People

Professor Jianhua He

Professor
School of Computer Science and Electronic Engineering (CSEE)
Professor Jianhua He
  • Email

  • Location

    5B.529, Colchester Campus

  • Academic support hours

    My Academic Support Hours will be 2pm-3pm on Wednesday via zoom. The zoom link for this is available from my profile on my CE235 course MOODLE page. Please wait in the waiting room until I can admit you.

Profile

Biography

Dr Jianhua He’s research interests cover wireless communications, mobile networking, mobile computing, Internet of Things, edge computing, connected vehicles, autonomous driving, smart cities, computer security and blockchain, machine learning and artificial intelligence, deep learning for object detection and segmentation, data analytics, OCR, document understanding and key information extraction. He has published 170+ scientific papers in these areas in leading international conferences and journals (including Mobicom, Infocom, ICC, IEEE Tran. Wireless Communication, IEEE Trans. Intelligent Transport). These papers received 4500+ citations. He filed 16 patents with 4 granted on OCR, document understanding and knowledge graph. Dr He is currently the coordinator of the EU H2020 COSAFE project on smart connected and autonomous vehicles (2018-2023) and EU H2020 VESAFE project on 5G supported collaborative autonomous driving (2021-2023). He is the principal investigator of Horizon EU project SECOM on semantic 5G vehicle communication for connected autonomous driving (2023-2025). He is the principal investigator of Horizon EU project COVER on Cooperative and Intelligent Unmanned Aerial Vehicles for Emergency Response Applications (2023-2026). He was the principle investigator of EPSRC funded DSRC based cooperative road safety project. He was a co-investigator of several other projects, including UK Mobile VCE programme Green Radio, which is one of the first projects working on the energy efficient telecommunications in the world. He has worked extensively with industry partners, including Nokia, IDIADA, Ranplan Wireless, Dr He is a Senior IEEE Member. He is an editor for the IEEE Wireless Communications Letters, Computer journal and the Frointiers in Future Transportation. He served as editor/guest editor for Mathematical, IEEE Access on Mobile Edge Computing, IEEE Access on Millimeter-Wave Communications, Wireless Communications and Mobile Computing, and International Journal of Distributed Sensor Networks. Dr He is a Steering Committee of MobiArch 2021 and 2022, which is held in conjunction with MobiCom 2021 and 2022 respectively. He is the leading co-chair of the first IEEE workshop ICAV'21 on intelligent networks of connected autonomous driving, which is held in conjunction of ICNP'21. Dr He was a Steering Committee Member of KSII Transactions on Internet and Information Systems. Dr He was TPC Chair of MobiArch2020, General Chair of ICAIT2010, ICONI2010, TPC co-chair of ICAIT2009. He is an organizer of ICDAR’19 Competition SROIE on Scanned Receipts OCR and Information Extraction, which is one of the first competition in scanned document understanding and key information extraction. Dr He was TPC member of many major international conferences in mobile communications, computing and networking, including Globecom, ICC, LCN, ICDAR, WCNC, LCN and VTC. Dr He and his research team welcome PhD applications and post-doc/fellowship applications for research in the frontier of wireless communications, mobile networks, 5G/6G, V2X, Internet of things, connected vehicles, ADAS/autonomous driving, intelligent transport, smart cities, AI/deep learning and digital twins, document understanding and intelligence.

Qualifications

  • PhD Nanyang Technological University, (2002)

  • MEng Huazhong University of Science and Technology,

  • BEng Huazhong University of Science and Technology,

Teaching and supervision

Current teaching responsibilities

  • Computer Security (CE235)

  • MSc Project and Dissertation (CE901)

Previous supervision

Han Yang
Han Yang
Thesis title: Robust and Efficient Federated Learning Algorithms Against Adaptive Model Poisoning Attacks
Degree subject: Computer Science
Degree type: Doctor of Philosophy
Awarded date: 1/5/2024

Publications

Journal articles (102)

He, J., Tang, Z., Yang, K. and Chen, H-H., (2024). Matching 5G Connected Vehicles to Sensed Vehicles for Safe Cooperative Autonomous Driving. IEEE Network, 1-1

Wang, P., Yang, Y., Sun, W., Wang, Q., Guo, B., He, J. and Bi, Y., (2024). Federated Learning with Privacy-Preserving Incentives for Aerial Computing Networks. IEEE Transactions on Network Science and Engineering, 1-13

Yang, H., Gu, D. and He, J., (2024). A Robust and Efficient Federated Learning Algorithm Against Adaptive Model Poisoning Attacks. IEEE Internet of Things Journal, 1-1

Wang, Y., Xu, H., Feng, H., He, J., Yang, H., Li, F. and Yang, Z., (2024). Deep reinforcement learning based collision avoidance system for autonomous ships. Ocean Engineering. 292, 116527-116527

Li, X., Yang, Y., Yuan, Z., Wang, Z., Wang, Q., Xu, C., Li, L., He, J. and Zhang, L., (2024). Progression Cognition Reinforcement Learning with Prioritized Experience for Multi-Vehicle Pursuit. IEEE Transactions on Intelligent Transportation Systems, 1-14

Huang, R., Chen, Z., Zhai, G., He, J. and Chu, X., (2023). Spatial‐temporal correlation graph convolutional networks for traffic forecasting. IET Intelligent Transport Systems. 17 (7), 1380-1394

