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Latest publications

Recent publications by the Division of Information Science and Engineering.

[1]
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.
[2]
Z. Lyu et al., "Pinching-antenna Systems (PASS) Aided Over-the-air Computation," IEEE Communications Letters, pp. 1-1, 2025.
[3]
V. N. Moothedath et al., "Delay Analysis of 5G HARQ in the Presence of Decoding and Feedback Latencies," (Manuscript).
[4]
S. Yang et al., "Space-Time Block Coded Spatial and Polarization Modulation: System Design and Performance Analysis," IEEE Transactions on Communications, pp. 1-1, 2025.
[5]
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.
[6]
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.
[7]
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.
[8]
S. Mao et al., "RIS-enhanced Semantic-aware Sensing, Communication, Computation and Control for Internet of Things," IEEE Transactions on Wireless Communications, 2025.
[9]
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.
[10]
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.
[11]
J. He et al., "Straggler-Resilient Asynchronous ADMM for Distributed Consensus Optimization," IEEE Transactions on Signal Processing, vol. 73, pp. 2496-2510, 2025.
[12]
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.
[13]
C. Ren et al., "QFEVAL : Quantum Federated Ensembled Variational Adaptive Learning for Dynamic Security Assessment in Cyber-Physical Systems," IEEE Journal on Selected Areas in Communications, 2025.
[14]
L. Liu et al., "Distributed Collaborative Computing for Task Completion Rate Maximization in Vehicular Edge Computing," IEEE Transactions on Intelligent Transportation Systems, 2025.
[15]
T. Fan, C. Ren and Q. Yang, "Ten Challenging Problems in Federated Foundation Models," IEEE Transactions on Knowledge and Data Engineering, vol. 37, no. 7, pp. 4314-4337, 2025.
[16]
H. Qin et al., "BiGSM : Bayesian inference of gene regulatory network via sparse modelling," Bioinformatics, vol. 41, no. 6, 2025.
[17]
Y. Gao et al., "Learner Referral for Cost-Effective Federated Learning over Hierarchical IoT Networks," IEEE Transactions on Cognitive Communications and Networking, vol. 11, no. 3, pp. 1830-1844, 2025.
[18]
A. P. Beherae et al., "Exploring the Boundaries of On-Device Inference : When Tiny Falls Short, Go Hierarchical," IEEE Internet of Things Journal, 2025.
[19]
H. Ko, S. Seo and S. Pack, "Dynamic Split Computing Framework for Multi-Task Learning Models: A Deep Reinforcement Learning Approach," IEEE Access, 2025.
[20]
S. Mostafavi et al., "Predictability of Performance in Communication Networks Under Markovian Dynamics," IEEE Transactions on Vehicular Technology, 2025.
[21]
T. Ma et al., "Sensing-Resistance-Oriented Design for Privacy-Concerned Secure Transmission in ISAC Scenarios," IEEE Transactions on Wireless Communications, 2025.
[22]
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.
[23]
Y. Chen et al., "On Strong Secrecy for Multiple Access Channels With States and Causal CSI," IEEE Transactions on Information Theory, vol. 71, no. 4, pp. 3070-3099, 2025.
[24]
C. Ren et al., "Toward Quantum Federated Learning," IEEE Transactions on Neural Networks and Learning Systems, 2025.
[25]
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.
[26]
P. Zivuku et al., "Geographical Fairness in Multi-RIS-Assisted Networks in Smart Cities : A Robust Design," IEEE Transactions on Communications, pp. 1-1, 2025.
[27]
C. Li, M. Xiao and M. Skoglund, "Sign-Based Distributed Learning with Byzantine Resilience based on Audit Mechanism," IEEE Transactions on Information Forensics and Security, 2025.
[28]
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.
[29]
M. Bandali et al., "ML-Based Fault Management Automation in Large-Scale Fixed and Mobile Telecommunication Networks," IEEE Transactions on Network and Service Management, vol. 22, no. 2, pp. 1775-1787, 2025.
[30]
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.
[31]
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.
[32]
N. Roy et al., "Quality of Control Based Resource Dimensioning for Collaborative Edge Robotics," in 2025 IEEE 22nd Consumer Communications and Networking Conference, CCNC 2025, 2025.
[33]
T. Li et al., "Online inverse solution for deep learning-based prognostics," in Structural Health Monitoring - The 10th Asia-Pacific Workshop on Structural Health Monitoring, 10APWSHM 2024, 2025, pp. 119-126.
[34]
F. Ma et al., "STEP : A structured prompt optimization method for SCADA system tag generation using LLMs," Journal of Industrial Information Integration, vol. 45, 2025.
[35]
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.
[36]
S. S. Mostafavi, "Predictability, Prediction, and Control of Latency in 5G and Beyond : From Theoretical to Data-Driven Approaches," Doctoral thesis Stockholm : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2025:54, 2025.
[37]
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.
[38]
L. Grosse, "Mechanisms and Methods in the Pointwise Maximal Leakage Framework," Licentiate thesis Stockholm : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2025:60, 2025.
[39]
Y. Zhou et al., "Physical Layer Authentication for UAV Communications Under Rayleigh and Rician Channels," IEEE Transactions on Wireless Communications, vol. 24, no. 4, pp. 2722-2733, 2025.
[40]
H. Li et al., "Large Language Model Based Multi-Objective Optimization for Integrated Sensing and Communications in UAV Networks," IEEE Wireless Communications Letters, vol. 14, no. 4, pp. 979-983, 2025.
[41]
M. Lenninger, "Stimulus representation in single neurons and neuronal populations : Role of tuning shapes on minimal decoding times, and input-output functions under in-vivo-like inputs," Doctoral thesis Stockholm : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2025:45, 2025.
[42]
S. Saeidian et al., "Rethinking disclosure prevention with pointwise maximal leakage," Journal of Privacy and Confidentiality, vol. 15, no. 1, 2025.
[43]
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.
[44]
T. U. Islam et al., "Design and implementation of ARA wireless living lab for rural broadband and applications," Computer Networks, vol. 263, 2025.
[45]
S. Weng et al., "Coded Cooperative Networks for Semi-Decentralized Federated Learning," IEEE Wireless Communications Letters, vol. 14, no. 3, pp. 626-630, 2025.
[46]
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.
[47]
P. Grau-Jurado et al., "Medications and cognitive decline in Alzheimer's disease: Cohort cluster analysis of 15,428 patients," Journal of Alzheimer's Disease, vol. 103, no. 3, pp. 931-940, 2025.
[48]
Z. Qin et al., "Optimizing Distribution and Feedback for Short LT Codes With Reinforcement Learning," IEEE Transactions on Communications, vol. 73, no. 2, pp. 1169-1185, 2025.
[49]
S. Imtiaz, "Machine Learning Based Resource Allocation for Future Wireless Networks," Doctoral thesis Stockholm, Sweden : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2025:18, 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