2019.
  • P. Vieting, L. Martin, G. Dartmann, A. Schmeink, "Likelihood-Based Adaptive Learning in Stochastic State-Based Models", IEEE Signal Processing Letters, 2019.
  • Y. Hu, X. Yuan, J. Xu, A. Schmeink, "Optimal 1D Trajectory Design for UAV-Enabled Multiuser Wireless Power Transfer", IEEE Transactions on Communications, 2019.
  • P. Ghofrani, A. Schmeink, "3-D Energy Optimal Receiver Placement with Constraints on the LOS Delay and Angle", IEEE Transactions on Wireless Communications, 2019.
  • Q. He, Y. Hu, A. Schmeink, "A Seysen's Algorithm based Incremental Lattice Reduction", Transactions on Emerging Telecommunications Technologies, 2019.[ pdf | bib ]
  • Q. He, Y. Hu, A. Schmeink, "Closed-form Symbol Error Rate Expressions for Non-orthogonal Multiple Access Systems", IEEE Transactions on Vehicular Technology, Jul. 2019. [ pdf | bib ]
  • Y. Hu, Y. Zhu, M. C. Gursoy, A. Schmeink, "SWIPT-Enabled Relaying in IoT Networks Operating with Finite Blocklength Codes", IEEE Journal on Selected Areas in Communications, vol. 37, no. 2, pp. 1-14, February 2019.
  • S. Bauk, J. A. L. Calvo, A. Schmeink, S. Azam, R. Mathar, "On Deploying Vehicular Communication at the Developing Seaport and Related Innovation Success Impediments", Transport, vol. 34, no. 1, pp. 126-134, February 2019.
  • G. Ecker, D. Yuan, A. M. Koster, A. Schmeink, "Accurate Optimization Models for Interference Constrained Bandwidth Allocation in Cellular Networks", Computers & Operations Research, vol. 101, pp. 1-12, January 2019.
  • Z. Bao, W. Gao, X. Yuan, Y. Hu, A. Schmeink, ''Timeliness Analysis of CSMA/CA with Truncated HARQ in the Finite Blocklength Regime'', 2024 IEEE Wireless Communications and Networking Conference Workshops (WCNC Workshops), accepted.
  • N. Guo, X. Yuan, Y. Hu, B. Ai, A. Schmeink, ''Multi-Source WPT Enabled IoNT: Joint Resource Allocation for Fairness-Aware Reliability Maximization in the FBL Regime'', 2024 IEEE Wireless Communications and Networking Conference Workshops (WCNC Workshops), accepted.
  • Y. Gao, X. Yuan, D. Yang, Y. Hu, Y. Cao, A. Schmeink, ''UAV-Assisted MEC System with Mobile Ground Terminals: DRL-Based Joint Terminal Scheduling and UAV 3D Trajectory Design'', IEEE Transactions on Vehicular Technology, accepted.
  • X. Yuan, H. Zhang, P. Zheng, B. Han, Anke Schmeink, "Cooperative Power Control and Beamforming Design for Multi-Source Enabled Wireless Power Transfer Networks", EuCap 2024, accepted.
  • H. Laux, E. Mededovic, A. Hallawa, L. Martin, A. Peine, A. Schmeink, LiteVSR: "Efficient Visual Speech Recognition through Pretrained Audio Encodings", IEEE ICASSP 2024, accepted.
  • S. Salehi, A. Schmeink, "Is Active Learning Green? An Empirical Study", IEEE BigData BDA4S Workshop, accepted.
  • A. Ayad, M. Barhoush, J. Loh, T. Gemmeke, A. Schmeink, "PEACE: Private and Energy-efficient Algorithm for Cardiac Evaluation on the EDGE using Modified Split Learning and Model Quantization", IEEE Int. Conf. on Inf. and Comm. Sys., Sep 2023, accepted.
  • M. Kohankhaki, A. Ayad, M. Barhoush, A. Schmeink, "Detecting Data Poisoning in Split Learning Using Intraclass-Distance Inflated Loss", IEEE GLOBECOM Workshop, 2023, accepted.
  • S. S. Charandabi, Y. Zhu, Y. Hu, A. Schmeink, "Fairness-Aware Reliability Maximization of a Novel RSMA Framework for URLLC", IEEE Globecom Workshop, 2023, accepted.
