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
- Water Science and Engineering
Background
Professor Guo 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.
I am currently recruiting:
Post-Docs: The group has a number of project-based openings throughout year. We maybe open to self-motivated fellowship applications of the highest quality.
PhDs: The group usually takes in maximum 2 new PhD students a year. We restrict this number to ensure high quality supervision.
Visiting Fellows/Senior PhD Students: We currently do not consider hosting visitors unless there is an extremely convincing case.
Enquiries on any aspect of research without a detailed CV and clear research plan that relate to my group's interests will likely not be responded quickly due to the high volume of emails.
Current activities
The research areas are:
Cyber - Communication in Extreme Environments:
Domains: Social Data-Driven 5G & 6G, UAV Communication, Secure Communication, Biological Communication
Methods: Physical Layer Security, Intelligence Reflecting Surface, Molecular Encoding
Key Grants: [EPSRC] Future Communications Hub: Distributed Computing (EP/X040518/1, 2023-26)
[EPSRC] TAS-S Trustworthy Autonomous Systems-Security (EP/V026763/1, 2020-24)
[H2020] DAWN4IoE - Data Aware Wireless Network for Internet-of-Everything (778305, 2017-21)
[H2020] Mo-IoNT - Molecular Internet-of-Nano-Things (792799, 2018-20)
[EPSRC] Future Communications Hub (EP/X040518/1, 2023-26)
Physical - Networked & Autonomous Critical Systems:
Domains: Large-scale Networked Systems, Networked Robots, Networked Natural Ecosystems
Methods: Sensing/Compression: Graph Signal Processing, Network Science, Federated Learning, Explainable AI
Key Grants: [EPSRC] CoTRE - Complexity Twin for Resilient Ecosystems (EP/R041725/1, 2018-20)
[InnovateUK] Fly2Plan (70883, 2020-22)
[Turing LRF] CHANCE - Coupled Human and Natural Critical Ecosystems (2017-21)
[H2020] GreenML5G - Green Machine Learning for 5G & Beyond Resource Optimisation (891221, 2020-22)
Social - Human Response to Physical & Digital Environments:
Domains: Social Networks, Conflict, Climate Induced Migration & Conflict
Methods: Natural Language Processing, Network Science, Inference, Social-Physics Models
Key Grants: [EPSRC] Mobility as a service: MAnaging Cybersecurity Risks across Consumers, Organisations and Sectors (EP/V039164/1, 2021-23)
[EPSRC] Centre for Doctoral Training in Urban Science and Progress (EP/L016400/1, 2014-22)
[EPSRC] Patterns of City Formation & Development (EP/N509796/1, 2018-22)
[Turing D&S] GUARD - Global Urban Analytics for Resilient Defence (2017-19, extension: 2019-21)
Clients
EPSRC
H2020
InnovateUK
Alan Turing Institute
DSTL
US Air Force: Office for Scientific Research
Royal Society
British Council
UK Geospatial Commission
Lloyds Register Foundation
Department for Transport
Ranplan (UK SME)
Ultra CSS (UK Company)
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)
- 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
- 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)
- Qiu S, Wei Z, Huang Y, Abbaszadeh M, Charmet J, .... (2024). Review of Physical Layer Security in Molecular Internet of Nano-Things. IEEE Transactions on NanoBioscience, 23(1)
- 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)
- Guo W, Wei Z, Gonzalez O, Perrusquía A & Tsourdos A. (2024). Control Layer Security: A New Security Paradigm for Cooperative Autonomous Systems. IEEE Vehicular Technology Magazine, 19(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(12)
- 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
- Zhang Z, Liu C, Qu W, Zhao Z & Guo W. (2024). PRobust: A Percolation-Based Robustness Optimization Model for Underwater Acoustic Sensor Networks. IEEE Transactions on Network and Service Management, PP(99)
- 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)
- Zong Y, Dai X, Wei Z, Zou M, Guo W, .... (2023). Robust Time Synchronization for Industrial Internet of Things by H ∞ Output Feedback Control. IEEE Internet of Things Journal, 10(3)