Chen, X., Leng, S. and He, J., (2023). The Upper Bounds of Cellular Vehicle-to-Vehicle Communication Latency for Platoon-based Autonomous Driving. IEEE Transactions on Intelligent Transportation Systems. 24 (7), 6874-6887

Xiong, K., Wang, Z., Leng, S. and He, J., (2023). A Digital Twin Empowered Lightweight Model Sharing Scheme for Multi-Robot Systems. IEEE Internet of Things Journal. 10 (19), 17231-17242

Huang, R., Feng, M., Chen, Z., He, J. and Chu, X., (2023). Exploring network reliability by predicting link status based on simplex neural network. Displays. 79, 102457-102457

Yang, H., Gu, D. and He, J., (2023). DeMAC: Towards detecting model poisoning attacks in federated learning system. Internet of Things. 23, 100875-100875

Xu, J., Tang, J., Zou, Y., Wen, R., Liu, W. and He, J., (2023). Sum throughput optimization of wireless powered IRS-assisted multi-user MISO system. Computer Networks. 236, 109984-109984

Chai, H., Leng, S., He, J., Zhang, K. and Cheng, B., (2022). CyberChain: Cybertwin Empowered Blockchain for Lightweight and Privacy-preserving Authentication in Internet of Vehicles. IEEE Transactions on Vehicular Technology. 71 (5), 4620-4631

Chai, H., Leng, S., Wu, F. and He, J., (2022). Secure and Efficient Blockchain-Based Knowledge Sharing for Intelligent Connected Vehicles. IEEE Transactions on Intelligent Transportation Systems. 23 (9), 14620-14631

Zhang, H., Leng, S., Wei, Y. and He, J., (2022). A Blockchain Enhanced Coexistence of Heterogeneous Networks on Unlicensed Spectrum. IEEE Transactions on Vehicular Technology. 71 (7), 7613-7624

He, J. and Liu, Z., (2022). 6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities. Proceedings of the Institute of Electrical and Electronics Engineers (IEEE). 110 (6), 712-734

Huang, R., Guan, W., Zhai, G., He, J. and Chu, X., (2022). Deep Graph Reinforcement Learning Based Intelligent Traffic Routing Control for Software-Defined Wireless Sensor Networks. Applied Sciences. 12 (4), 1951-1951

Shimaponda-Nawa, M., Kolade, O., He, J., Ding, W. and Cheng, L., (2022). Impulse Noise Mitigation by Time-Diversity Hermitian Symmetry in Hybrid Powerline and Visible Light Communication Systems. IEEE Access. 10, 95791-95803

Huang, R., Chen, Z., Zhai, G., He, J. and Chu, X., (2022). A Graph Entropy Measure From Urelement to Higher-Order Graphlets for Network Analysis. IEEE Transactions on Network Science and Engineering. 10 (2), 631-644

Huang, R., Chen, Z., He, J. and Chu, X., (2022). Dynamic Heterogeneous User Generated Contents-Driven Relation Assessment via Graph Representation Learning. Sensors. 22 (4), 1402-1402

Dong, H., Kuang, W., Xiao, F., Liu, L., Xiang, F., Wang, W. and He, J., (2022). Ultra-low-power backscatter-based software-defined radio for intelligent and simplified IoT network. Frontiers of Information Technology & Electronic Engineering. 23 (1), 19-30

Huang, R., Ma, L., He, J. and Chu, X., (2021). T-GAN: A deep learning framework for prediction of temporal complex networks with adaptive graph convolution and attention mechanism. Displays. 68, 102023-102023

Chen, X., Leng, S., He, J. and Zhou, L., (2021). Deep-Learning-Based Intelligent Intervehicle Distance Control for 6G-Enabled Cooperative Autonomous Driving. IEEE Internet of Things Journal. 8 (20), 15180-15190

He, J., Yang, K. and Chen, H-H., (2021). 6G Cellular Networks and Connected Autonomous Vehicles. IEEE Network. 35 (4), 255-261

Knowles Flanagan, S., Tang, Z., He, J. and Yusoff, I., (2021). Investigating and Modeling of Cooperative Vehicle-to-Vehicle Safety Stopping Distance. Future Internet. 13 (3), 68-68

Huang, R., Ma, L., Zhai, G., He, J., Chu, X. and Yan, H., (2020). Resilient Routing Mechanism for Wireless Sensor Networks With Deep Learning Link Reliability Prediction. IEEE Access. 8, 64857-64872

Wei, J., He, J., Zhou, Y., Chen, K., Tang, Z. and Xiong, Z., (2020). Enhanced Object Detection With Deep Convolutional Neural Networks for Advanced Driving Assistance. IEEE Transactions on Intelligent Transportation Systems. 21 (4), 1572-1583

Xu, W., Wang, S., Yan, S. and He, J., (2019). An Efficient Wideband Spectrum Sensing Algorithm for Unmanned Aerial Vehicle Communication Networks. IEEE Internet of Things Journal. 6 (2), 1768-1780

He, J., Guan, W., Guo, W., Liu, W. and Cheng, W., (2019). Analytical Evaluation of Cellular Network Uplink Communications With Higher Order Sectorization Deployments. IEEE Transactions on Vehicular Technology. 68 (12), 12179-12189

Fan, B., Leng, S., Yang, K. and He, J., (2018). Gathering Point-Aided Viral Marketing in Decentralized Mobile Social Networks. IEEE Systems Journal. 12 (2), 1566-1576

