Search results

• 2024

  A Cross-Scale Embedding Based Fusion Transformer for Automatic Modulation Recognition

  Zhao, C., Chen, J., Huang, X. & Wu, Z., Jan 1 2024, In: IEEE Communications Letters. 28, 1, p. 68-72 5 p.

  Research output: Contribution to journal › Article › peer-review

• A Reliable and Energy Efficient Superposition Modulation and SVD-Aided Detection Based Multiuser OFDM-DCSK Paired Transceiver for IoT Devices

  Zheng, J., Liu, Z., Zhang, L., Huang, J., Xiao, J., Zhuang, H., Wu, Z. & Liu, X., Mar 1 2024, In: IEEE Transactions on Communications. 72, 3, p. 1444-1456 13 p.

  Research output: Contribution to journal › Article › peer-review

• Data Augmentation Aided Automatic Modulation Recognition Using Diffusion Model

  Chen, J., Zhao, C., Huang, X. & Wu, Z., 2024, 2024 IEEE Wireless Communications and Networking Conference, WCNC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Wireless Communications and Networking Conference, WCNC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Design and Analysis of Reliable and High Data Rate Multi-Carrier DCSK Transceiver With Index Modulation and Noise Suppression

  Zheng, H., Zhang, L., Mu, Y., Zheng, J., Fang, Y. & Wu, Z., 2024, (Accepted/In press) In: IEEE Sensors Journal.

  Research output: Contribution to journal › Article › peer-review

• Intelligent FCDAE Denoiser for Reliable Decoding Over Correlated Noise Channel

  Li, Y., Lu, H., Zhang, L., Chen, J. & Wu, Z., 2024, (Accepted/In press) In: IEEE Transactions on Vehicular Technology. p. 1-5 5 p.

  Research output: Contribution to journal › Article › peer-review

• Multi-scale Attentional Temporal Memory Fusion Network For Radio Frequency Fingerprint Identification Under Low SNR

  Li, J., Zhao, C., Chen, L., Fan, X. & Wu, Z., 2024, 2024 IEEE 13th International Conference on Communications, Circuits, and Systems, ICCCAS 2024. Institute of Electrical and Electronics Engineers Inc., p. 524-530 7 p. (2024 IEEE 13th International Conference on Communications, Circuits, and Systems, ICCCAS 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Self-Supervised Hyperspectral Anomaly Detection Based on Finite Spatialwise Attention

  Wang, Z., Ma, D., Yue, G., Li, B., Cong, R. & Wu, Z., 2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1-18 18 p., 5502918.

  Research output: Contribution to journal › Article › peer-review

• Signal Detection and Spectrum Sensing Using Random Matrix Theory in Massive MIMO Systems

  Li, L., Wu, Z. Q. & Anderson, A. L., 2024, 2024 IEEE International Conference on Communications Workshops, ICC Workshops 2024. Valenti, M., Reed, D. & Torres, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1579-1585 7 p. (2024 IEEE International Conference on Communications Workshops, ICC Workshops 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• UC-NERF: NEURAL RADIANCE FIELD FOR UNDER-CALIBRATED MULTI-VIEW CAMERAS IN AUTONOMOUS DRIVING

  Cheng, K., Long, X., Yin, W., Wang, J., Wu, Z., Ma, Y., Wang, K., Chen, X. & Chen, X., 2024.

  Research output: Contribution to conference › Paper › peer-review

• Video Anomaly Detection Framework Based on Motion Consistency

  Zhao, C., Li, X., Gao, C. & Wu, Z., 2024, Proceedings of the 2024 27th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2024. Shen, W., Shen, W., Barthes, J.-P., Luo, J., Qiu, T., Zhou, X., Zhang, J., Zhu, H., Peng, K., Xu, T. & Chen, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 802-807 6 p. (Proceedings of the 2024 27th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2023

  A Reliable and Intelligent Deep Learning Based Demodulator for M-Ary Code Shifted Differential Chaos Shift Keying System with Power Allocation

  Zheng, H., Zhang, L., Dong, Z., Zhuang, H., Wu, Z., Wang, L. & Xu, W., Sep 1 2023, In: IEEE Transactions on Vehicular Technology. 72, 9, p. 11714-11726 13 p.

  Research output: Contribution to journal › Article › peer-review

• A Video Anomaly Detection Framework Based on Appearance-Motion Semantics Representation Consistency

  Huang, X., Zhao, C. & Wu, Z., 2023, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

• Blockchain-Based Key Management and Authentication Scheme for IoT Networks with Chaotic Scrambling

  Zheng, J., Zhang, L., Feng, Y. & Wu, Z., Jan 1 2023, In: IEEE Transactions on Network Science and Engineering. 10, 1, p. 178-188 11 p.