- Perrusquia A & Guo W. (2023). A Closed-Loop Output Error Approach for Physics-Informed Trajectory Inference Using Online Data. IEEE Transactions on Cybernetics, 53(3)
- Perrusquia A & Guo W. (2023). Optimal control of nonlinear systems using experience inference human-behavior learning. IEEE CAA Journal of Automatica Sinica, 10(1)
- Zou M & Guo W. (2023). Local Assortativity Affects the Synchronizability of Scale-Free Network. IEEE Systems Journal, 17(2)
- Perrusquía A & Guo W. (2023). Hippocampus experience inference for safety critical control of unknown multi-agent linear systems. ISA Transactions, 137(June)
- 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, Fragonara LZ, 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 P & 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)
- 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)
- Perrusquia A & Guo W. (2023). Optimal Control of Nonlinear Systems Using Experience Inference Human-Behavior Learning. IEEE/CAA Journal of Automatica Sinica, 10(1)
- Pagani A, Wei Z, Silva R & Guo W. (2022). Neural Network Approximation of Graph Fourier Transform for Sparse Sampling of Networked Dynamics. ACM Transactions on Internet Technology, 22(1)
- 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, Sava 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)
- 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, Thomas P, .... (2021). Molecular Physical Layer for 6G in Wave-Denied Environments. IEEE Communications Magazine, 59(5)
- Xu W, Meng F, Guo W, Li X & Fu G. (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 & Guo W. (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)
- Chen Y, Nakano T, Lin L, Guo W & Mahfuz MU. (2021). Editorial: Biologically Inspired Computing and Networking. Mobile Networks and Applications, 26(3)
- Moutsinas G, Zou M & Guo W. (2021). Uncertainty of Resilience in Complex Networks With Nonlinear Dynamics. IEEE Systems Journal, 15(3)
- Du Z, Deng Y, Guo W, Nallanathan A & Wu Q. (2021). Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression, and Challenges. IEEE Vehicular Technology Magazine, 16(1)
- 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, Guo W, Li B, Charmet J & Zhao C. (2020). High-Dimensional Metric Combining for Non-Coherent Molecular Signal Detection. IEEE Transactions on Communications, 68(3)
- 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)
- Wei Z, Li B, Hu W, Guo W & Zhao C. (2020). Hamming–Luby rateless codes for molecular erasure channels. Nano Communication Networks, 23
- 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)
- Abbaszadeh M, Atthanayake IU, 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)
- Moutsinas G & Guo W. (2020). Probabilistic Stability of Traffic Load Balancing on Wireless Complex Networks. IEEE Systems Journal, 14(2)
- 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, Li B & Guo W. (2019). Optimal Sampling for Dynamic Complex Networks With Graph-Bandlimited Initialization. IEEE Access, 7
- 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)
Conference Papers
- Gruffeille C, Perrusquía A, Tsourdos A & Guo W. (2024). Disaster Area Coverage Optimisation Using Reinforcement Learning
- Wisniewski M, Ona IG, Chatzithanos P, Guo W & Tsourdos A. (2024). Autonomous Navigation in Dynamic Maze Environments Under Adversarial Sensor Attack
- Holt D, Guo W, Sun M, Panagiotakopoulos D & Warston H. (2024). Deep Learning for Radar Classification
- He X, Ali A, Al-Rubaye S, Guo W & Tsourdos A. (2024). 6G enabled seamless integration of satellite-terrestrial networks
- Patil P, Wei Z, Petrunin I & Guo W. (2024). Classification of RF Transmitters in the Presence of Multipath Effects Using CNN-LSTM
- Perrusquía A & Guo W. (2024). A Novel Physics-Informed Recurrent Neural Network Approach for State Estimation of Autonomous Platforms
- Zou M, Perrusquía A & Guo W. (2024). Explaining Data-Driven Control in Autonomous Systems: A Reinforcement Learning Case Study