He, J., Tang, Z., Tang, Z., Chen, H-H. and Ling, C., (2018). Design and Optimization of Scheduling and Non-Orthogonal Multiple Access Algorithms With Imperfect Channel State Information. IEEE Transactions on Vehicular Technology. 67 (11), 10800-10814

He, J., Tang, Z., Fan, Z. and Zhang, J., (2018). Enhanced Collision Avoidance for Distributed LTE Vehicle to Vehicle Broadcast Communications. IEEE Communications Letters. 22 (3), 630-633

He, J., Tang, Z., Ding, Z. and Wu, D., (2018). Successive Interference Cancellation and Fractional Frequency Reuse for LTE Uplink Communications. IEEE Transactions on Vehicular Technology. 67 (11), 10528-10542

Zeng, M., Leng, S., Zhang, Y. and He, J., (2018). QoE-Aware Power Management in Vehicle-to-Grid Networks: A Matching-Theoretic Approach. IEEE Transactions on Smart Grid. 9 (4), 2468-2477

He, J., Wei, J., Chen, K., Tang, Z., Zhou, Y. and Zhang, Y., (2018). Multitier Fog Computing With Large-Scale IoT Data Analytics for Smart Cities. IEEE Internet of Things Journal. 5 (2), 677-686

Miao, Z., Chen, K., Fang, Y., He, J., Zhou, Y., Zhang, W. and Zha, H., (2017). Cost-Effective Online Trending Topic Detection and Popularity Prediction in Microblogging. ACM Transactions on Information Systems. 35 (3), 1-36

He, J. and Tang, Z., (2017). Low‐complexity user pairing and power allocation algorithm for 5G cellular network non‐orthogonal multiple access. Electronics Letters. 53 (9), 626-627

Ren, X., Zhou, Y., He, J., Chen, K., Yang, X. and Sun, J., (2017). A Convolutional Neural Network-Based Chinese Text Detection Algorithm via Text Structure Modeling. IEEE Transactions on Multimedia. 19 (3), 506-518

Chen, K., Zhou, Y. and He, J., (2017). A localization scheme for underwater wireless sensor networks. International Journal of Advanced Science and Technology. 22, 9-16

Wei, J., He, J., Chen, K., Zhou, Y. and Tang, Z., (2017). Collaborative filtering and deep learning based recommendation system for cold start items. Expert Systems with Applications. 69, 29-39

Ren, X., Zhou, Y., Huang, Z., Sun, J., Yang, X. and Chen, K., (2017). A Novel Text Structure Feature Extractor for Chinese Scene Text Detection and Recognition. IEEE Access. 5, 3193-3204

He, J., Tang, Z. and Che, Z., (2016). Fast and efficient user pairing and power allocation algorithm for non‐orthogonal multiple access in cellular networks. Electronics Letters. 52 (25), 2065-2067

Kim, SW., Pan, M., Joshi, GP., Gazi, O., He, J. and Coupechoux, M., (2016). Applications of Cognitive Radio Networks: Recent Advances and Future Directions. International Journal of Distributed Sensor Networks. 12 (1), 4964068-4964068

He, J., Cheng, W., Tang, Z., Lopez-Perez, D. and Claussen, H., (2016). Analytical Evaluation of Higher Order Sectorization, Frequency Reuse, and User Classification Methods in OFDMA Networks. IEEE Transactions on Wireless Communications. 15 (12), 8209-8222

Ilori, A., Tang, Z., He, J. and Li, Y., (2015). Throughput‐based rate adaptation algorithm for IEEE 802.11 vehicle networks. IET Networks. 4 (2), 111-118

Tang, Z., He, J., Zhang, Y. and Fan, Z., (2015). Achievable performance gain of IEEE 802.11 multi-rate link adaptation algorithm with cross-layer design. International Journal of Autonomous and Adaptive Communications Systems. 8 (1), 42-42

Zeng, M., Leng, S., Maharjan, S., Gjessing, S. and He, J., (2015). An Incentivized Auction-Based Group-Selling Approach for Demand Response Management in V2G Systems. IEEE Transactions on Industrial Informatics. 11 (6), 1554-1563

He, J., Zhang, Y., Fan, Z., Chen, H-H. and Bai, L., (2014). Wireless Machine-to-Machine Networks 2013. International Journal of Distributed Sensor Networks. 10 (3), 857139-857139

Wang, D., Chen, C., Bai, L., He, J., Jin, Y. and Li, Y., (2014). Optimal designs of collaborative relay-assisted multiuser beamforming for cellular systems. Wireless Communications and Mobile Computing. 14 (15), 1484-1499

Ma, C., He, J., Chen, H-H. and Tang, Z., (2014). Uncoordinated coexisting IEEE 802.15.4 networks for machine to machine communications. Peer-to-Peer Networking and Applications. 7 (3), 274-284

Liao, S. and He, J., (2014). Design and analysis of distributed utility maximization algorithm for multihop wireless network with inaccurate feedback. International Journal of Communication Systems. 27 (12), 4280-4299

Guan, W., He, J., Bai, L., Zhou, Y. and Li, Y., (2013). Adaptive power and rate control for QoS guarantee of DSRC based collaborative road safety applications. Information (Japan). 16 (12 A), 8381-8386