  • X. Yu, Y. Zhu, Y. Hu, A. Schmeink, T. Wang, "Blocklength Allocation for Security-Enhanced MEC With Dependency-Aware Tasks", WCSP 2023, accepted.
  • Y. Zhu, X. Yuan, Y. Hu, A. Schmeink, "Semantic Reliability Maximization: A Cooperative Perspective in Integrated Sensing, Communication and Computation Networks", Globecom SAC ISC, accepted, August 2023.
  • P. Wu, X. Yuan, Y. Hu, J. Zhang, A. Schmeink, "Joint User Assignment and Trajectory Design for UAV-Enabled Covert Communication with Directional Antenna", IEEE Globecom SAC AC", accepted, August 2023.
  • K. Singh, C. Pan, J. Yaswanth, M. V. Katwe, A. Schmeink, O. Taghizadeh, "Power-Efficient STAR-RIS aided MIMO-SWIPT Towards 6G Green Communications under Channel Estimation error", IEEE GLOBECOM GCSN, accepted, August 2023.
  • X. Yuan, P. Wu, Y. Hu, A. Schmeink, "ULA-Based Analog Beamforming and Mode Design for LAP-Assisted Multicasting Communication", SPAWC 2023, accepted.
  • B. Han, Y. Zhu, A. Schmeink, H. Dieter Schotten, "Non-Orthogonal Multiplexing in the FBL Regime Enhances Physical Layer Security with Deception", SPAWC 2023, accepted.
  • S. Mashdour, R. de Lamare, Anke Schmeink, J. Sales, "Sequential Multiuser Scheduling and Power Allocation for Clustered Cell-Free Massive MIMO Networks", EUSIPCO 2023, accepted. July 2023.
  • P. Wu, X. Yuan, Y. Hu, A. Schmeink, "Trajectory and User Assignment Design for UAV-Assisted Wireless Communications under Rician Fading Channels", IEEE ICCC 2023, accepted.
  • S. Mashdour, R. C. de Lamare, A. Schmeink, J. P. S. H. Lima, "Sequential Multiuser Scheduling and power allocation for clustered cell-free massive MIMO networks", WSA 2023, accepted.
  • M. Barhoush, A. Ayad, A. Schmeink, "Accelerating Federated Learning via Modified Local Model Update Based on Individual Performance Metric", ICECCME, 2023, accepted.
  • M. Barhoush, A. Hallawa, A. Schmeink, "On Using Meta-Learning to Overcome Challenges in Speaker Localization", IEEE EUROCON 2023, accepted.
  • J. Yaswanth, M. Katwe, K. Singh, O. Taghizadeh, A. Schmeink, "Joint Beamforming Design for STAR-RIS-aided MU-MIMO System with SWIPT", ICC Workshop, Feb 2023, acccepted.
  • X. Yuan, Y. Huang, Y. Hu, A. Schmeink, "Optimal Trajectory Design for UAV-Assisted Wireless Communication with Discrete Code Rates", ICC Workshop, 2023, accepted.
  • X. Yuan, B. Li, Y. Hu, Y. Zhu, A. Schmeink, "Resource Allocation and Cooperation Scheduling for Reliability Maximization in Cluster Head Based Cooperative URLLC Networks", ICC 2023 Workshop, accepted.
  • S. Mashdour, R. C. de Lamare, A. Schmeink, J. P. S. H. Lima, "MMSE-Based Resource Allocation for Clustered Cell-Free Massive MIMO Networks," WSA 2023, accepted.
