Contact Professor Weisi Guo
- Tel: +44 (0) 1234 758304
- Email: Weisi.Guo@cranfield.ac.uk
- Twitter: @WeisiG
- ORCID
- Google Scholar
- ResearchGate
Areas of expertise
- Autonomous Systems
- Communications Systems
- Defence Info Systems
- Safety, Resilience, Risk & Reliability
- Systems Engineering
Background
Professor Guo is the Head of Centre for Assured & Connected Autonomy. He is the Head of Human Machine Intelligence Group at Cranfield.
He obtained his MEng, MA, and PhD degrees from the University of Cambridge. Since 2012, he has built an award-winning team at the University of Warwick (2012-19) and then Cranfield (2019-now). His research group has won the IET Innovation Award winner (2015) and been a runner-up in the Bell Labs Prize three times (2014, 2017, 2019).
He has been PI on £8.2m and investigator on over £35m of research funding, and was a Turing Fellow at the Alan Turing Institute. He has published 160+ journal papers (total IF 860+) and 100+ IEEE/ACM conference papers, with over 7000 citations (h-index 42). This includes a Nature, Nature Communications, Nature Machine Intelligence, Nature Comp.Sci., and several cover issues in Royal Society, Nature Publishing Group, and IEEE journals. He currently serves as editor on several IEEE & Royal Society journals, and is a Full Member of the EPSRC peer-review college, as well as reviewing for UKRI FLF, ESRC, MRC, Royal Society, and Leverhulme.
Research opportunities
As human society is becoming increasingly inter-connected, human and machine intelligence is more closely interfaced than ever. Our networked society faces serious challenges from the human and natural world. My expertise is in connected intelligence, linking: data science, communication systems, and machine learning. My research designs data-driven solutions for socio-cyber-physical ecosystems. In particular, I am interested in how AI and information systems can be designed for specific challenging environments or tasks, whilst integrating human domain knowledge.
Current activities
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EPSRC CHEDDAR: Communications Hub For Empowering Distributed ClouD Computing Applications And Research
(EP/X040518/1) (EP/Y037421/1)
CI (PI for host) Total: £3+8.5m 2023-26 Link-Hub Link-TMF Project [Active]
J. McCann (Coordinator), W. Guo (Cranfield lead), M. Imran (Glasgow lead), S. Zaidi (Leeds lead), H. Sun (Durham lead), P. Yadav (York lead), 20 other CIs .
Key Papers: [ORAN Network Stability, IEEE Globecom] [LLM-driven 6G Specification]
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EPSRC TAS-S: Trustworthy Autonomous Systems: Security (EP/V026763/1)
CI (PI for host) £1.2m (Total: £3m) 2020-24 Link Project
N. Suri (Coordinator, Strand 1 Lead), W. Guo (Co-Director, Strand 2 Lead), C. May-Chahal (Co-Director, Strand 3 Lead),
P. Angelov, A. Tsourdos, G. Inalhan, D. Hutchison, V. Giotsas, C. Easton, J. Deville, L. Dorn
Key Papers: [Control Layer Security, IEEE VTM] [Adversarial IRS, IEEE T-IFS] [Low Shot Learning, Neural C&A]
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EPSRC MACRO - Mobility as a service: MAnaging Cybersecurity Risks across Consumers, Organisations and Sectors (EP/V039164/1)
CI (WP lead) £122k (Total: £550k) 2021-24 Link
N. Ozkan (Coordinator), S. Li (PI for Kent), W. Guo, C. Long, A. Zagorecki
Key Papers: [Spoofing MA-DRL, IEEE T-DSC] [Private Federated DRL, IEEE T-ITS] [Fair DRL, Neural C&A]
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EPSRC (iCASE with Thales UK) PhD Studentship: Human-Drones Teaming for Autonomous Rescue with Fast Reinforcement Learning (EP/X52475X/1) (2788094)
Supervisor 2022-27 Link [Active]
W. Guo (supervisor), D. Panagopoulos (student)
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EC Horizon SAPHIR-READY - Obtain flight mission readiness, enabling rapid intervention for healthcare and critical infrastructure, leveraging all value chain actors and U-Space services (101114855)
CI (Total: €9.2m) 2023-26 Link [Active]
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DSTL (DASA) Cognitive Multimodal Interface for Human Situation Awareness Augmentation (ACC6042032)
CI £295k 2023-25 [Active]
Y. Xing (PI), A. Tsourdos (CI), W. Guo (CI)
Clients
- BAE Systems PLC
- Leonardo S.p.A
- Saab UK Ltd (BlueBear)
- Thales SA
- Engineering and Physical Sciences Research Council
