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Professor Qiang Ni

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  1. 2025
  2. Published

    A NOMA-Enhanced 2-Step RACH Procedure for Low-Latency Access in 5G Networks

    Nie, D., Yu, W., Foh, C. H. & Ni, Q., 31/05/2025, In: IEEE Internet of Things Journal. 12, 9, p. 11568 11580 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Novel Frequency-Efficient Communication-Positioning Integrated Signal and Ranging Methodology for Future Aviation

    Song, T., Yin, L., Zhu, D., Sun, Y. & Ni, Q., 31/05/2025, In: IEEE Wireless Communications Letters. 14, 5, p. 1561-1565 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. E-pub ahead of print

    STAR-RIS Enabled ISAC Systems With RSMA: Joint Rate Splitting and Beamforming Optimization

    Liu, Y., Zhang, R., Jiang, R., Zhu, Y., Hu, H., Ni, Q., Fei, Z. & Niyato, D., 4/04/2025, (E-pub ahead of print) In: IEEE Transactions on Cognitive Communications and Networking.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. E-pub ahead of print

    Joint Resource Allocation and Beamforming Design for BD-RIS-Assisted Wireless-Powered Cooperative Mobile Edge Computing

    Qin, X., Yu, W., Ni, Q., Song, Z., Hou, T. & Sun, X., 19/03/2025, (E-pub ahead of print) In: IEEE Communications Letters.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. E-pub ahead of print

    Socially-Inspired Semantic Communication Codec Updating for NTN-Enabled Intelligent Transportation Systems

    Zheng, G., Ni, Q., Navaie, K. & Zarakovitis, C., 10/03/2025, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    DCACA: Dual-Model Consensus-Based Anti-Risk Confidence Allocation Trust Management in IoVs

    Cheong, C., Song, Y., Cao, Y., Zhang, Y., Wang, H. & Ni, Q., 15/01/2025, In: IEEE Internet of Things Journal. 12, 2, p. 1890-1906 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. 2024
  9. Published

    Energy-Efficient Semantic Communication for Aerial-Aided Edge Networks

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H., Kaushik, A. & Zarakovitis, C., 31/12/2024, In: IEEE Transactions on Green Communications and Networking. 8, 4, p. 1742-1751 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Quantum Face Recognition with Multi-Gate Quantum Convolutional Neural Network

    Zhu, Y., Bouridane, A., Celebi, M. E., Konar, D., Angelov, P., Ni, Q. & Jiang, R., 31/12/2024, In: IEEE Transactions on Artificial Intelligence. 5, 12, p. 6330-6341 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. E-pub ahead of print

    Communication and Control Co-Design in 6G: Sequential Decision-Making with LLMs

    Chen, X., Wu, C., Shen, Y., Ji, Y., Yoshinaga, T., Ni, Q., Zarakovitis, C. C. & Zhang, H., 23/12/2024, (E-pub ahead of print) In: IEEE Network.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Forthcoming

    Robust Knowledge Distillation in Federated Learning: Counteracting Backdoor Attacks

    Alharbi, E., Soriano Marcolino, L., Ni, Q. & Gouglidis, A., 12/12/2024, (Accepted/In press) Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning (SaTML). IEEE, 14 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  13. Published

    BCDM: An Early-Stage DDoS Incident Monitoring Mechanism Based on Binary-CNN in IPv6 Network

    Wang, Y., Wang, X., Ni, Q., Yu, W. & Huang, M., 31/10/2024, In: IEEE Transactions on Network and Service Management. 21, 5, p. 5873-5887 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. E-pub ahead of print

    Privacy-Aware Anomaly Detection and Notification Enhancement for VANET Based on Collaborative Intrusion Detection System

    Zheng, G., Ni, Q. & Lu, Y., 24/10/2024, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. 25, 12, p. 21172 - 21182 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. E-pub ahead of print

    SFOM-DT: A Secure and Fair One-to-Many Data Trading Scheme Based on Blockchain

    Xiong, S., Chen, P., Ge, S. & Ni, Q., 7/10/2024, (E-pub ahead of print) In: IEEE Transactions on Information Forensics and Security.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Intelligent covert communication

    Zan, L., Tafazolli, R., Pei, X., Jiangbo, S., Shihao, Y. & Qiang, N., 30/09/2024, In: China Communications. 21, 9, p. iii-V 3 p.