  • M. Barhoush, A. Ayad and A. Schmeink, "Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications," 2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS), Mexico City, Mexico, 2023, pp. 1-6
  • M. Kohankhaki, A. Ayad, M. Barhoush, B. Leibe and A. Schmeink, "Radiopaths: Deep Multimodal Analysis on Chest Radiographs," 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 2022, pp. 3613-3621
  • P. Zheng, Y. Zhu, M. Bouchaala, Y. Hu, S. Stanczak, A. Schmeink, "Federated Learning with Integrated Over-the-Air Computation and Sensing in IRS-assisted Networks," WSA & SCC 2023; 26th International ITG Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding, Braunschweig, Germany, 2023, pp. 1-6. (Invited paper)
  • C. Sariman, A. Hallawa, E. Sayar, A. Peine, L. Martin, and A. Schmeink, "Exploration of unknown environments via evolution of behavioral and morphological properties of miniaturized sensory agents", In Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO '22), Association for Computing Machinery, New York, NY, USA, 2022, 759–762, https://doi.org/10.1145/3520304.3528991
  • Y. Zhu, Y. Hu, W. Tong, G. Caire and A. Schmeink, "Power Allocation Strategy for Joint Communications and Sensing in NOMA-assisted Low-Latency Networks," European Wireless 2022; 27th European Wireless Conference, Dresden, Germany, 2022, pp. 1-6.
  • X. Yuan, Y. Hu, X. Wen, M. Petrova and A. Schmeink, "Optimal Continuous Trajectory Design for UAV-Assisted Reliable Communication Operating with Finite Blocklength Codes," European Wireless 2022; 27th European Wireless Conference, Dresden, Germany, 2022, pp. 1-6.
  • K. Preusser, W. Wei, A. Schmeink, "Modelling Second-Life Batteries as the Energy Storage System for EV Charging Stations," IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Singapore, 2022, pp. 199-205. [ pdf | bib ]
  • M. Barhoush, A. Ayad and A. Schmeink, "Semi-supervised Algorithms in Resource-constrained Edge Devices: An Overview and Experimental Comparison," 2022 IEEE iThings and IEEE GreenCom and IEEE CPSCom and IEEE SmartData and IEEE Cybermatics, Espoo, Finland, 2022, pp. 555-559.
  • X. Yuan, Y. Hu, M. Li, Z. Chang and A. Schmeink, "Optimal Design for UAV-Assisted Energy Constrained Communication: Joint Power Control and Continuous Trajectory Design," ICC 2022 - IEEE International Conference on Communications, 2022, pp. 43-48
  • Z. Xiao, G. Sun, Y. Hu, C. Shen and A. Schmeink, "Channel Capacity in the Finite Blocklength Regime for Massive MIMO with Selected Multi-Streams (Invited Paper)," 2022 IEEE International Conference on Communications Workshops (ICC Workshops), 2022, pp. 216-221
  • X. Yuan, G. Sun, Y. Hu, L. Wu, H. Wang and A. Schmeink, "UAV Trajectory Design on Completion Time Minimization of WPT Task in UAV-Enabled Multi-User Network," 2022 IEEE International Conference on Communications Workshops (ICC Workshops), 2022, pp. 1047-1052,
  • Y. Wu, Z. Zhang, P. Zheng, Y. Hu and A. Schmeink, "V2E Association and Resource Allocation via Deep Reinforcement Learning in MEC-based HetVNets," 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring), 2022, pp. 1-7
  • M. Morgen, L. B. Fazlic, A. Peine, L. Martin, A. Schmeink, A. Hallawa, and G. Dartmann, "Development and Implementation of the Data Science Learning Platform for Research Physician," pHealth 2022, accepted.
  • M. Morgen, L. B. Fazlic, A. Peine, L. Martin, A. Schmeink, and G. Dartmann, "ViBeS: A Visualization and Benchmarking Simulator for Clinical Data," pHealth 2022, accepted.
  • X. Yuan, W. Yao, X. Luo, Z. Bao, A. Schmeink, "Throughput Maximization in Latency-Critical Downlink Communication with Hybrid BC-TDMA Strategy," 2022 International Symposium on Wireless Communication Systems (ISWCS), Hangzhou, China, 2022, pp. 1-6. (invited paper)
  • Z. Xiao, Y. Hu, C. Shen, B. Ai, A. Schmeink, "Sum Throughput Maximization for MISO-Assisted Multi-User Downlink Transmissions in the FBL Regime," 2022 International Symposium on Wireless Communication Systems (ISWCS), Hangzhou, China, 2022, pp. 1-6. (invited paper)
  • P. Zheng, Y. Zhu, Y. Hu, A. Schmeink, "Data-driven Extreme Events Modeling for Vehicle Networks by Personalized Federated Learning: Invited Paper," 2022 International Symposium on Wireless Communication Systems (ISWCS), Hangzhou, China, 2022, pp. 1-6. (invited paper)
  • H. Xu, Y. Zhu, K. Xiang, Y. Hu, A. Schmeink, "Energy Consumption Minimization for NOMA-Assisted Mobile Edge Computing," 2022 International Symposium on Wireless Communication Systems (ISWCS), Hangzhou, China, 2022, pp. 1-6. (invited paper)
  • N. Guo, X. Yuan, C. Wang, Y. Hu and A. Schmeink, "Reliability-Oriented Power Allocation for Multi-Source WPT Enabled Short Packet Communications," 2022 International Symposium on Wireless Communication Systems (ISWCS), Hangzhou, China, 2022, pp. 1-6.