Publications
Articles In Journals
- Perrusquía A & Guo W. (2025). Drone’s objective inference using policy error inverse reinforcement learning. IEEE Transactions on Neural Networks and Learning Systems, 36(1)
- Zhang Z, Liu C, Qu W, Zhao Z & Guo W. (2025). PRobust: a percolation-based robustness optimization model for underwater acoustic sensor networks. IEEE Transactions on Network and Service Management, 22(1)
- Perrusquía A & Guo W. (2025). Uncovering reward goals in distributed drone swarms using physics-informed multiagent inverse reinforcement learning. IEEE Transactions on Cybernetics, 55(1)
- Sonntag V, Perrusquía A, Tsourdos A & Guo W. (2025). A COLREGs compliance reinforcement learning approach for USV manoeuvring in track-following and collision avoidance problems. Ocean Engineering, 316
- Wang L, Wei Z & Guo W. (2025). Multi-agent deep reinforcement learning-based key generation for graph layer security. ACM Transactions on Privacy and Security, 28(2)
- Wei Z, Hu W, Zhang J, Guo W & McCann J. (2025). Explainable adversarial learning framework on physical layer key generation combating malicious reconfigurable intelligent surface. IEEE Transactions on Wireless Communications, ahead-of-print(ahead-of-print)
- Tang Y & Guo W. (2025). Automatic Retrieval-Augmented Generation of 6G Network Specifications for Use Cases. IEEE Communications Magazine, 63(4)
- Jin B, Zou M, Wei Z & Guo W. (2025). How to find opinion leader on the online social network?. Applied Intelligence, 55(7)
- Arana-Catania M, Sonee A, Khan A-M, Fatehi K, Tang Y, .... (2025). Explainable Reinforcement and Causal Learning for Improving Trust to 6G Stakeholders. IEEE Open Journal of the Communications Society, 6(99)
- Li C, Tsourdos A & Guo W. (2024). A transistor operations model for deep learning energy consumption scaling law. IEEE Transactions on Artificial Intelligence, 5(1)
- Chu K-F & Guo W. (2024). Privacy-preserving federated deep reinforcement learning for mobility-as-a-service. IEEE Transactions on Intelligent Transportation Systems, 25(2)
- Li C, Sun SC, Wei Z, Tsourdos A & Guo W. (2024). Correction to: Scarce data driven deep learning of drones via generalized data distribution space. Neural Computing and Applications, 36(1)
- Perrusquía A & Guo W. (2024). Trajectory inference of unknown linear systems based on partial states measurements. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54(4)
- Deep A, Perrusquía A, Aljaburi L, Al-Rubaye S & Guo W. (2024). A novel distributed authentication of blockchain technology integration in IoT services. IEEE Access, 12
- Bresson M, Xing Y & Guo W. (2024). Sim2Real: Generative AI to enhance photorealism through domain transfer with GAN and seven-chanel-360°-paired-images dataset. Sensors, 24(1)
- Negru SA, Geragersian P, Petrunin I & Guo W. (2024). Resilient multi-sensor UAV navigation with a hybrid federated fusion architecture. Sensors, 24(3)
- Wei Z & Guo W. (2024). Control layer security: exploiting unobservable cooperative states of autonomous systems for secret key generation. IEEE Transactions on Mobile Computing, 23(10)
- Perrusquía A, Guo W, Fraser B & Wei Z. (2024). Uncovering drone intentions using control physics informed machine learning. Communications Engineering, 3(1)
- Mazzamurro M & Guo W. (2024). Network-entropy-based morphological polycentricity in 1851-1881 England and Wales. Environment and Planning B: Urban Analytics and City Science, 51(9)
- Chu K-F & Guo W. (2024). Multi-agent reinforcement learning-based passenger spoofing attack on Mobility-as-a-Service. IEEE Transactions on Dependable and Secure Computing, 21(6)
- Perrusquía A & Guo W. (2024). Reservoir computing for drone trajectory intent prediction: a physics informed approach. IEEE Transactions on Cybernetics, 54(9)
- Zou M, Guo W & Chu K-F. (2024). Rewiring complex networks to achieve cluster synchronization using graph convolution networks with reinforcement learning. IEEE Transactions on Network Science and Engineering, 11(5)
- Kumar A, Perrusquía A, Al-Rubaye S & Guo W. (2024). Wildfire and smoke early detection for drone applications: a light-weight deep learning approach. Engineering Applications of Artificial Intelligence, 136
- Pan J, Zhao X, Guo W, Feng Y, Liu Y, .... (2024). Characterizing China's road network development from a spatial entropy perspective. Journal of Transport Geography, 116