- Tang Y, Moffat L, Guo W, May-Chahal C, Deville J, .... (2024). Encoding Social & Ethical Values in Autonomous Navigation: Philosophies Behind an Interactive Online Demonstration
- Geragersian P, Petrunin I, Guo W & Grech R. (2023). Uncertainty-based Sensor Fusion Architecture using Bayesian-LSTM Neural Network
- Kacker T, Perrusquia A & Guo W. (2023). Multi-Spectral Fusion using Generative Adversarial Networks for UAV Detection of Wild Fires
- Guo W, Jin B, Sun SC, Wu Y, Qi W, .... (2023). Federated Learning of Wireless Network Experience Anomalies Using Consumer Sentiment
- Singh G, Perrusquía A & Guo W. (2023). A Two-Stages Unsupervised/Supervised Statistical Learning Approach for Drone Behaviour Prediction
- Fraser B, Perrusquía A, Panagiotakopoulos D & Guo W. (2023). Hybrid Deep Neural Networks for Drone High Level Intent Classification using Non-Cooperative Radar Data
- Li C & Guo W. (2023). Soft Body Pose-Invariant Evasion Attacks against Deep Learning Human Detection
- Yang S, Han H, Liu Y, Guo W, Pang Z, .... (2023). Reconfigurable Intelligent Surface-induced Randomness for mmWave Key Generation
- Wang L, Wei Z & Guo W. (2023). Securing IoT Communication Using Physical Sensor Data — Graph Layer Security with Federated Multi-agent Deep Reinforcement Learning
- Negru SA, Petrunin I, Guo W & Tsourdos A. (2023). Design and hardware-in-the-loop evaluation of a time dissemination framework for drone operations in urban environments
- Geragersian P, Petrunin I, Guo W & Grech R. (2023). A Hybrid Deep Learning Approach for Robust Multi-Sensor GNSS/INS/VO Fusion in Urban Canyons
- Guo W, Sun S & Wilson A. (2023). Exploring Potential Causal Models for Climate-Society-Conflict Interaction
- Panda DK & Guo W. (2023). Fragility Impact of RL Based Advanced Air Mobility under Gradient Attacks and Packet Drop Constraints
- Li C, Qi W, Jin B, Demestichas P, Tsagkaris K, .... (2023). Quality-of-Trust in 6G: Combining Emotional and Physical Trust through Explainable AI
- Fraser B, Perrusquía A, Panagiotakopoulos D & Guo W. (2023). A Deep Mixture of Experts Network for Drone Trajectory Intent Classification and Prediction using Non-Cooperative Radar Data
- Chu K-F & Guo W. (2023). Passenger Spoofing Attack for Artificial Intelligence-based Mobility-as-a-Service
- Chu K-F & Guo W. (2023). Federated Reinforcement Learning for Consumers Privacy Protection in Mobility-as-a-Service
- Benoit P, Bresson M, Xing Y, Guo W & Tsourdos A. (2023). Real-Time Vision-Based Violent Actions Detection Through CCTV Cameras With Pose Estimation
- Üstek İ, Desai J, Torrecillas IL, Abadou S, Wang J, .... (2023). Two-Stage Violence Detection Using ViTPose and Classification Models at Smart Airports
- Geragersian P, Petrunin I, Guo W & Grech R. (2022). An INS/GNSS fusion architecture in GNSS denied environment using gated recurrent unit
- Perrusquía A & Guo W. (2022). Cost Inference of Discrete-time Linear Quadratic Control Policies using Human-Behaviour Learning
- Perrusquia A & Guo W. (2022). Performance Objective Extraction of Optimal Controllers: A Hippocampal Learning Approach
- Sun SC, Jin B, Wei Z & Guo W. (2022). Revealing the excitation causality between climate and political violence via a neural forward-intensity Poisson process
- Osigbesan A, Barrat S, Singh H, Xia D, Singh S, .... (2022). Vision-based Fall Detection in Aircraft Maintenance Environment with Pose Estimation
- Fraser B, Copp B, Singh G, Keyvan O, Bian T, .... (2022). Reducing Viral Transmission through AI-based Crowd Monitoring and Social Distancing Analysis
- Ricketts J, Pelham J, Barry D & Guo W. (2022). An NLP framework for extracting causes, consequences, and hazards from occurrence reports to validate a HAZOP study
- Geragersian P, Petrunin I, Guo W & Grech R. (2022). Multipath Detection from GNSS Observables Using Gated Recurrent Unit
- Yuan Z, Guo W & Al-Rubaye S. (2022). Multi-UAV Wireless Positioning using Adaptive Multidimensional Scaling and Extended Kalman Filter
- Wei Z, Wang L & Guo W. (2022). Secret Key Rate Upper-bound for Reconfigurable Intelligent Surface-combined System under Spoofing