  • X. Yuan, W. Li, Y. Hu and A. Schmeink, "Beamforming Design and Resource Allocation for IRS-Assisted NOMA Cognitive Radio System," 2022 International Symposium on Wireless Communication Systems (ISWCS), Hangzhou, China, 2022, pp. 1-6.
  • A. Ayad, M. Frei, A. Schmeink, "Efficient and Private ECG Classification on the Edge Using a Modified Split Learning Mechanism," 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI), Rochester, MN, USA, 2022, pp. 01-06.
  • K. Preusser, P. Lölver, M. Garling and A. Schmeink, "Indoor Factory RSRP and RTT Measurements at 3.7 GHz: Simulator and Analysis," 2022 5th International Conference on Advanced Communication Technologies and Networking (CommNet), Marrakech, Morocco, 2022, pp. 1-8.
  • R. Lipp, G. Dartmann, L. Fazlic, T. Vollmer, S. Winter, A. Peine, L. Martin and A. Schmeink, "Incremental Parameter Estimation of Stochastic State-Based Models," 2021 IEEE 19th World Symposium on Applied Machine Intelligence and Informatics (SAMI), Herl'any, Slovakia, 2021, pp. 000317-000322, doi: 10.1109/SAMI50585.2021.9378693. [ pdf | bib ]
  • R. Thomä, T. Dallmann, S. Jovanoska, P. Knott and A. Schmeink, "Joint Communication and Radar Sensing: An Overview," 2021 15th European Conference on Antennas and Propagation (EuCAP), 2021
  • Y. Zhu, X. Yuan, B. Han, Y. Hu, A. Schmeink, "Average Age-of-Information Minimization in EH-enabled Low-Latency IoT Networks", ICC 2021 - IEEE International Conference on Communications -- IoTSN Symposium, 2021.
  • X. Yuan, Y. Hu, A. Schmeink, " Joint Design of UAV Trajectory and Directional Antenna Orientation in UAV-Enabled WPT Networks", 2021 IEEE International Conference on Communications Workshops (ICC Workshops), WS04 --UAV-5G, 2021.
  • X. Yuan, Y. Hu, J. Gross, A. Schmeink, "Radio-Map-Based UAV Placement Design for UAV-Assisted Relaying Networks", 2021 IEEE Statistical Signal Processing Workshop (SSP), 2021, pp. 286-290.
  • X. Yuan, Y. Hu, J. Gross, A. Schmeink, "Simultaneous Wireless Information and Power Transfer in Low-Latency Relaying Networks with Nonlinear Energy Harvesting", 2021 IEEE Statistical Signal Processing Workshop (SSP), 2021, pp. 286-290.
  • X. Yuan, Y. Zhu, Y. Hu, D. Li, A. Schmeink, "Relaying-Assisted Multiuser Networks in FBL Regime: Achievable Reliability-Constrained Throughput", 2021 17th International Symposium on Wireless Communication Systems (ISWCS), 2021. [ pdf ]
  • G. Sun, Y. Zhu, Y. Hu, J. Zhang, A. Schmeink, "Density Evolution Based Multi-Level Polar Coded Modulation", 2021 17th International Symposium on Wireless Communication Systems (ISWCS), 2021.
  • Y. Zhu, X. Yuan, Y. Hu, Q. Chen, A. Schmeink, "Error Probability Minimization of Multi-hop Relaying System in the Finite Blocklength Regime", 2021 17th International Symposium on Wireless Communication Systems (ISWCS), 2021.