- Chu K-F, Yuan H, Yuan J, Guo W, Balta-Ozkan N, .... (2024). A survey of artificial intelligence-related cybersecurity risks and countermeasures in Mobility-as-a-Service. IEEE Intelligent Transportation Systems Magazine, 16(6)
- Perrusquía A, Zou M & Guo W. (2024). Explainable data-driven Q-learning control for a class of discrete-time linear autonomous systems. Information Sciences, 682
- Pilgrim C, Guo W & Hills TT. (2024). The rising entropy of English in the attention economy. Communications Psychology, 2(1)
- Panda DK & Guo W. (2024). Action robust reinforcement learning for air mobility deconfliction against conflict induced spoofing. IEEE Transactions on Intelligent Transportation Systems, 25(99)
- Spaiser V, Juhola S, Constantino SM, Guo W, Watson T, .... (2024). Negative social tipping dynamics resulting from and reinforcing Earth system destabilization. Earth System Dynamics, 15(5)
- Ali AM, Perrusquía A, Guo W & Tsourdos A. (2024). Flight plan optimisation of unmanned aerial vehicles with minimised radar observability using action shaping proximal policy optimisation. Drones, 8(10)
- Perrusquía A, Wei Z & Guo W. (2024). Trajectory intent prediction of autonomous systems using dynamic mode decomposition. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54(12)
- Ricketts J, Guo W, Pelham J & Barry D. (2024). Integrating an incident dataset with a question and answering language model to assist hazard identification: comparison of an extractive and generative model. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, ahead-of-print(ahead-of-print)
- Mugabe J, Wisniewski M, Perrusquía A & Guo W. (2024). Enhancing situational awareness of helicopter pilots in unmanned aerial vehicle-congested environments using an airborne visual artificial intelligence approach. Sensors, 24(23)
- Zou M & Guo W. (2023). Local assortativity affects the synchronizability of scale-free network. IEEE Systems Journal, 17(2)
- Naik C, Sugimoto CR, Larivière V, Leng C & Guo W. (2023). Impact of geographic diversity on citation of collaborative research. Quantitative Science Studies, 4(2)
- Zou M, Zanotti Fragonara L, Qiu S & Guo W. (2023). Uncertainty quantification of multi-scale resilience in networked systems with nonlinear dynamics using arbitrary polynomial chaos. Scientific Reports, 13(1)
- Liu Y, Guo W, Longhurst PJ & Jiang Y. (2023). Shortening the standard testing time for residual biogas potential (RBP) tests using biogas yield models and substrate physicochemical characteristics. Processes, 11(2)
- Perrusquía A & Guo W. (2023). Closed-loop output error approaches for drone’s physics informed trajectory inference. IEEE Transactions on Automatic Control, 68(12)
- Perrusquía A & Guo W. (2023). Reward inference of discrete-time expert's controllers: A complementary learning approach. Information Sciences, 631(June)
- Li B, Wei Z, Wu J, Yu S, Zhang T, .... (2023). Machine learning-enabled globally guaranteed evolutionary computation. Nature Machine Intelligence, 5(4)
- Li C, Sun SC, Wei Z, Tsourdos A & Guo W. (2023). Scarce data driven deep learning of drones via generalized data distribution space. Neural Computing and Applications, 35(20)
- Wei Z, Li B & Guo W. (2023). Adversarial reconfigurable intelligent surface against physical layer key generation. IEEE Transactions on Information Forensics and Security, 18
- Lin Z, Li B, Wei Z, Huang Y, Guo W, .... (2023). Diversity-Based Non-Coherent Signal Detector for Molecular Communication via Reaction-Diffusion. IEEE Transactions on Communications, 71(5)
- Chu K-F & Guo W. (2023). Deep reinforcement learning of passenger behavior in multimodal journey planning with proportional fairness. Neural Computing and Applications, 35(27)
- Perrusquía A & Guo W. (2023). Physics informed trajectory inference of a class of nonlinear systems using a closed-loop output error technique. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53(12)
- Ricketts J, Barry D, Guo W & Pelham J. (2023). A scoping literature review of natural language processing application to safety occurrence reports. Safety, 9(2)
- Qiu S, Wei Z, Huang Y, Abbaszadeh M, Charmet J, .... (2023). Review of physical layer security in molecular internet of nano-things. IEEE Transactions on NanoBioscience, 23(1)