Zhou, Y., He, J., Chen, K., Tang, Z. and Li, Y., (2013). An adaptive IEEE 802.15.4 MAC layer transmission scheme for applications with heterogeneous traffic. Information (Japan). 16 (12 A), 8451-8456

Guan, W., He, J., Tang, Z. and Chen, TM., (2013). Design and Evaluation of a Framework for Cooperative and Adaptive QoS Control of DSRC Network for Road Safety Applications. International Journal of Distributed Sensor Networks. 9 (11), 946931-946931

He, J., Tang, Z., Chen, H-H. and Cheng, W., (2013). Statistical Model of OFDMA Cellular Networks Uplink Interference Using Lognormal Distribution. IEEE Wireless Communications Letters. 2 (5), 575-578

Sivridis, L. and He, J., (2013). A Cost Based Complete Partitioning Congestion Control Strategy for Multiservice OFDMA Networks. Wireless Personal Communications. 71 (4), 2965-2979

Bai, L., Chen, C., Wu, B. and He, J., (2013). Adaptive resource allocation for multicast orthogonal frequency division multiple access systems with guaranteed BER and rate. International Journal of Communication Systems. 26 (7), 912-926

Lu, L., Jiang, W., Bai, L., Chen, C., He, J., Xiang, H. and Luo, W., (2013). Spectrum redistribution for cognitive radios using discriminatory spectrum double auction. Wireless Communications and Mobile Computing. 13 (8), 774-789

Nwizege, KS. and He, J., (2012). ACARS:Adaptive Context -Aware Rate Selection for DSRC in Vehicular Networks. International Journal of Simulation Systems Science & Technology. 13 (6), 13-23

He, J., Tang, Z., Chen, H. and Wang, S., (2012). Performance analysis of ONOE protocol—an IEEE 802.11 link adaptation algorithm. International Journal of Communication Systems. 25 (7), 821-831

Hamdoun, H., Loskot, P., O’Farrell, T. and He, J., (2012). Survey and applications of standardized energy metrics to mobile networks. annals of telecommunications - annales des télécommunications. 67 (3-4), 113-123

Xu, C., (2012). Unified Model for Performance Analysis of IEEE 802.11 Ad Hoc Networks in Unsaturated Conditions. KSII Transactions on Internet and Information Systems. 6 (2), 683-701

He, J., Zhang, Y., Fan, Z., Chen, H-H. and Bai, L., (2012). Wireless Machine-to-Machine Networks. International Journal of Distributed Sensor Networks. 8 (12), 535927-535927

Guan, W., He, J., Ma, C., Tang, Z. and Li, Y., (2012). Adaptive Message Rate Control of Infrastructured DSRC Vehicle Networks for Coexisting Road Safety and Non-Safety Applications. International Journal of Distributed Sensor Networks. 8 (8), 134238-134238

Ma, C., He, J., Tang, Z., Guan, W. and Li, Y., (2012). Investigation of Uncoordinated Coexisting IEEE 802.15.4 Networks with Sleep Mode for Machine-to-Machine Communications. International Journal of Distributed Sensor Networks. 8 (7), 940302-940302

Chen, C., Bai, L., He, J., Xiang, H. and Choi, J., (2011). The throughput order of multicast traffics with physical-layer network coding in random wireless ad hoc networks. Journal of Communications and Networks. 13 (3), 214-220

Jianhua He, Wenyang Guan, Lin Bai and Kai Chen, (2011). Theoretic Analysis of IEEE 802.11 Rate Adaptation Algorithm SampleRate. IEEE Communications Letters. 15 (5), 524-526

He, J., Tang, Z., O'Farrell, T. and Chen, TM., (2011). Performance analysis of DSRC priority mechanism for road safety applications in vehicular networks. Wireless Communications and Mobile Computing. 11 (7), 980-990

Chen, C., Bai, L., Cai, K., He, J. and Xiang, H., (2010). A network coding based interference cancelation scheme for wireless ad hoc networks. Wireless Communications and Mobile Computing. 10 (8), 1017-1032

He, J., Chen, H-H., Chen, TM. and Cheng, W., (2010). Adaptive congestion control for DSRC vehicle networks. IEEE Communications Letters. 14 (2), 127-129

Zhou, Y., Qi, K-Y., Chen, J-B., Chen, K. and He, J-H., (2009). A simulation study of service differentiation for the bandwidth request scheme in fixed IEEE 802.16 network. Journal of Shanghai Jiaotong University (Science). 14 (3), 338-342

Jianhua He, Xiaoming Fu, Zuoyin Tang and Hsiao-Hwa Chen, (2009). End-to-end versus hop-by-hop state refresh in soft state signaling protocols. IEEE Communications Letters. 13 (4), 268-270

Zhou, Y., Chen, K., He, J., Guan, H., Zhang, Y. and Liang, A., (2009). Service Differentiation in OFDM-Based IEEE 802.16 Networks. EURASIP Journal on Wireless Communications and Networking. 2009 (1)

He, J., Tang, Z., Chen, H-H. and Zhang, Q., (2009). An accurate and scalable analytical model for IEEE 802.15.4 slotted CSMA/CA networks. IEEE Transactions on Wireless Communications. 8 (1), 440-448

Zhang, Y., Chen, Y., He, J., Wang, C-X. and Vasilakos, AV., (2009). Call Admission Control Algorithms in OFDM-based Wireless Multiservice Networks. Wireless Personal Communications. 50 (1), 99-114

