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Latest publications

Recent publications by the Division of Information Science and Engineering.

[1]
J. Jin et al., "Cloud-Fog Automation : The New Paradigm Toward Autonomous Industrial Cyber-Physical Systems," IEEE Journal on Selected Areas in Communications, vol. 43, no. 9, pp. 2917-2937, 2025.
[2]
S. Egger et al., "End-to-End Reliability in Wireless IEEE 802.1Qbv Time-Sensitive Networks," in 2025 IEEE/ACM 33rd International Symposium on Quality of Service, IWQoS 2025, 2025.
[3]
J. He, M. Xiao and M. Skoglund, "Fast-converging decentralized alternating direction method of multipliers for consensus optimization," EURASIP Journal on Advances in Signal Processing, vol. 2025, no. 1, 2025.
[4]
T. Wang et al., "Domain-Adaptive Clustered Federated Transfer Learning for EV Charging Demand Forecasting," IEEE Transactions on Power Systems, vol. 40, no. 2, pp. 1241-1254, 2025.
[5]
N. Mehrnia et al., "Channel Prediction Using Deep Recurrent Neural Network With EVT-Based Adaptive Quantile Loss Function," IEEE Communications Letters, vol. 29, no. 7, pp. 1699-1703, 2025.
[6]
J. Kipen and J. Jaldén, "Brownian motion data augmentation : a method to push neural network performance on nanopore sensors," Bioinformatics, vol. 41, no. 6, 2025.
[7]
M. O. Olguín Muñoz et al., "Emulating Reactive Workloads for Cyber-Human Systems: A Data-Driven Methodology," IEEE Access, vol. 13, pp. 169953-169967, 2025.
[8]
S. Weng et al., "Cooperative Gradient Coding," IEEE Transactions on Communications, 2025.
[9]
Y. Chen et al., "A Kirigami-Inspired Stretchable Pressure Sensor for Conformal and Decoupled Human–Machine Touch Mapping," IEEE Sensors Journal, 2025.
[10]
A. Zamani et al., "A Unified Framework for Joint Semantic and Privacy Design Under Bounded Leakage," in SPAWC 2025 - 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications - Proceedings, 2025.
[11]
H. Zhao, M. Bengtsson and T. J. Oechtering, "A Privacy-Preserving Beamspace for Wireless Localization," in SPAWC 2025 - 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications - Proceedings, 2025.
[12]
D. Roy and J. Gross, "Causality-driven RL-based Scheduling Policies for Diverse Delay Constraints," in 2025 IEEE International Conference on Machine Learning for Communication and Networking, ICMLCN 2025, 2025.
[13]
S. Rivetti et al., "Clutter-Aware Target Detection for ISAC in a Millimeter-Wave Cell-Free Massive MIMO System," in SPAWC 2025 - 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications - Proceedings, 2025.
[14]
J. Kipen and J. Jaldén, "Brownian motion data augmentation : a method to push neural network performance on nanopore sensors," Bioinformatics, vol. 41, no. 6, 2025.
[15]
Z. Ye et al., "CA-FedRC : Codebook Adaptation via Federated Reservoir Computing in 5G NR," IEEE Transactions on Vehicular Technology, vol. 74, no. 6, pp. 9995-9999, 2025.
[16]
P. Nikolaidis et al., "A Proof of Concept Resource Management Scheme for Augmented Reality Applications in 5G Systems," in 2025 IEEE International Symposium on Dynamic Spectrum Access Networks, DySPAN 2025, 2025.
[17]
J. Jin et al., "Guest Editorial : Co-Design of Communication, Computing, and Control in Industrial Cyber-Physical Systems—Part I," IEEE Journal on Selected Areas in Communications, vol. 43, no. 9, pp. 2912-2916, 2025.
[18]
T. Wang et al., "GPT-Assisted Multi-View Multi-Label Learning for Non-Intrusive Load Monitoring With Incomplete Labels and Data," IEEE transactions on consumer electronics, 2025.
[19]
X. Xu et al., "Iterative Detection for Phase-shifter-aided Spatial Multiplexing with Superposition Coded Modulation," IEEE Transactions on Vehicular Technology, 2025.
[20]
A. Honoré, P. Appelquist and M. Xiao, "ITNet : Irregular Timeseries Data Fusion with Attention Mechanisms," in Proceedings of the 2025 28th International Conference on Information Fusion, FUSION 2025, 2025.
[21]
M. Jiang et al., "ACSNet : A Deep Neural Network for Compound GNSS Jamming Signal Classification," IEEE Transactions on Cognitive Communications and Networking, 2025.
[22]
A. Zamani et al., "Information-Theoretic Fairness with A Bounded Statistical Parity Constraint," in 2025 23rd International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2025, 2025.
[23]
J. Kipen, "Algorithms and machine learning for single-molecule protein sequencing methods," Doctoral thesis : Kungliga Tekniska högskolan, TRITA-EECS-AVL, 2025:86, 2025.
[24]
J. Zhang et al., "Diffusion-Guided Diversity for Single Domain Generalization in Time Series Classification," in KDD 2025 : Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, 2025, pp. 3764-3773.
[25]
H. Li et al., "Joint User Association and Beamforming Design for ISAC Networks With Large Language Models," IEEE Open Journal of the Communications Society, 2025.