  Research output: Contribution to journal › Article › peer-review

• Covert Waveform for Dual-Function Radar Communication System

  Wang, Q., Fu, G., Chen, P., Wu, Z. & Wang, Z., 2023, (Accepted/In press) In: IEEE Communications Letters. p. 1 1 p.

  Research output: Contribution to journal › Article › peer-review

• Hash Function and Lightweight Encryption Aided Authentication Design for Radio Frequency Watermarking Systems

  Zhang, L., Zhang, Z., Wu, C., Zheng, J. & Wu, Z., 2023, 2023 IEEE 97th Vehicular Technology Conference, VTC 2023-Spring - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Lightweight Image Dehazing Algorithm Based on Detail Feature Enhancement

  Gao, C., Chen, L., Zhao, C., Huang, X. & Wu, Z., 2023, Proceedings of the 2023 26th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2023. Institute of Electrical and Electronics Engineers Inc., p. 1538-1543 6 p. (Proceedings of the 2023 26th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Multi-Level Memory-Augmented Appearance-Motion Correspondence Framework for Video Anomaly Detection

  Huang, X., Zhao, C., Yu, J., Gao, C. & Wu, Z., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE Computer Society, p. 2717-2722 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

• Normalized Min-Sum Neural Network for LDPC Decoding

  Wang, Q., Liu, Q., Wang, S., Chen, L., Fang, H., Chen, L., Guo, Y. & Wu, Z., Feb 1 2023, In: IEEE Transactions on Cognitive Communications and Networking. 9, 1, p. 70-81 12 p.

  Research output: Contribution to journal › Article › peer-review

• Statistical Feature Aided Intelligent Deep Learning Machine Translation in Internet of Things

  Zhang, Y., Zhang, L., Lan, P., Li, W., Yang, D. & Wu, Z., Feb 2023, In: Mobile Networks and Applications. 28, 1, p. 325-333 9 p.

  Research output: Contribution to journal › Article › peer-review

• Synthetic Pseudo Anomalies for Unsupervised Video Anomaly Detection: A Simple Yet Efficient Framework Based on Masked Autoencoder

  Huang, X., Zhao, C., Gao, C., Chen, L. & Wu, Z., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access
• 2022

  A cloud-based deep learning model in heterogeneous data integration system for lung cancer detection in medical industry 4.0

  Gu, C., Dai, C., Shi, X., Wu, Z. & Chen, C., Nov 2022, In: Journal of Industrial Information Integration. 30, 100386.

  Research output: Contribution to journal › Article › peer-review

• An Intelligent Detection Based on Deep Learning for Multilevel Code Shifted Differential Chaos Shift Keying System with M-ary Modulation

  Zhang, H., Zhang, L., Cheng, J., Jiang, Y. & Wu, Z., Mar 1 2022, In: IEEE Transactions on Cognitive Communications and Networking. 8, 1, p. 155-169 15 p.

  Research output: Contribution to journal › Article › peer-review

• An OFDM-Based Pre-Coded Chaos Shift Keying Transceiver for reliable V2V Transmission

  Chen, Z., Zhang, L., Zhang, J., Wu, Z. & Luobu, D., Jun 1 2022, In: IEEE Transactions on Vehicular Technology. 71, 6, p. 6710-6715 6 p.

  Research output: Contribution to journal › Article › peer-review

• A Pre-Coded Multi-Carrier M-Ary Chaotic Vector Cyclic Shift Keying Transceiver for Reliable Communications

  Chen, Z., Zhang, L., Wang, W. & Wu, Z., Feb 1 2022, In: IEEE Transactions on Wireless Communications. 21, 2, p. 1007-1021 15 p.

  Research output: Contribution to journal › Article › peer-review

• A Residual CNN-Based Denoiser for Reliable Recovery of Bit Stream With Applications to Soft Channel Decoding

  Yang, X., Zhang, L., Feng, Y. & Wu, Z., Dec 1 2022, In: IEEE Transactions on Cognitive Communications and Networking. 8, 4, p. 1677-1688 12 p.