He, J., Yang, K., Guild, K. and Chen, H-H., (2008). On bandwidth request mechanism with piggyback in fixed IEEE 802.16 networks. IEEE Transactions on Wireless Communications. 7 (12), 5238-5243

He, J., Zhang, Y., Kaleshi, D., Munro, A. and McGeehan, J., (2008). Dynamic Spectrum Access in heterogeneous unlicensed wireless networks. International Journal of Autonomous and Adaptive Communications Systems. 1 (1), 148-148

Wang, H., Yang, Y., Ma, M., He, J. and Wang, X., (2008). Network lifetime maximization with cross-layer design in wireless sensor networks. IEEE Transactions on Wireless Communications. 7 (10), 3759-3768

Jianhua He, Tang, Z., Hsiao Hwa Chen and Shu Wang, (2008). An Accurate Markov Model for Slotted CSMA/CA Algorithm in IEEE 802.15.4 Networks. IEEE Communications Letters. 12 (6), 420-422

Li, Y., (2008). Bandwidth Management of WiMAX Systems and Performance Modeling. KSII Transactions on Internet and Information Systems. 2 (2), 63-81

Jianhua He, Zuoyin Tang and Hsiao-Hwa Chen, (2008). Performance comparison of OFDM bandwidth request schemes in fixed IEEE 802.16 networks. IEEE Communications Letters. 12 (4), 283-285

Yang, K., Ou, S., Chen, H-H. and He, J., (2007). A Multihop Peer-Communication Protocol With Fairness Guarantee for IEEE 802.16-Based Vehicular Networks. IEEE Transactions on Vehicular Technology. 56 (6), 3358-3370

He, J., Yang, K., Guild, K. and Chen, H-H., (2007). Application of IEEE 802.16 Mesh Networks as the Backhaul of Multihop Cellular Networks. IEEE Communications Magazine. 45 (9), 82-90

He, J., Guild, K., Yang, K. and Chen, H-H., (2007). Modeling Contention Based Bandwidth Request Scheme for IEEE 802.16 Networks. IEEE Communications Letters. 11 (8), 689-700

Tang, Z., Glover, IA., Evans, AN. and He, J., (2007). An energy-efficient adaptive DSC scheme for wireless sensor networks. Signal Processing. 87 (12), 2896-2910

TANG, Z., GLOVER, IA., MONRO, DM. and HE, J., (2007). A Distributed Source Coding Scheme for Source Estimation in Wireless Sensor Networks. IEICE Transactions on Communications. E90-B (1), 152-155

Liu, G., Yang, Z. and He, J., (2006). Code match strategy for WCDMA code tree management. Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition). 34 (8), 23-25

Yang, Z-K., Liu, G-R. and He, J-H., (2006). New code match strategy for wideband code division multiple access code tree management. Journal of Central South University of Technology. 13 (3), 265-269

Yuan, Y., Yang, Z., He, Z. and He, J., (2006). An integrated energy aware wireless transmission system for QoS provisioning in wireless sensor network. Computer Communications. 29 (2), 162-172

Yuan, Y., Yang, Z., Chen, M. and He, J., (2006). A survey on information processing technologies in wireless sensor networks. International Journal of Ad Hoc and Ubiquitous Computing. 1 (3), 103-103

Liu, C., Yang, ZK. and He, JH., (2005). New fast generalized sphere decoding algorithm in MIMO systems. Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology. 27 (7), 1114-1117

LIU, W., (2005). Active Queue Management Algorithms in DiffServ Networks. Journal of Software. 16 (6), 1120-1120

Yong Yuan, Zongkai Yang, Jianhua He and Wenqing Chen, (2005). An adaptive code position modulation scheme for wireless sensor networks. IEEE Communications Letters. 9 (6), 481-483

YANG, Z., (2005). Adaptive Modulation Scaling Scheme for Wireless Sensor Networks. IEICE Transactions on Communications. E88-B (3), 882-889

Zhao, G., Yang, Z. and He, J., (2005). Research on MPEG-21 digital item adaptation technology. Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition). 33 (8), 65-68

Zhao, D., Yang, Z., Wang, Y. and He, J., (2005). Accumulative-based delay statistics for data synchronization algorithm wireless sensor network. Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition). 33 (7), 26-28

Yong Yuan, Zongkai Yang, Jianhua He and Wenqing Chen, (2005). An adaptive code position modulation scheme for wireless sensor networks. IEEE Communications Letters. 9 (6), 481-483

Zongkai Yang, Chao Liu and Jianhua He, (2005). A new approach for fast generalized sphere decoding in MIMO systems. IEEE Signal Processing Letters. 12 (1), 41-44

Liu, C., He, J. and Yang, Z., (2004). Capacity of the multi-antenna system of Ricean MIMO channels with optimized power allotment at transmitters. Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition). 32 (12), 13-15

Qi, B., He, J. and Yang, Z., (2004). Simulation of wireless Ad hoc routing protocols and its evaluation. Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition). 32 (8), 66-69

Tan, XS., Ma, YJ., Chen, JW., He, JH. and Yang, ZK., (2004). Performance evaluation on fault restoration in MPLS networks with m:n architecture. Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology. 26 (6), 889-895

He, J., Zheng, L., Yang, Z., Chou, CT. and Tang, Z., (2004). Analytical model for service differentiation schemes in IEEE 802.11 Wireless LAN. IEICE Transactions on Communications. E87-B (6), 1724-1729