[26]
C. Li, M. Xiao and M. Skoglund, "Communication-Efficient Semi-Decentralized Federated Learning in the Presence of Stragglers," IEEE Transactions on Communications, pp. 1-1, 2025.
[27]
Y. Zhang et al., "Industrial Composites Fiber Orientation Measurement Based on Fine-Grained Margin-Aware Cylindrical Deep Hough Network," IEEE Transactions on Industrial Informatics, 2025.
[28]
V. N. Moothedath et al., "Delay Analysis of 5G HARQ in the Presence of Decoding and Feedback Latencies," (Manuscript).
[29]
D. Li et al., "FD-MVLLM: Fault diagnosis based on multimodal vibration data and large language model for bearing system," Mechanical systems and signal processing, vol. 239, 2025.
[30]
J. Helleberg et al., "Beyond labels : determining the true type of blood gas samples in ICU patients through supervised machine learning," BMC Medical Informatics and Decision Making, vol. 25, no. 1, 2025.
[31]
O. Friman et al., "Accuracy of Glucose Trends by Subcutaneous Continuous Monitoring vs Intermittent Arterial Measurements in Critically Ill Patients," Journal of Diabetes Science and Technology, 2025.
[32]
T. Li et al., "Fusing model-based and data-driven prognostic methods for real-time model updating," Mechanical systems and signal processing, vol. 238, 2025.
[33]
C. Yang, S. Chatterjee and T. J. Oechtering, "Enhancing Network Calibration for Low-Cost Gas Sensor Networks Through Adaptive Similarity Search," in 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025, Hyderabad, India, April 6-11, 2025, 2025.
[34]
L. Zhang et al., "How Large AI Model Empowers Time-Series Forecasting for the Operation and Maintenance of Industrial Automation System?," IEEE Transactions on Industrial Informatics, 2025.
[35]
L. Liu et al., "Distributed Collaborative Computing for Task Completion Rate Maximization in Vehicular Edge Computing," IEEE Transactions on Intelligent Transportation Systems, 2025.
[36]
H. Qin et al., "BiGSM : Bayesian inference of gene regulatory network via sparse modelling," Bioinformatics, vol. 41, no. 6, 2025.
[37]
A. P. Beherae et al., "Exploring the Boundaries of On-Device Inference : When Tiny Falls Short, Go Hierarchical," IEEE Internet of Things Journal, 2025.
[38]
H. Ko, S. Seo and S. Pack, "Dynamic Split Computing Framework for Multi-Task Learning Models: A Deep Reinforcement Learning Approach," IEEE Access, 2025.
[39]
X. Li et al., "A Recursive Puncturing Method for PAC Codes Based on the Partial Order," IEEE Communications Letters, vol. 29, no. 5, pp. 978-982, 2025.
[40]
K. Ma et al., "A Multi-UAV Network Formation Scheme via Integrated Localization and Motion Planning," IEEE Transactions on Network Science and Engineering, vol. 12, no. 3, pp. 1552-1566, 2025.
[41]
Q. Li et al., "A Multi-Task Learning-Based Approach for Power System Short-Term Voltage Stability Assessment With Missing PMU Data," IEEE Transactions on Automation Science and Engineering, vol. 22, pp. 13187-13197, 2025.
[42]
Q. Li et al., "Enhancing Trustworthiness of Data-Driven Power System Dynamic Security Assessment via Hybrid Credibility Learning," IEEE Transactions on Power Systems, vol. 40, no. 3, pp. 2791-2794, 2025.
[43]
S. Dutta, D. Roy and G. Das, "Desynchronized Wake-Up Algorithm for Energy Efficient EPON-Based 5G Backhaul," Journal of Lightwave Technology, vol. 43, no. 10, pp. 4516-4529, 2025.
[44]
A. Shivhare, A. P. Beherae and M. Kumar, "Intensity Based Event Detection in Sensor Based IoT," IEEE Transactions on Network Science and Engineering, pp. 1-12, 2025.
[45]
M. Zhan et al., "Joint Error Detection and Correction for Safety Communication: Reducing the Alarm Rate of Transmitted Safety Messages," IEEE Industrial Electronics Magazine, vol. 19, no. 1, pp. 46-53, 2025.
[46]
M. Lenninger and A. Kumar, "How sub-optimal are the neural representations : show me your null model," Journal of Neurophysiology, vol. 133, no. 4, pp. 1083-1085, 2025.
[47]
T. U. Islam et al., "Design and implementation of ARA wireless living lab for rural broadband and applications," Computer Networks, vol. 263, 2025.
[48]
S. Weng et al., "Coded Cooperative Networks for Semi-Decentralized Federated Learning," IEEE Wireless Communications Letters, vol. 14, no. 3, pp. 626-630, 2025.
[49]
Y. Gao et al., "Fairness-Aware Multi-Server Federated Learning Task Delegation Over Wireless Networks," IEEE Transactions on Network Science and Engineering, vol. 12, no. 2, pp. 684-697, 2025.
[50]
Y. Xiao et al., "Guest Editorial : Integrated Ground-Air-Space Wireless Networks for 6G Mobile-Part II," IEEE Journal on Selected Areas in Communications, vol. 43, no. 1, pp. 1-4, 2025.
Full list in the KTH publications portal