  Research output: Contribution to journal › Article › peer-review

• A Symmetric Matrix-Aided MIMO to Improve Reliability for Maritime Visible Light Communications

  Zhang, Y., Feng, Y., Zhang, L. & Wu, Z., Oct 2022, In: Electronics (Switzerland). 11, 19, 3019.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• A Wiener Filter Denoising Based Intelligent Modulation Recognition System

  Lei, J., Zhou, J., Jian, Z., Liu, H., Zhang, L., Feng, Y. & Wu, Z., 2022, 2022 IEEE/CIC International Conference on Communications in China, ICCC 2022. Institute of Electrical and Electronics Engineers Inc., p. 88-93 6 p. (2022 IEEE/CIC International Conference on Communications in China, ICCC 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Congestive heart failure detection based on attention mechanism-enabled bi-directional long short-term memory model in the internet of medical things

  Shi, X., Zhang, X., Zhuang, F., Lu, Y., Liang, F., Zhao, N., Wang, X., Li, Y., Cai, Z., Wu, Z., Shen, L. & He, B., Nov 2022, In: Journal of Industrial Information Integration. 30, 100402.

  Research output: Contribution to journal › Article › peer-review

• Demonstrating Frequency Hopping Aided OFDM-DCSK and Low-rank Approximation of Matrices Based Transmissions via USRP

  Mu, Y., Chen, Z., Zhang, L., Feng, Y. & Wu, Z., 2022, 2022 IEEE/CIC International Conference on Communications in China, ICCC 2022. Institute of Electrical and Electronics Engineers Inc., p. 65-70 6 p. (2022 IEEE/CIC International Conference on Communications in China, ICCC 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• On the application of artificial intelligence in acute myeloid leukemia therapy

  Meng, J., Zhong, R., Wu, Z. & Dong, M., Aug 2022, In: Advances in Nano Research. 13, 2, p. 175-186 12 p.

  Research output: Contribution to journal › Article › peer-review

• Performance Analysis of Normality Test Loss for Intelligent RSCNN Denoiser Design With Application to Channel Decoding

  Xia, J., Chen, J., Wang, Z., Yang, X., Wu, X., Zhang, L. & Wu, Z., 2022, 2022 IEEE/CIC International Conference on Communications in China, ICCC 2022. Institute of Electrical and Electronics Engineers Inc., p. 748-753 6 p. (2022 IEEE/CIC International Conference on Communications in China, ICCC 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Reliable and Secure Deep Learning-Based OFDM-DCSK Transceiver Design Without Delivery of Reference Chaotic Sequences

  Zhang, H., Zhang, L., Jiang, Y. & Wu, Z., Aug 1 2022, In: IEEE Transactions on Vehicular Technology. 71, 8, p. 8059-8074 16 p.

  Research output: Contribution to journal › Article › peer-review

• Secure Mimo Communication System with Frequency Hopping Aided OFDM-DCSK Modulation

  Qiu, W., Yang, Y., Feng, Y., Zhang, L. & Wu, Z., Oct 2022, In: Electronics (Switzerland). 11, 19, 3029.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Ultra-Broadband Strong Electromagnetic Interference Shielding with Ferromagnetic Graphene Quartz Fabric

  Xie, Y., Liu, S., Huang, K., Chen, B., Shi, P., Chen, Z., Liu, B., Liu, K., Wu, Z., Chen, K., Qi, Y. & Liu, Z., Jul 27 2022, In: Advanced Materials. 34, 30, 2202982.

  Research output: Contribution to journal › Article › peer-review

• Unsupervised anomaly detection via dual transformation-aware embeddings

  Wang, Z., Hou, C., Ge, B., Liu, Y., Dong, Z. & Wu, Z., May 2022, In: IET Image Processing. 16, 6, p. 1657-1668 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
• 2021

  Adaptive Video Data Hiding through Cost Assignment and STCs

  Chen, Y., Wang, H., Wu, H., Wu, Z., Li, T., Malik, A. & Asad, M., May 1 2021, In: IEEE Transactions on Dependable and Secure Computing. 18, 3, p. 1320-1335 16 p., 8787890.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• A Unified Convolutional Neural Network Classifier Aided Intelligent Channel Decoder for Coexistent Heterogeneous Networks

  Yang, X., Zhang, L. & Wu, Z., Dec 1 2021, In: IEEE Systems Journal. 15, 4, p. 5630-5633 4 p.