Jianhua He, Subramanian, KR., Liren Zhang and Kai-Kuang Ma, (2001). Analysis of a full-memory multidestination ARQ protocol over broadcast links. IEEE Transactions on Communications. 49 (11), 1889-1894

Book chapters (2)

Ma, C., He, J., Chen, HH. and Tang, Z., (2014). Evaluating effectiveness of IEEE 802.15.4 networks for M2M communications. In: Machine-to-Machine Communications: Architectures, Technology, Standards, and Applications. 127- 148. 9781466561236

He, J., Xiang, J., Zhang, Y. and Tang, Z., (2009). Dynamic and Fair Spectrum Access for Autonomous Communications. In: Autonomic Computing and Networking. Springer US. 435- 453. 9780387898278

Conferences (89)

Dong, H., Wang, W. and He, J., (2023). GPSMirror: Expanding Accurate GPS Positioning to Shadowed and Indoor Regions with Backscatte

He, J., Yang, H. and Gu, D., (2023). Towards defending adaptive backdoor attacks in Federated Learning

Tang, Z., He, J. and Zheng, J., (2023). Cooperative Vehicle Identification for Safe Connected Autonomous Driving

Yan, M., Wang, Y., Xiao, X., Luo, Z., He, J. and Wang, W., (2023). Think before You Leap: Content-Aware Low-Cost Edge-Assisted Video Semantic Segmentation

Zhang, H., Leng, S., Zhao, P. and He, J., (2023). A Dynamic Consensus Scheme for Unlicensed Spectrum Sharing in Heterogeneous Networks

Yang, H., Gu, D. and He, J., (2023). Towards Unified, Practical Evaluation of Model Poisoning Attacks and Defence in Federated Learning

Xiao, X., Zhang, J., Wang, W., He, J. and Zhang, Q., (2022). DNN-Driven Compressive Offloading for Edge-Assisted Semantic Video Segmentation

Du, H., Leng, S., He, J. and Zhou, L., (2021). Digital Twin Based Trajectory Prediction for Platoons of Connected Intelligent Vehicles

Tang, Z., He, J., Flanagan, SK., Procter, P. and Cheng, L., (2021). Cooperative Connected Smart Road Infrastructure and Autonomous Vehicles for Safe Driving

Flanagan, SK., Peng, X-H., Yusoff, I. and He, J., (2020). Empirical Investigation of SDR-based DSRC Communication

Tang, Z. and He, J., (2020). NOMA Enhanced 5G Distributed Vehicle to Vehicle Communication for Connected Autonomous Vehicles

He, J., Tang, Z., Fu, X., Leng, S., Wu, F., Huang, K., Huang, J., Zhang, J., Zhang, Y., Radford, A., Li, L. and Xiong, Z., (2019). Cooperative Connected Autonomous Vehicles (CAV): Research, Applications and Challenges

Xiong, K., Leng, S., He, J., Wu, F. and Wang, Q., (2019). Recouping Efficient Safety Distance in IoV-Enhanced Transportation Systems

Huang, Z., Chen, K., He, J., Bai, X., Karatzas, D., Lu, S. and Jawahar, CV., (2019). ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction

Wei, J., Chen, K., He, J., Huang, Z., Lian, Y. and Zhou, Y., (2019). A New Approach for Integrated Recognition and Correction of Texts from Images

Knowles Flanagan, S., He, J. and Peng, X-H., (2018). Improving Emergency Collision Avoidance with Vehicle to Vehicle Communications

Ren, X., Chen, K., Yang, X., Zhou, Y., He, J. and Sun, J., (2016). A novel text structure feature extractor for Chinese scene text detection and recognition

Ren, X., Chen, K., Yang, X., Zhou, Y., He, J. and Sun, J., (2016). A novel scene text detection algorithm based on convolutional neural network

Zeng, M., Leng, S., He, J., Zhang, Y. and Qiao, G., (2016). Matching theory based travel plan aware charging algorithms in V2G smart grid networks

Wei, J., He, J., Chen, K., Zhou, Y. and Tang, Z., (2016). Collaborative Filtering and Deep Learning Based Hybrid Recommendation for Cold Start Problem

Wei, J., Chen, K., Zhou, Y., Zhou, Q. and He, J., (2016). Benchmarking of Distributed Computing Engines Spark and GraphLab for Big Data Analytics

Xu, C. and He, J., (2015). Performance analysis of IEEE 802.11 cognitive radio ad hoc networks

Ilori, A., Tang, Z., He, J., Blow, K. and Chen, H-H., (2015). A random channel access scheme for massive machine devices in LTE cellular networks

Miao, Z., Chen, K., Zhou, Y., Zha, H., He, J., Yang, X. and Zhang, W., (2015). Online trendy topics detection in microblogs with selective user monitoring under cost constraints

Ren, X., Chen, K., Yang, X., Zhou, Y., He, J. and Sun, J., (2015). A new unsupervised convolutional neural network model for Chinese scene text detection

Jiang, Y., Zhang, D., Chen, K., Zhou, Q., Zhou, Y. and He, J., (2014). An improved memory management scheme for large scale graph computing engine GraphChi

Lin, C., He, J., Zhou, Y., Yang, X., Chen, K. and Song, L., (2013). Analysis and identification of spamming behaviors in Sina Weibo microblog