- Huang Y, Wen M, Lin L, Li B, Wei Z, .... (2023). Physical-layer counterattack strategies for the internet of bio-nano things with molecular communication. IEEE Internet of Things Magazine, 6(2)
- Guo W, Wei Z, Gonzalez O, Perrusquía A & Tsourdos A. (2023). Control layer security: a new security paradigm for cooperative autonomous systems. IEEE Vehicular Technology Magazine, 19(1)
- Perrusquia A & Guo W. (2023). Optimal Control of Nonlinear Systems Using Experience Inference Human-Behavior Learning. IEEE/CAA Journal of Automatica Sinica, 10(1)
- Zong Y, Dai X, Wei Z, Zou M, Guo W, .... (2022). Robust time synchronisation for industrial internet of things by H∞ output feedback control. IEEE Internet of Things Journal, 10(3)
- Li Y, Lin L, Guo W, Zhang D & Yang K. (2022). Error performance and mutual information for IoNT interface system. IEEE Internet of Things Journal, 9(12)
- Qiu S, Sav K & Guo W. (2022). Robust satellite antenna fingerprinting under degradation using recurrent neural network. Modern Physics Letters B, 36(12)
- Wei Z, Guo W & Li B. (2022). A multi-eavesdropper scheme against RIS secured LoS-dominated channel. IEEE Communications Letters, 26(6)
- Wei Z, Wang L, Sun SC, Li B & Guo W. (2022). Graph layer security: encrypting information via common networked physics. Sensors, 22(10)
- Zou M & Guo W. (2022). Analysing region of attraction of load balancing on complex network. Journal of Complex Networks, 10(4)
- Perrusquía A & Guo W. (2022). A closed-loop output error approach for physics-informed trajectory inference using online data. IEEE Transactions on Cybernetics, 53(3)
- Perrusquía A & Guo W. (2022). Optimal control of nonlinear systems using experience inference human-behavior learning. IEEE CAA Journal of Automatica Sinica, 10(1)
- Perrusquía A & Guo W. (2022). Hippocampus experience inference for safety critical control of unknown multi-agent linear systems. ISA Transactions, 137(June)
- Zhang X, Xia X, Liu S, Cao Y, Li J, .... (2022). An integrated framework on autonomous-EV charging and autonomous valet parking (AVP) management system. IEEE Transactions on Transportation Electrification, 8(2)
- Fan C, Li B, Hou J, Wu Y, Guo W, .... (2022). Robust Fuzzy Learning for Partially Overlapping Channels Allocation in UAV Communication Networks. IEEE Transactions on Mobile Computing, 21(4)
- Abbaszadeh M, Huang Y, Thomas PJ, Wen M, Ji F, .... (2021). Kolmogorov turbulence and information dissipation in molecular communication. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 7(4)
- Broomandi P, Geng X, Guo W, Pagani A, Topping D, .... (2021). Dynamic complex network analysis of PM2.5 concentrations in the UK, using hierarchical directed graphs (V1.0.0). Sustainability, 13(4)
- Orr L, Chapman SC, Gjerloev JW & Guo W. (2021). Network community structure of substorms using SuperMAG magnetometers. Nature Communications, 12(1)
- Huang Y, Ji F, Wei Z, Wen M, Chen X, .... (2021). Frequency domain analysis and equalization for molecular communication. IEEE Transactions on Signal Processing, 69
- Li B, Chen P, Liu H, Guo W, Cao X, .... (2021). Random sketch learning for deep neural networks in edge computing. Nature Computational Science, 1(3)
- Guo W, Abbaszadeh M, Lin L & Charmet J. (2021). Molecular physical layer for 6G in wave-denied environments. IEEE Communications Magazine, 59(5)
- Xu W, Meng F, Guo W & Li X. (2021). Deep reinforcement learning for optimal hydropower reservoir operation. Journal of Water Resources Planning and Management, 147(8)
- Huang Y, Ji F, Wei Z & Wen M. (2021). Signal detection for molecular communication: model-based vs. data-driven methods. IEEE Communications Magazine, 59(5)
- Moutsinas G, Shuaib C, Guo W & Jarvis S. (2021). Graph hierarchy: a novel framework to analyse hierarchical structures in complex networks. Scientific Reports, 11(1)
- Pagani A, Wei Z, Silva R & Guo W. (2021). Neural network approximation of graph Fourier transform for sparse sampling of networked dynamics. ACM Transactions on Internet Technology, 22(1)
- Chen Y, Nakano T, Lin L, Guo W & Mahfuz MU. (2021). Editorial: Biologically Inspired Computing and Networking. Mobile Networks and Applications, 26(3)
- Bai Y, Chen W, Chen J & Guo W. (2020). Deep learning methods for solving linear inverse problems: Research directions and paradigms. Signal Processing, 177