  Research output: Contribution to journal › Article › peer-review

• Energy consumption minimization for multi-carrier NOMA visible light communication downlinks

  Fang, F., Zhang, L., Wu, Z. & Jiang, J., Jul 28 2021, 2021 IEEE/CIC International Conference on Communications in China, ICCC 2021. Institute of Electrical and Electronics Engineers Inc., p. 876-880 5 p. (2021 IEEE/CIC International Conference on Communications in China, ICCC 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Energy Efficient Power allocation for OFDM-NOMA Visible Light Communication Systems with Statistical Channel State Information

  Zhang, L., Fang, F. & Wu, Z., Apr 14 2021, Proceedings of 2021 15th International Symposium on Medical Information and Communication Technology, ISMICT 2021. Wang, L. (ed.). IEEE Computer Society, p. 110-115 6 p. 9434931. (International Symposium on Medical Information and Communication Technology, ISMICT; vol. 2021-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Few-shot Object Detection for Plateau Wildlife Images

  Cao, H., Wu, Z., Dong, Z., Feng, F. & Xiao, W., 2021, 4th International Conference on Intelligent Robotics and Control Engineering, IRCE 2021. Institute of Electrical and Electronics Engineers Inc., p. 79-84 6 p. (4th International Conference on Intelligent Robotics and Control Engineering, IRCE 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Improved Intelligent Semantics Based Chinese Sentence Similarity Computing for Natural Language Processing in IoT

  Ye, J., Zhang, L., Lan, P., He, H., Yang, D. & Wu, Z., 2021, IoT as a Service - 6th EAI International Conference, IoTaaS 2020, Proceedings. Li, B., Li, C., Yang, M., Yan, Z. & Zheng, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 234-246 13 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 346).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Intelligent Cyclic Spectrum Features Based Modulation Recognition Design

  Lin, X., Zhang, L. & Wu, Z., May 7 2021, 2021 2nd Information Communication Technologies Conference, ICTC 2021. Institute of Electrical and Electronics Engineers Inc., p. 189-193 5 p. 9441585. (2021 2nd Information Communication Technologies Conference, ICTC 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Intelligent Denoising-Aided Deep Learning Modulation Recognition with Cyclic Spectrum Features for Higher Accuracy

  Zhang, L., Liu, H., Yang, X., Jiang, Y. & Wu, Z., Dec 1 2021, In: IEEE Transactions on Aerospace and Electronic Systems. 57, 6, p. 3749-3757 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• LSTM and ResNets Deep Learning Aided End-to-End Intelligent Communication Systems

  Zhang, H., Zhang, L., Jiang, Y. & Wu, Z., May 7 2021, 2021 2nd Information Communication Technologies Conference, ICTC 2021. Institute of Electrical and Electronics Engineers Inc., p. 156-160 5 p. 9441657. (2021 2nd Information Communication Technologies Conference, ICTC 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Reliable and Efficient Sparse Code Spreading Aided MC-DCSK Transceiver Design for Multiuser Transmissions

  Chen, Z., Zhang, L., Wu, Z., Wang, L. & Xu, W., Mar 2021, In: IEEE Transactions on Communications. 69, 3, p. 1480-1495 16 p., 9269998.

  Research output: Contribution to journal › Article › peer-review

• Reliable Low-Rank Approximation of Matrices Detection Aided Multicarrier DCSK Receiver Design

  Zhang, L., Zheng, J., Chen, B. & Wu, Z., Dec 1 2021, In: IEEE Systems Journal. 15, 4, p. 5277-5288 12 p.

  Research output: Contribution to journal › Article › peer-review

• Statistical Feature Aided Intelligent Deep Learning Machine Translation in Internet of Things

  Zhang, Y., Zhang, L., Lan, P., Li, W., Yang, D. & Wu, Z., 2021, IoT as a Service - 6th EAI International Conference, IoTaaS 2020, Proceedings. Li, B., Li, C., Yang, M., Yan, Z. & Zheng, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 247-260 14 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 346).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• UAV recognition based on micro-doppler dynamic attribute-guided augmentation algorithm

  Zhao, C., Luo, G., Wang, Y., Chen, C. & Wu, Z., Mar 2 2021, In: Remote Sensing. 13, 6, 1205.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Wiener Filter Aided Second-order Cyclostationary Feature Detection of Mixed Signals for Higher Recognition Precision

  Wu, J., Zhang, H., Zhang, L. & Wu, Z., Apr 14 2021, Proceedings of 2021 15th International Symposium on Medical Information and Communication Technology, ISMICT 2021. Wang, L. (ed.). IEEE Computer Society, p. 47-52 6 p. 9434937. (International Symposium on Medical Information and Communication Technology, ISMICT; vol. 2021-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• 基于矩阵低秩估计的可靠多载波差分混沌键控接收机

  Translated title of the contribution: Reliable Multi Carrier Differential Chaos Shift Keying Receiver Based on Low Rank Approximation of Matrices EstimationZhang, L., Chen, B. & Wu, Z., Jan 2021, In: Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology. 43, 1, p. 37-44 8 p.

  Research output: Contribution to journal › Article › peer-review