Yang, M., Zhou, Y., Zhou, Q., Chen, K., He, J. and Yang, X., (2013). Observation of Matthew Effects in Sina Weibo microblogger

Chen, K., Zhou, Y., Zha, H., He, J., Shen, P. and Yang, X., (2013). Cost-effective node monitoring for online hot eventdetection in sina weibo microblogging

Harikrishnan, Y. and He, J., (2013). Clustering algorithm based on minimal path loss ratio for vehicular communication

Nwizege, KS., Jianhua He, Shedrack, M., Good, FM. and MacMammah, M., (2013). Analyze Impact of Context Information on Rate Adaptation Algorithm in Vehicular Communication

Ma, C., He, J., Chen, H-H. and Tang, Z., (2013). Coverage overlapping problems in applications of IEEE 802.15.4 wireless sensor networks

Zuoyin Tang and Jianhua He, (2013). Cramer-Rao bound analysis of location estimation in multi-hop wireless sensor networks

Nwizege, KS., He, J., Kim, KS. and Igic, P., (2013). Performance Evaluation of Adaptive Context Aware Rate Selection Algorithm (ACARS) for Road Safety Applications in Vehicular Network

Bai, L., Guan, W., Chen, C., He, J. and Wang, R., (2012). Modeling High-Speed Network Traffic with Truncated α-Stable Processes

Yi Zhou, Kai Chen, Li Song, Xiaokang Yang and Jianhua He, (2012). Feature Analysis of Spammers in Social Networks with Active Honeypots: A Case Study of Chinese Microblogging Networks

Nwizege, KS., Mmeah, S. and He, J., (2011). Optimizing Rate Algorithms in Wireless Networks

Hamdoun, H., Loskot, P., O'Farrell, T. and He, J., (2011). Practical Network Coding for Two Way Relay Channels in LTE Networks

Guan, W., He, J., Bai, L. and Tang, Z., (2011). Adaptive Rate Control of Dedicated Short Range Communications Based Vehicle Networks for Road Safety Applications

Zhou, Y., Chen, K., He, J. and Guan, H., (2011). Enhanced Slotted Aloha Protocols for Underwater Sensor Networks with Large Propagation Delay

Turyagyenda, C., O'Farrell, T., He, J. and Loskot, P., (2011). SFBC MIMO Energy Efficiency Improvements of Common Packet Schedulers for the Long Term Evolution Downlink

Wenyang Guan, Jianhua He, Lin Bai and Zuoyin Tang, (2011). Two-phases control of DSRC Vehicle networks for road intersection coexisting safety applications

Che, Z., He, J., Tang, Z., Zhou, Y. and Chen, K., (2011). An Adaptive IEEE 802.15.4 Data Transmission Scheme for Smart Grid Applications

Che, Z., He, J., Zhou, Y., Tang, Z. and Ma, C., (2011). Modeling Impact of Both Frame Collisions and Frame Corruptions on IEEE 802.15.4 Channel Access for Smart Grid Applications

Guan, W., He, J., Bai, L., Tang, Z. and Zhou, Y., (2011). QoS Guarantee with Adaptive Transmit Power and Message Rate Control for DSRC Vehicle Network Based Road Safety Applications

Guan, W., He, J., Bai, L. and Tang, Z., (2011). Adaptive congestion control of DSRC vehicle networks for collaborative road safety applications

Chen, C., Bai, L., He, J., Xiang, H. and Choi, J., (2010). On the capacity improvement of multicast throughput in wireless ad hoc networks with physical-layer network coding

Tang, Z., He, J., Zhang, Y. and Fan, Z., (2010). Investigation of a cross-layer link adaptation algorithm for IEEE 802.11n networks

Badic, B., O'Farrell, T., Loskot, P. and He, J., (2010). Effect of the Base Station Antenna Beam Tilting on Energy Consumption in Cellular Networks

He, J., Loskot, P., O’Farrell, T., Friderikos, V., Armour, S. and Thompson, J., (2010). Energy efficient architectures and techniques for Green Radio access networks

Badic, B., O'Farrrell, T., Loskot, P. and He, J., (2009). Energy Efficient Radio Access Architectures for Green Radio: Large versus Small Cell Size Deployment

He, J., Fu, X. and Tang, Z., (2009). End-to-end versus hop-by-hop soft state refresh for multi-hop signaling systems

Zhou, Y., Chen, K., He, J., Chen, J. and Liang, A., (2009). A Hierarchical Localization Scheme for Large Scale Underwater Wireless Sensor Networks

Zhou, Y., He, J., Chen, K., Chen, J. and Liang, A., (2009). An Area Localization Scheme for Large Scale Underwater Wireless Sensor Networks

Chen, K., Zhou, Y., He, J. and Tang, Z., (2008). Service Differentiation for the Bandwidth Request Scheme in Fixed IEEE 802.16 Networks

He, J., Yang, K. and Guild, K., (2008). A Dynamic Bandwidth Reservation Scheme for Hybrid IEEE 802.16 Wireless Networks

Xu, C., Liu, K., Liu, G. and He, J., (2008). Accurate Queuing Analysis of IEEE 802.11 MAC Layer

Xiang, J., Sesay, S., Wang, Y. and He, J., (2007). Ad Hoc Network State Aware Routing Protocol

Tang, Z., Glover, IA., Evans, AN. and He, J., (2007). Energy Efficient Transmission Protocol for Distributed Source Coding in Sensor Networks