- Jin B & Guo W. (2022). Data Driven Modeling Social Media Influence using Differential Equations
- Sun SC, Jin B, Wei Z & Guo W. (2022). Revealing the Excitation Causality between Climate and Political Violence via a Neural Forward-Intensity Poisson Process
- Sun SC & Guo W. (2021). Forecasting Wireless Demand with Extreme Values using Feature Embedding in Gaussian Processes
- Huang Y, Ji F, Wen M, Tang Y, Chen X, .... (2021). A Frequency Domain View on Diffusion-based Molecular Communication Channels
- Zou M & Guo W. (2021). Infection and Re-Infection: Stability of Complex Air Transport Network
- Lu L & Guo W. (2021). Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images
- Mazzamurro M & Guo W. (2021). Assessing the impact of major historical events on urban landscapes via local entropy measures
- Sun SC, Li C, Wei Z, Tsourdos A & Guo W. (2021). Scalable Partial Explainability in Neural Networks via Flexible Activation Functions (Student Abstract)
- Guo W. (2020). Partially Explainable Big Data Driven Deep Reinforcement Learning for Green 5G UAV
- Guo W. (2020). Discovering Latent Spatial Invariance of Urban Wireless Data using Compression and Deep Learning
- Li C, Sun SC, Al-Rubaye S, Tsourdous A & Guo W. (2020). Uncertainty Propagation in Neural Network Enabled Multi-Channel Optimisation
- Guo W, Wei Z & Li B. (2020). Secure Internet-of-Nano Things for Targeted Drug Delivery: Distance-based Molecular Cipher Keys
- Li Y, Lin L, Guo W & Yan H. (2020). Signal Transmission Through Human Body Via Engineered Nervous System
- Guo W, Atthanayake I & Thomas P. (2020). Vertical Underwater Molecular Communications via Buoyancy: Gaussian Velocity Distribution of Signal
- Sun SC & Guo W. (2020). Approximate Symbolic Explanation for Neural Network Enabled Water-Filling Power Allocation
- Lin L, Huang F, Yan H, Liu F & Guo W. (2020). Ant-Behavior Inspired Intelligent NanoNet for Targeted Drug Delivery in Cancer Therapy
- Wei Z, Pagani A & Guo W. (2019). Monitoring Networked Infrastructure with Minimum Data via Sequential Graph Fourier Transforms
- Sonea A, Guo W & Jarvis S. (2019). A Tale of Two Cities: Multiplexed Banking Access in Birmingham and London
- Guo W. (2019). Swarm UAV Communications with Diversity and Delay Trade-off using Mobile Caching
- Mazzamurro M, Wu Y & Guo W. (2019). Dynamic Spatial Cluster Process Model of Geo-Tagged Tweets in London
- Qi W, Guo W, Procter R & Zhang J. (2019). Geo-Tagging Quality-of-Experience Self-Reporting on Twitter to Mobile Network Outage Events
- Liu Y, Zhang L, Yang B, Guo W & Imran MA. (2019). Programmable Wireless Channel for Multi-User MIMO Transmission Using Meta-Surface
- Abbaszadeh M, Li W, Lin L, White I, Denissenko P, .... (2019). Mutual Information and Noise Distributions of Molecular Signals Using Laser Induced Fluorescence
- Tkachenko N & Guo W. (2019). Conflict Detection in Linguistically Diverse On-line Social Networks
- Lin L, Moutsinas G, Wu C & Guo W. (2019). Synchronization with Molecular Signals on Spatial-Temporal Complex Networks
- Huang S, Lin L, Guo W, Yan H, Xu J, .... (2019). Initial Distance Estimation for Diffusive Mobile Molecular Communication Systems
- Moutsinas G, Guo W & Charalambous T. (2019). On the Stability of the Foschini-Miljanic Algorithm with Uncertainty over Channel Gains
- Abbaszadeh M, Yilmaz HB, Thomas PJ & Guo W. (2019). Linearity of Sequential Molecular Signals in Turbulent Diffusion Channels
- Gupta N, Crosby H, Purser D, Javis S & Guo W. (2018). Twitter Usage Across Industry: A Spatiotemporal Analysis
- Varshney N, Patel A, Haselmayr W, Jagannatham AK, Varshney PK, .... (2018). Impact of Cooperation in Flow-Induced Diffusive Mobile Molecular Communication
- Atthanayake I, Esfahani S, Denissenko P, Guymer I, Thomas PJ, .... (2018). Experimental molecular communications in obstacle rich fluids
- Li B, Zhao C & Guo W. (2017). Non-Linear Signal Detection for Molecular Communications
- Cho YJ, Yilmaz HB, Guo W & Chae C-B. (2017). Effective Enzyme Deployment for Degradation of Interference Molecules in Molecular Communication