- Ma B, Guo W & Zhang J. (2020). A Survey of Online Data-Driven Proactive 5G Network Optimisation Using Machine Learning. IEEE Access, 8
- Singh SP, Singh S, Guo W, Mishra S & Kumar S. (2020). Radiation absorption noise for molecular information transfer. IEEE Access, 8
- Wei Z, Li B, Sun C & Guo W. (2020). Sampling and inference of networked dynamics using Log-Koopman nonlinear graph fourier transform. IEEE Transactions on Signal Processing, 68
- Wei Z, Pagani A, Li B & Guo W. (2020). Monitoring embedded flow networks using graph Fourier transform enabled sparse molecular relays. IEEE Communications Letters, 24(5)
- Wei Z, Li B, Guo W, Hu W & Zhao C. (2020). On the Accuracy and Efficiency of Sensing and Localization for Robotic. IEEE Transactions on Mobile Computing, 21(7)
- Li J, Zhang W, Bao X, Abbaszadeh M & Guo W. (2020). Inference in Turbulent Molecular Information Channels Using Support Vector Machine. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 6(1)
- Li C, Guo W, Sun SC, Al-Rubaye S & Tsourdos A. (2020). Trustworthy deep learning in 6G-enabled mass autonomy: from concept to quality-of-trust key performance indicators. IEEE Vehicular Technology Magazine, 15(4)
- Moutsinas G, Zou M & Guo W. (2020). Uncertainty of resilience in complex networks with nonlinear dynamics. IEEE Systems Journal, 15(3)
- Du Z, Deng Y, Guo W, Nallanathan A & Wu Q. (2020). Green deep reinforcement learning for radio resource management: architecture, algorithm compression, and challenges. IEEE Vehicular Technology Magazine, 16(1)
- Abbaszadeh M, Atthanayake I, Thomas PJ & Guo W. (2020). Molecular signal tracking and detection methods in fluid dynamic channels. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 6(2)
- Guo W. (2020). Explainable artificial intelligence for 6G: improving trust between human and machine. IEEE Communications Magazine, 58(6)
- Jin Y, Wu D & Guo W. (2020). Attention-Based LSTM with Filter Mechanism for Entity Relation Classification. Symmetry, 12(10)
- Wu C, Lin L, Guo W & Yan H. (2020). Signal detection for molecular MIMO communications with asymmetrical topology. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 6(1)
- Huang S, Lin L, Xu J, Guo W & Yan H. (2020). Molecular communication via subdiffusion with a spherical absorbing receiver. IEEE Wireless Communications Letters, 9(10)
- Naghshbandi SN, Varga L, Purvis A, McWilliam R, Minisci E, .... (2020). A review of methods to study resilience of complex engineering and engineered systems. IEEE Access, 8
- Pilgrim C, Guo W & Johnson S. (2020). Organisational social influence on directed hierarchical graphs, from tyranny to anarchy. Scientific Reports, 10(1)
- Moutsinas G & Guo W. (2020). Node-level resilience loss in dynamic complex networks. Scientific Reports, 10(1)
- Pagani A, Meng F, Fu G, Musolesi M & Guo W. (2020). Quantifying Resilience via Multiscale Feedback Loops in Water Distribution Networks. Journal of Water Resources Planning and Management, 146(6)
- Huang S, Lin L, Guo W, Yan H, Xu J, .... (2020). Initial Distance Estimation and Signal Detection for Diffusive Mobile Molecular Communication. IEEE Transactions on NanoBioscience, 19(3)
- Li B, Guo W, Wang X, Deng Y, Lan Y, .... (2020). CSI-Independent Non-Linear Signal Detection in Molecular Communications. IEEE Transactions on Signal Processing, 68
- Wei Z, Pagani A, Fu G, Guymer I, Chen W, .... (2020). Optimal Sampling of Water Distribution Network Dynamics Using Graph Fourier Transform. IEEE Transactions on Network Science and Engineering, 7(3)
- Liu C, Zhang G, Guo W & He R. (2020). Kalman Prediction-Based Neighbor Discovery and Its Effect on Routing Protocol in Vehicular Ad Hoc Networks. IEEE Transactions on Intelligent Transportation Systems, 21(1)
- Wei Z, Guo W, Li B, Charmet J & Zhao C. (2019). High-dimensional metric combining for non-coherent molecular signal detection. IEEE Transactions on Communications, 68(3)
- Wei Z, Li B, Hu W, Guo W & Zhao C. (2019). Hamming–Luby rateless codes for molecular erasure channels. Nano Communication Networks, 23
- Wei Z, Li B & Guo W. (2019). Optimal Sampling for Dynamic Complex Networks With Graph-Bandlimited Initialization. IEEE Access, 7
- Moutsinas G & Guo W. (2019). Probabilistic stability of traffic load balancing on wireless complex networks. IEEE Systems Journal, 14(2)