  • L. D. Schuck, R. Lipp, L. B. Fazlic, G. Dartmann, A. Schmeink, "Estimation of Kinetic Parameters in Stochastic Biomedical Models Using Estimation Theory", 2021 IEEE 19th International Symposium on Intelligent Systems and Informatics (SISY), 2021, pp. 15-20.
  • N. Guo, X. Yuan, Y. Hu, A. Schmeink, "SWIPT-Enabled Multi-User Cooperative Communication with Nonlinear Energy Harvesting", invited paper, WSA 2021, accepted.
  • A. Ayad, M. Renner, A. Schmeink, "Improving the Communication and Computation Efficiency of Split Learning for IoT Applications", 2021 IEEE Global Communications Conference (GLOBECOM), 2021.
  • X. Yuan, Y. Zhu, J. Hao, Y. Hu, A. Schmeink, "Data Freshness Optimization in Relaying Network Operating with Finite Blocklength Codes", 2021 IEEE Global Communications Conference (GLOBECOM), 2021.
  • P. Zheng, Y. Zhu, Z. Zhang, Y. Hu, A. Schmeink, "Federated Learning in Heterogeneous Networks with Unreliable Communication", 2021 IEEE Globecom Workshops (GC Wkshps), 2021.
  • M. Barhoush, A. Hallawa and A. Schmeink, "Robust Automatic Speaker Identification System Using Shuffled MFCC Features," 2021 IEEE International Conference on Machine Learning and Applied Network Technologies (ICMLANT), 2021, pp. 1-6, doi: 10.1109/ICMLANT53170.2021.9690530.
  • L. B. Fazlic, A. Hallawa, M. Dziubany, M. Morgen, J. Schneider, M. Schach, A. Schmeink, L. Martin, A. Peine, T. Vollmer, S. Winter, G. Dartmann, "A Machine Learning Approach for the Classification of Disease Risks in Time Series", IEEE Mediterranean Conference on Embedded Computing (MECO), Budva, Montenegro, June 2020.
  • R. Machhamer, M. Garling, L. Czenkusch, K. Ueding, A. Guldner, J. Schneider, A. Latif, A. Schmeink, S. Naumann, K. Gollmer, G. Dartmann, "Development of Edge Runtime Learning Systems for an Artificial Nose Classifying Drinks", IEEE Mediterranean Conference on Embedded Computing (MECO), June 2020.
  • R. Machhamer, J. Altenhofer, K. Ueding, L. Czenkusch, F. Stolz, M. Harth, M. Mattern, A. Latif, S. H. J. Herrmann, K. Gollmer, G. Dartmann, "Visual Programmed IoT Beehive Monitoring for Decision Aid by Machine Learning based Anomaly Detection", IEEE Mediterranean Conference on Embedded Computing (MECO), June 2020.
  • M. Dziubany, J. Schneider, A. Schmeink, G. Dartmann, "Optimization of a CPSS based Flexible Transportation System", IEEE Mediterranean Conference on Embedded Computing (MECO), June 2020. [ pdf | bib ]
  • Y. Zhu, T.Yang, Y.Hu, W.Gao and A. Schmeink, "Optimal-Delay-Guaranteed Energy Efficient Cooperative Offloading in VEC Networks", 2020 IEEE Global Communications Conference (GLOBECOM), accepted.
  • Q. He, P. Zheng, Y. Zhu, Y. Hu and A. Schmeink, "Multi-Device Low-Latency Internet of Things Networks with Blind Retransmissions in the Finite Blocklength Regime", IEEE PIMRC, Workshop on 5G Mobile Communication System for Smart Factories, 2020, accepted.
  • M. Dziubany, L. Creutz, S. Kopp, J. Schneider, A. Schmeink and G. Dartmann, "Development of a Cyber-Physical System for an Autonomous Indoor Transportation Service", In proceedings IEEE CPS & IoT, 2020. [ pdf | bib ]
  • Qinwei He, Katrin Gartenmeister, Yao Zhu, Yulin Hu, Anke Schmeink, " Goodput Maximization in Slotted ALOHANetworks Operating with Finite Blocklength Codes", 2020 IEEE Globecom Workshops (GC Wkshps, Taipei, Taiwan, 2020, pp. 1-6, doi: 10.1109/GCWkshps50303.2020.9367439).

 

 

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