    Research output: Contribution to Journal/Magazine › Editorial › peer-review

  17. Published

    AoI-minimal Power Adjustment in RF-EH-powered Industrial IoT Networks: A Soft Actor-Critic-Based Method

    Ge, Y., Xiong, K., Wang, Q., Ni, Q., Fan, P. & Letaief, K. B., 1/09/2024, In: IEEE Transactions on Mobile Computing. 23, 9, p. 8729 - 8741 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. E-pub ahead of print

    Multilayer Evolving Fuzzy Neural Networks with Self-Adaptive Dimensionality Compression for High-Dimensional Data Classification

    Gu, X., Ni, Q. & Shen, Q., 21/08/2024, (E-pub ahead of print) In: IEEE Transactions on Fuzzy Systems. 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. E-pub ahead of print

    Task Dependency Aware Optimal Resource Allocation for URLLC Edge Network: A Digital Twin Approach Using Finite Blocklength

    Awais, M., Pervaiz, H., Ni, Q. & Yu, W., 12/07/2024, (E-pub ahead of print) In: IEEE Transactions on Green Communications and Networking. p. 2473-2400 14 p., 10596126.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Cross-layer Framework for Energy Harvesting-LPWAN Resource Management based on Fuzzy Cognitive Maps and Adaptive Glowworm Swarm Optimization for Smart Forest

    Wang, H., Wu, Y., Ni, Q. & Liu, W., 15/05/2024, In: IEEE Sensors Journal. 24, 10, p. 17067 - 17079

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Mobility-Aware Split-Federated With Transfer Learning for Vehicular Semantic Communication Networks

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H., Min, G., Kaushik, A. & Zarakovitis, C., 15/05/2024, In: IEEE Internet of Things Journal. 11, 10, p. 17237-17248 12 p., 10.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    Multidimensional Trust Evidence Fusion and Path-Backtracking Mechanism for Trust Management in VANETs

    Lam, C. C., Song, Y., Cao, Y., Zhang, Y., Cai, B. & Ni, Q., 15/05/2024, In: IEEE Internet of Things Journal. 11, 10, p. 18619-18634 16 p., 10.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Intrusion Response Systems for the 5G Networks and Beyond: A New Joint Security-vs-QoS Optimization Approach

    Bozorgchenani, A., Zarakovitis, C. C., Chien, S. F., Ni, Q., Gouglidis, A., Mallouli, W. & Lim, H. S., 1/05/2024, In: IEEE Transactions on Network Science and Engineering. 11, 3, p. 3039-3052 14 p., 10415224.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    PoMC: An Efficient Blockchain Consensus Mechanism for Agricultural Internet of Things. An Efficient Blockchain Consensus Mechanism for the Agricultural Internet of Things

    Xiong, S., Wang, Z., Ni, Q. & Han, X., 1/05/2024, In: IEEE Internet of Things Journal. 11, 9, p. 15193-15204 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    Semantic Communication in Satellite-borne Edge Cloud Network for Computation Offloading

    Zheng, G., Ni, Q., Navaie, K. & Pervaiz, H., 1/05/2024, In: IEEE Journal on Selected Areas in Communications. 42, 5, p. 1145 - 1158 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Road Side Unit-Assisted Learning-Based Partial Task Offloading for Vehicular Edge Computing System

    Li, S., Sun, W., Ni, Q. & Sun, Y., 1/04/2024, In: IEEE Transactions on Vehicular Technology. 73, 4, p. 5546 - 5555 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Energy-Aware Resource Optimization for Improved URLLC in Multi-hop Integrated Aerial Terrestrial Networks