- Pagani A, Mosquera G, Alturki A, Johnson S, Jarvis S, .... (2019). Resilience or robustness: identifying topological vulnerabilities in rail networks. Royal Society Open Science, 6(2)
- Haselmayr W, Varshney N, Asyhari AT, Springer A & Guo W. (2019). On the Impact of Transposition Errors in Diffusion-Based Channels. IEEE Transactions on Communications, 67(1)
- Madge J, Colavizza G, Hetherington J, Guo W & Wilson A. (2019). Assessing Simulations of Imperial Dynamics and Conflict in the Ancient World. Cliodynamics: The Journal of Quantitative History and Cultural Evolution, 10(2)
- Botero JD, Guo W, Mosquera G, Wilson A, Johnson S, .... (2019). Gang confrontation: The case of Medellin (Colombia). PLOS ONE, 14(12)
- Pamuncak A, Guo W, Soliman Khaled A & Laory I. (2019). Deep learning for bridge load capacity estimation in post-disaster and -conflict zones. Royal Society Open Science, 6(12)
- Guo W. (2019). Common statistical patterns in urban terrorism. Royal Society Open Science, 6(9)
- Wei Z, Li B, Guo W, Hu W & Zhao C. (2019). Sequential Bayesian Detection of Spike Activities From Fluorescence Observations. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 5(1)
- Jin Y, Xie J, Guo W, Luo C, Wu D, .... (2019). LSTM-CRF Neural Network With Gated Self Attention for Chinese NER. IEEE Access, 7
- He J, Guan W, Guo W, Liu W & Cheng W. (2019). Analytical Evaluation of Cellular Network Uplink Communications With Higher Order Sectorization Deployments. IEEE Transactions on Vehicular Technology, 68(12)
- Qi W, Procter R, Zhang J & Guo W. (2019). Mapping Consumer Sentiment Toward Wireless Services Using Geospatial Twitter Data. IEEE Access, 7
- Jin Y, Luo C, Guo W, Xie J, Wu D, .... (2019). Text Classification Based on Conditional Reflection. IEEE Access, 7
- Guo W, Toader B, Feier R, Mosquera G, Ying F, .... (2019). Global air transport complex network: multi-scale analysis. SN Applied Sciences, 1(7)
- Qiu S, Mias C, Guo W & Geng X. (2019). HS2 railway embankment monitoring: effect of soil condition on underground signals. SN Applied Sciences, 1(6)
- Liu S, Wei Z, Li B, Guo W & Zhao C. (2019). Metric combinations in non-coherent signal detection for molecular communication. Nano Communication Networks, 20
- Li B, Guo W, Zhang H, Zhao C, Li S, .... (2019). Spectrum Detection and Link Quality Assessment for Heterogeneous Shared Access Networks. IEEE Transactions on Vehicular Technology, 68(2)
- Jin Y-L, Yao L, Guo W-S, Wang R, Wang X, .... (2019). Explosive synchronization of multi-layer frequency-weighted coupled complex systems*. Chinese Physics B, 28(7)
- Fang Y, Guo W, Icardi M, Noel A & Yang N. (2018). Molecular Information Delivery in Porous Media. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 4(4)
- Abbaszadeh M, Moutsinas G, Thomas PJ & Guo W. (2018). Uncertainty Quantification in Molecular Signals Using Polynomial Chaos Expansion. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 4(4)
- Varshney N, Haselmayr W & Guo W. (2018). On Flow-Induced Diffusive Mobile Molecular Communication: First Hitting Time and Performance Analysis. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 4(4)
- Abbaszadeh M, Thomas PJ & Guo W. (2018). Toward High Capacity Molecular Communications Using Sequential Vortex Rings. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 4(1)
- Guo W, Gleditsch K & Wilson A. (2018). Retool AI to forecast and limit wars. Nature, 562(7727)
- Du Z, Sun Y, Guo W, Xu Y, Wu Q, .... (2018). Data-Driven Deployment and Cooperative Self-Organization in Ultra-Dense Small Cell Networks. IEEE Access, 6
- Orsino A, Guo W & Araniti G. (2018). 5G Multiscale Mobility : A Look at Current and Upcoming Models in the Next Technology Era. IEEE Vehicular Technology Magazine, 13(1)
- Li B, Guo W, Liang Y-C, An C & Zhao C. (2018). Asynchronous Device Detection for Cognitive Device-to-Device Communications. IEEE Transactions on Wireless Communications, 17(4)
- Luo Z, Lin L, Guo W, Wang S, Liu F, .... (2018). One Symbol Blind Synchronization in SIMO Molecular Communication Systems. IEEE Wireless Communications Letters, 7(4)
- Jiang N, Deng Y, Condoluci M, Guo W, Nallanathan A, .... (2018). RACH Preamble Repetition in NB-IoT Network. IEEE Communications Letters, 22(6)