He, J., Kaleshi, D., Munro, A. and McGeehan, J., (2006). Modeling Link Adaptation Algorithm for IEEE 802.11 Wireless LAN Networks

He, J., Kaleshi, D., Munro, A., Wang, Y., Doufexi, A., McGeehan, J. and Fan, Z., (2005). Performance investigation of IEEE 802.11 MAC in multihop wireless networks

Sesay, S., Yang, ZK., He, JH., Xiang, J. and Du, X., (2005). Ensuring efficiency and robustness in MANET

Le, C., He, J., Zhang, G. and Cheng, W., (2005). Investigation on probing schemes in probe-based multicast admission control

YANG, Z., (2005). An Enhanced Scalable Probe-Based Multicast Admission Control Scheme

Liu, W., Cheng, W., He, J., Le, C. and Yang, Z., (2005). An adaptive scheduling scheme for fair bandwidth allocation

Zhang, G., He, J., Ma, Y., Cheng, W. and Yang, Z., (2005). Congestion pricing by priority auction

Jianhua He, Kaleshi, D., Munro, A., Barton, M., Zuoyin Tang and Zongkai Yang, (2005). Management of Services Differentiation and Guarantee in IEEE 802.11e Wireless LANs

Jie Xiang, Jianhua He, Sesay, S. and Nan Xie, (2005). Subjective quality evaluation for voice communication over MANET

Yang, Z., Liu, Y., Zhang, G. and He, J., (2005). On loss rate measurement at receivers over wireless access links

Nadhim, AMM., Jianhua He, Jiangtao Xi and Zongkai Yang, (2005). An adaptive scalable multiuser-OFDM system for multimedia transmission over fading channels

Zongkai Yang, Yuan Yong and Jianhua He, (2004). Determining the number of nodes for wireless sensor networks

Zongkai Yang, Yong Yuan and Jianhua He, (2004). Energy aware data gathering based on adaptive modulation scaling in wireless sensor networks

Liu, W., Yang, Z., He, J. and Chou, CT., (2004). Two adaptive AQM algorithms for quantitative differentiated services

Yang, Z., Zhao, D., Cheng, W. and He, J., (2004). Prolong the lifetime of wireless sensor network with dichotomy power control

He, J., Yang, Z., Fan, Z., Tang, Z., Zhang, L. and Ma, K-K., (2004). Modeling two-windows TCP behavior in differentiated services networks

Cheng, W., Le, C., He, J. and Yang, Z., (2004). Investigation in subsequent request problem in probe-based multicast admission control scheme

Tang, Z., Glover, IA., Monro, DM. and He, J., (2004). Adaptive remote signal coding and recovery in wireless sensor networks

Yang, Z., Liu, C. and He, J., (2004). Double layer sphere decoder and its improvement in multiple-antenna systems

Nadhim, AMM., Xi, J., Yang, Z. and He, J., (2004). Image and video layering using multiplexed wavelet transform

Liu, W., Yang, Z., He, J., Le, C. and Chou, CT., (2004). Analysis and improvement on the robustness of AQM in DiffServ networks

Yang, Z., Zheng, L., He, J., Fan, Z. and Cheng, W., (2004). Quality of services support for IEEE 802.11 WLAN

Jianhua He, Lin Zheng, Zongkai Yang and Chun Tung Chou, (2003). Performance analysis and service differentiation in IEEE 802.11 WLAN

Jianhua He, Zongkai Yang, Daiqin Yang, Zuoyin Tang, Jing Hu and Chun Tung Chou, (2002). Analysis and representation of statistical performance of JPEG2000 encoded image over wireless channels

Li, C., He, J., Liu, W. and Yang, Z., (2002). Performance of TFRC for multimedia services with bandwidth guarantee

He, J., Tang, Z., Yang, Z., Cheng, W. and Chou, CT., (2002). Performance evaluation of distributed access scheme in error-prone channel

He, J., Yang, ZK., Tang, Z. and Cheng, W., (2002). Investigation of A tandem broadcast protocol for wireless communications

Wei Liu, Jianhua He, Chunhui Le, Zongkai Yang and Chun Tung Chou, (2002). Improve fairness with adaptive RIO for assured service in DiffServ networks

Zuoyin Tang, Zongkai Yang, Jianhua He and Yanwei Liu, (2002). Impact of bit errors on the performance of DCF for wireless LAN

Zheng Lin, Yang Zongkai, He Jianhua and Chun Tung Chou, (2002). A QoS provisioning framework for high-speed multimedia wireless networks

Grants and funding

2023

IFE KTP Project Application: 'To design a custom transport management system using advanced machine learning techniques and data science for process automation and accurate prediction of vessel arrival times in the context of sea freight forwarding'.

Innovate UK (formerly Technology Strategy Board)

SECOM: Semantic 5G Vehicle Communication for Safe and Robust Cooperative Autonomous Driving

European Commission

Cooperative and Intelligent Unmanned Aerial Vehicles for Emergency Response Applications

European Commission

2021

VESAFE: 5G Vehicle to Everything for Safe and Reliable Connected Autonomous Vehicles

European Commission

Contact

j.he@essex.ac.uk

Location:

5B.529, Colchester Campus

Academic support hours:

My Academic Support Hours will be 2pm-3pm on Wednesday via zoom. The zoom link for this is available from my profile on my CE235 course MOODLE page. Please wait in the waiting room until I can admit you.

More about me