    Awais, M., Pervaiz, H., Jamshed, M. A., Yu, W. & Ni, Q., 31/03/2024, In: IEEE Transactions on Green Communications and Networking. 8, 1, p. 252-264 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Published

    Enhancing robustness in video recognition models: Sparse adversarial attacks and beyond

    Mu, R., Marcolino, L., Ni, Q. & Ruan, W., 31/03/2024, In: Neural Networks. 171, p. 127-143 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  29. Published

    Energy-efficient secure dynamic service migration for edge-based 3-D networks

    Zheng, G., Navaie, K., Ni, Q., Pervaiz, H. & Zarakovitis, C., 1/03/2024, In: Telecommunication Systems. 85, 3, p. 477-490 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. Published

    Intent-driven Closed-Loop Control and Management Framework for 6G Open RAN

    Zhang, J., Yang, C., Dong, R., Wang, Y., Anpalagan, A., Ni, Q. & Guizani, M., 15/02/2024, In: IEEE Internet of Things Journal. 11, 4, p. 6314-6327 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  31. Published

    New Signal and Algorithms for 5G/6G High Precision Train Positioning in Tunnel with Leaky Coaxial Cable

    Yin, L., Song, T., Ni, Q., Xiao, Q., Sun, Y. & Guo, W., 1/01/2024, In: IEEE Journal on Selected Areas in Communications. 42, 1, p. 223 - 238

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  32. 2023
  33. Published

    Novel modeling and optimization for joint Cybersecurity-vs-QoS Intrusion Detection Mechanisms in 5G networks

    Bozorgchenani, A., Zarakovitis, C. C., Chien, S. F., Ting, T. O., Ni, Q. & Mallouli, W., 31/12/2023, In: Computer Networks. 237, 110051.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  34. Published

    AoI-Minimal Online Scheduling for Wireless Powered IoT: A Lyapunov Optimization-based Approach

    Hu, H., Xiong, K., Yang, H.-C., Ni, Q., Gao, B., Fan, P. & Letaief, K. B., 1/12/2023, In: IEEE Transactions on Green Communications and Networking. 7, 4, p. 2081-2092

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. Published

    Ensuring User Privacy and Model Security via Machine Unlearning: A Review

    Tang, Y., Cai, Z., Liu, Q., Zhou, T. & Ni, Q., 29/11/2023, In: Computers, Materials and Continua. 77, 2, p. 2645-2656 12 p.

    Research output: Contribution to Journal/Magazine › Review article › peer-review

  36. Published

    A Distributed Learning Architecture for Semantic Communication in Autonomous Driving Networks for Task Offloading

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H. & Zarakovitis, C., 23/11/2023, In: IEEE Communications Magazine. 61, 11, p. 64-68 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  37. Published

    Hyper-Dense_Lung_Seg: Multimodal-Fusion-Based Modified U-Net for Lung Tumour Segmentation Using Multimodality of CT-PET Scans

    Alshmrani, G., Ni, Q. & Jiang, R., 20/11/2023, In: Diagnostics. 13, 22, 23 p., 3481.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  38. Published

    Online Service Migration in Mobile Edge with Incomplete System Information: A Deep Recurrent Actor-Critic Learning Approach

    Wang, J., Hu, J., Min, G., Ni, Q. & El-Ghazawi, T., 1/11/2023, In: IEEE Transactions on Mobile Computing. 22, 11, p. 6663-6675 13 p., 11.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  39. Published

    Digital-Twin-Enabled 6G Mobile Network Video Streaming Using Mobile Crowdsourcing

    Qi, L., Xu, X., Wu, X., Ni, Q., Yuan, Y. & Zhang, X., 31/10/2023, In: IEEE Journal on Selected Areas in Communications. 41, 10

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  40. Published

    A Computational Model for Reputation and Ensemble-Based Learning Model for Prediction of Trustworthiness in Vehicular Ad Hoc Network

    Alharthi, A., Ni, Q., Jiang, R. & Khan, M. A., 15/10/2023, In: IEEE Internet of Things Journal. 10, 20, p. 18248-18258 11 p., 20.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  41. Published