- Guo W, Deng Y, Yilmaz HB, Farsad N, Elkashlan M, .... (2018). SMIET: Simultaneous Molecular Information and Energy Transfer. IEEE Wireless Communications, 25(1)
- Fan C, Li B, Zhao C, Guo W & Liang Y-C. (2018). Learning-Based Spectrum Sharing and Spatial Reuse in mm-Wave Ultradense Networks. IEEE Transactions on Vehicular Technology, 67(6)
- Haselmayr W, Aejaz SMH, Asyhari AT, Springer A & Guo W. (2017). Transposition errors in diffusion-based mobile molecular communication. IEEE Communications Letters, 21(9)
- Haselmayr W, Efrosinin D & Guo W. (2017). Normal Inverse Gaussian Approximation for Arrival Time Difference in Flow-Induced Molecular Communications. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 3(4)
- Farsad N, Murin Y, Guo W, Chae C-B, Eckford AW, .... (2017). Communication System Design and Analysis for Asynchronous Molecular Timing Channels. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 3(4)
- Guo W, Del Vecchio M & Pogrebna G. (2017). Global network centrality of university rankings. Royal Society Open Science, 4(10)
- Deng Y, Noel A, Guo W, Nallanathan A & Elkashlan M. (2017). Analyzing Large-Scale Multiuser Molecular Communication via 3-D Stochastic Geometry. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 3(2)
- Qiu S, Haselmayr W, Li B, Zhao C & Guo W. (2017). Bacterial Relay for Energy-Efficient Molecular Communications. IEEE Transactions on NanoBioscience, 16(7)
- Tkachenko N, Chotvijit S, Gupta N, Bradley E, Gilks C, .... (2017). Google Trends can improve surveillance of Type 2 diabetes. Scientific Reports, 7(1)
- Yuan H, Guo W, Jin Y, Wang S & Ni M. (2017). Interference‐aware multi‐hop path selection for device‐to‐device communications in a cellular interference environment. IET Communications, 11(11)
- Guo W & Zhang J. (2017). Uncovering wireless blackspots using Twitter data. Electronics Letters, 53(12)
- Qiu S, Asyhari T, Guo W, Wang S, Li B, .... (2017). Molecular Channel Fading Due to Diffusivity Fluctuations. IEEE Communications Letters, 21(3)
- Deng Y, Guo W, Noel A, Nallanathan A & Elkashlan M. (2017). Enabling Energy Efficient Molecular Communication via Molecule Energy Transfer. IEEE Communications Letters, 21(2)
- Cho YJ, Yilmaz HB, Guo W & Chae C. (2017). Effective inter‐symbol interference mitigation with a limited amount of enzymes in molecular communications. Transactions on Emerging Telecommunications Technologies, 28(7)
- Wang S, Guo W & Jafari A. (2016). Cascade decode-and-forward: spatial diversity reuse in sensor networks. International Journal of Sensor Networks, 20(4)
- Wu Y, Wang S, Liu W, Guo W & Chu X. (2016). Iunius: A Cross-Layer Peer-to-Peer System With Device-to-Device Communications. IEEE Transactions on Wireless Communications, 15(10)
- Li B, Sun M, Wang S, Guo W & Zhao C. (2016). Low-Complexity Noncoherent Signal Detection for Nanoscale Molecular Communications. IEEE Transactions on NanoBioscience, 15(1)
- Li B, Sun M, Wang S, Guo W & Zhao C. (2016). Local Convexity Inspired Low-Complexity Noncoherent Signal Detector for Nanoscale Molecular Communications. IEEE Transactions on Communications, 64(5)
- Guo W, Asyhari T, Farsad N, Yilmaz HB, Li B, .... (2016). Molecular communications: channel model and physical layer techniques. IEEE Wireless Communications, 23(4)
- Wu Y, Guo W, Yuan H, Li L, Wang S, .... (2016). Device-to-device meets LTE-unlicensed. IEEE Communications Magazine, 54(5)
- Guo W, Zhou S, Chen Y, Wang S, Chu X, .... (2016). Simultaneous Information and Energy Flow for IoT Relay Systems with Crowd Harvesting. IEEE Communications Magazine, 54(11)
- Guo W, Deng Y, Li B, Zhao C & Nallanathan A. (2016). Eavesdropper Localization in Random Walk Channels. IEEE Communications Letters, 20(9)
- Yu T, Jin Y, Guo W, Fang C, Deng W, .... (2016). Low‐complexity energy‐efficient resource allocation for delay‐tolerant two‐way orthogonal frequency‐division multiplexing relays. IET Communications, 10(17)
- Yilmaz HB, Cho Y, Guo W & Chae C. (2016). Interference reduction via enzyme deployment for molecular communication. Electronics Letters, 52(13)
- Guo W & Lu X. (2016). Core identification and attack strategies against regenerative complex networks. Electronics Letters, 52(6)
- Yang B, Guo W, Jin Y & Wang S. (2016). Smartphone data usage: downlink and uplink asymmetry. Electronics Letters, 52(3)
- Farsad N, Yilmaz HB, Eckford A, Chae C-B & Guo W. (2016). A Comprehensive Survey of Recent Advancements in Molecular Communication. IEEE Communications Surveys & Tutorials, 18(3)
- Yang B, Guo W, Chen B, Yang G & Zhang J. (2016). Estimating Mobile Traffic Demand Using Twitter. IEEE Wireless Communications Letters, 5(4)
- Qiu S, Guo W, Li B, Wu Y, Chu X, .... (2015). Long Range and Long Duration Underwater Localization Using Molecular Messaging. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 1(4)
- Guo W, Mias C, Farsad N & Wu J-L. (2015). Molecular Versus Electromagnetic Wave Propagation Loss in Macro-Scale Environments. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 1(1)
- Zhang H, Chu X, Guo W & Wang S. (2015). Coexistence of Wi-Fi and heterogeneous small cell networks sharing unlicensed spectrum. IEEE Communications Magazine, 53(3)
- Wang S, Guo W, Zhou Z, Wu Y & Chu X. (2015). Outage Probability for Multi-Hop D2D Communications With Shortest Path Routing. IEEE Communications Letters, 19(11)
- Guo W, Li B, Wang S & Liu W. (2015). Molecular Communications With Longitudinal Carrier Waves: Baseband to Passband Modulation. IEEE Communications Letters, 19(9)
- Qiu S, Wang S & Guo W. (2015). Experimental Nakagami distributed noise model for molecular communication channels with no drift. Electronics Letters, 51(8)
- Wang S, Guo W, Khirallah C, Vukobratovic D & Thompson J. (2014). Interference Allocation Scheduler for Green Multimedia Delivery. IEEE Transactions on Vehicular Technology, 63(5)
- Erdélyi R, Wang Y, Guo W, Hanna E & Colantuono G. (2014). Three-dimensional SOlar RAdiation Model (SORAM) and its application to 3-D urban planning. Solar Energy, 101
- Qiu S & Guo W. (2014). Nanoparticle communications: from chemical signals in nature to wireless sensor networks. Nanotechnology Perceptions, 10(1)
- Guo W & Wang S. (2013). Mobile Crowd-Sensing Wireless Activity with Measured Interference Power. IEEE Wireless Communications Letters, 2(5)
- Guo W, Wang S, Chu X, Zhang J, Chen J, .... (2013). Automated small-cell deployment for heterogeneous cellular networks. IEEE Communications Magazine, 51(5)
- Weisi Guo & O'Farrell T. (2013). Relay Deployment in Cellular Networks: Planning and Optimization. IEEE Journal on Selected Areas in Communications, 31(8)
- Guo W & O'Farrell T. (2013). Dynamic Cell Expansion with Self-Organizing Cooperation. IEEE Journal on Selected Areas in Communications, 31(5)
- Wang S & Guo W. (2013). Energy and cost implications of a traffic aware and quality‐of‐service constrained sleep mode mechanism. IET Communications, 7(18)
- Guo W, Wang S, Eckford A & Wu J. (2013). Reliable communication envelopes of molecular diffusion channels. Electronics Letters, 49(19)
- Farsad N, Guo W & Eckford AW. (2013). Tabletop Molecular Communication: Text Messages through Chemical Signals. PLoS ONE, 8(12)
- Guo W & Wang S. (2013). Radio‐frequency energy harvesting potential: a stochastic analysis. Transactions on Emerging Telecommunications Technologies, 24(5)
- Guo W & O'Farrell T. (2012). Small-Net vs. Relays in a Heterogeneous Low Energy LTE Architecture. Journal of Communications, 7(10)
- Guo W, Rigelsford JM, Ford L & O'Farrell T. (2012). DYNAMIC BASESTATION ANTENNA DESIGN FOR LOW ENERGY NETWORKS. Progress In Electromagnetics Research C, 31
- Guo W & Wang S. (2012). Interference-Aware Self-Deploying Femto-Cell. IEEE Wireless Communications Letters, 1(6)
- Guo W & Wassell IJ. (2012). Capacity-Outage-Tradeoff (COT) for Cooperative Networks. IEEE Journal on Selected Areas in Communications, 30(9)
- Turyagyenda C, O'Farrell T & Guo W. (2012). Energy efficient coordinated radio resource management: a two player sequential game modelling for the long-term evolution downlink. IET Communications, 6(14)
- Wang S, Guo W & O'Farrell T. (2012). Low energy indoor network: deployment optimisation. EURASIP Journal on Wireless Communications and Networking, 2012(1)
- Guo W, Wang S & O'Farrell T. (2012). Environmental and economically sustainable cellular networks. Journal of Green Engineering, 2(3)
- Chatzigeorgiou I, Guo W, Wassell IJ & Carrasco RA. (2011). Exact and Asymptotic Outage Probability Analysis for Decode-and-Forward Networks. IEEE Transactions on Communications, 59(2)
- Lin J, Xiong N, Vasilakos AV, Chen G & Guo W. (2011). Evolutionary game-based data aggregation model for wireless sensor networks. IET Communications, 5(12)