    Cluster Control and Energy Consumption Minimization for Cooperative Prediction Based Spectrum Sensing in Cognitive Radio Networks

    Nie, D., Yu, W., Ni, Q., Pervaiz, H. & Min, G., 30/09/2023, In: IEEE Transactions on Communications. 71, 9, p. 5580 - 5594 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  42. Published

    Computation Offloading for Tasks with Bound Constraints in Multi-access Edge Computing

    Li, K., Wang, X., He, Q., Ni, Q., Yang, M., Huang, M. & Dustdar, S., 30/09/2023, In: IEEE Internet of Things Journal. 10, 17, p. 15526-15536 11 p., 17.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  43. Forthcoming

    Robust Federated Learning Method against Data and Model Poisoning Attacks with Heterogeneous Data Distribution

    Alharbi, E., Soriano Marcolino, L., Gouglidis, A. & Ni, Q., 15/07/2023, (Accepted/In press) 26th European Conference on Artificial Intelligence ECAI 2023- IOS Press. 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  44. Published

    Reinforcement learning-based allocation of fog nodes for cloud-based smart grid

    Jamshed, M. A., Ismail, M., Pervaiz, H., Atat, R., Bayram, I. S. & Ni, Q., 30/06/2023, In: e-Prime - Advances in Electrical Engineering, Electronics and Energy. 4, 11 p., 100144.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  45. Published

    Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers

    Gu, X., Li, M., Shen, L., Tang, G., Ni, Q., Peng, T. & Shen, Q., 31/05/2023, In: IEEE Transactions on Fuzzy Systems. 31, 5, p. 1703-1715 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  46. Published

    Privacy Preservation for Federated Learning with Robust Aggregation in Edge Computing

    Liu, W., Xu, X., Li, D., Qi, L., Dai, F., Dou, W. & Ni, Q., 15/04/2023, In: IEEE Internet of Things Journal. 10, 8, p. 7343-7355 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  47. Published

    Filter pruning with uniqueness mechanism in the frequency domain for efficient neural networks

    Zhang, S., Gao, M., Ni, Q. & Han, J., 14/04/2023, In: Neurocomputing. 530, p. 116-124 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  48. Published

    Towards reservation-based E-mobility service via hybrid of V2V and G2V charging modes

    Liu, S., Cao, Y., Ni, Q., Xu, L., Zhu, Y. & Zhang, X., 1/04/2023, In: Energy. 268, 13 p., 126737.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  49. Published

    A Reservation-Based Vehicle-to-Vehicle Charging Service Under Constraint of Parking Duration

    Liu, S., Ni, Q., Cao, Y., Cui, J., Tian, D. & Zhuang, Y., 31/03/2023, In: IEEE Systems Journal. 17, 1, p. 176-187 12 p., 1.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  50. Published

    Efficient Matrix Polynomial Expansion Detector for Large-Scale MIMO: An Inverse-Transform-Sampling Approach

    Deng, Q., Liang, X., Ni, Q. & Wu, J., 31/03/2023, In: IEEE Systems Journal. 17, 1, p. 258-269 12 p., 1.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  51. Published

    Futuristic 6G Pervasive On-Demand Services: Integrating Space Edge Computing With Terrestrial Networks

    Lai, Z., Li, H., Wu, Q., Ni, Q., Lv, M., Li, J., Wu, J., Liu, J. & Li, Y., 31/03/2023, In: IEEE Vehicular Technology Magazine. 18, 1, p. 2-11 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  52. Published

    Artificial Intelligence-Based Image Reconstruction for Computed Tomography: A Survey

    Yan, Q., Ye, Y., Xia, J., Cai, Z., Wang, Z. & Ni, Q., 15/03/2023, In: Intelligent Automation and Soft Computing. 36, 3, p. 2545-2558 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  53. Published

    Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning

    Mu, R., Ruan, W., Soriano Marcolino, L., Jin, G. & Ni, Q., 7/02/2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. AAAI

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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