- Song Qiu , Asyhari T & Guo W. (2016). Mobile molecular communications: Positional-distance codes
- AlShami A, Guo W & Pogrebna G. (2016). Fuzzy partition technique for clustering Big Urban dataset
- Guo W & Lu X. (2016). London underground: Neighbourhood centrality and relation to urban geography
- Guo W, Gupta N, Pogrebna G & Jarvis S. (2016). Understanding happiness in cities using Twitter: Jobs, children, and transport
- Yuan H, Guo W & Wang S. (2016). Device-to-Device communications in LTE-Unlicensed heterogeneous network
- Al Shami A, Guo W & Wang Y. (2016). Mobile Sensing of Human Sunlight Exposure in Cities
- Farsad N, Murin Y, Guo W, Chae C-B, Eckford A, .... (2016). On the Impact of Time-Synchronization in Molecular Timing Channels
- Deng Y, Noel A, Guo W, Nallanathan A & Elkashlan M. (2016). 3D Stochastic Geometry Model for Large-Scale Molecular Communication Systems
- Tsakalidis A, Liakata M, Damoulas T, Jellinek B, Guo W, .... (2016). Combining heterogeneous user generated data to sense well-being
- Guo W & Lu X. (2016). London underground: Neighbourhood centrality and relation to urban geography
- Guo W, Gupta N, Pogrebna G & Jarvis S. (2016). Understanding Happiness in Cities using Twitter: Jobs, Children, and Transport
- Yuan H, Guo W & Wang S. (2015). D2D multi-hop routing: Collision probability and routing strategy with limited location information
- Guo W, Al Shami A & Wang Y. (2015). Ubiquitous monitoring of human sunlight exposure in cities
- Wu Y, Liu W, Wang S, Guo W & Chu X. (2015). Network coding in device-to-device (D2D) communications underlaying cellular networks
- Qiu S, Farsad N, Dong Y, Eckford A & Guo W. (2015). Under-water molecular signalling: A hidden transmitter and absent receivers problem
- Wang L, Farsad N, Guo W, Magierowski S & Eckford AW. (2015). Molecular barcodes: Information transmission via persistent chemical tags
- Farsad N, Guo W, Chae C-B & Eckford A. (2015). Stable Distributions as Noise Models for Molecular Communication
- Farsad N, Guo W, Chae C-B & Eckford A. (2014). Stable Distributions as Noise Models for Molecular Communication
- Song Qiu , Guo W, Wang S, Farsad N & Eckford A. (2014). A molecular communication link for monitoring in confined environments
- Wang S, Guo W & McDonnell MD. (2014). Distance distributions for real cellular networks
- Wang S, Guo W & McDonnell MD. (2014). Downlink interference estimation without feedback for heterogeneous network interference avoidance
- Yuan H, Guo W & Wang S. (2014). Emergency route selection for D2D cellular communications during an urban terrorist attack
- Farsad N, Guo W & Eckford A. (2014). Molecular communication link
- Wu Y, Wang S, Guo W, Chu X & Zhang J. (2014). Optimal resource management for device-to-device communications underlaying SC-FDMA systems
- Wang S, Guo W, Qiu S & McDonnell MD. (2014). Performance of macro-scale molecular communications with sensor cleanse time
- Wang S, Guo W & McDonnell MD. (2014). Transmit pulse shaping for molecular communications
- Guo W, Devine C & Wang S. (2014). Performance analysis of micro unmanned airborne communication relays for cellular networks
- Guo W, Wang S & Chu X. (2013). Capacity expression and power allocation for arbitrary modulation and coding rates
- Guo W, Wang S, O'Farrell T & Fletcher S. (2013). Energy Consumption of 4G Cellular Networks: A London Case Study
- Nan E , Xiaoli Chu , Weisi Guo & Jie Zhang . (2013). User data traffic analysis for 3G cellular networks
- Guo W, Wang S, Wu Y, Rigelsford J, Chu X, .... (2013). Spectral- and energy-efficient antenna tilting in a HetNet using reinforcement learning
- Rigelsford J, Guo W & O'Farrell T. (2012). A robust wide-area wireless sensor network for GNSS monitoring of flowing glaciers
- Guo W & O'Farrell T. (2012). Capacity-Energy-Cost Tradeoff in Small Cell Networks
- Guo W & O'Farrell T. (2012). Dynamic Cell Expansion: Traffic Aware Low Energy Cellular Network
- Wang S, Guo W & O'Farrell T. (2012). Energy Efficiency Evaluation of SISO and MIMO between LTE-Femtocells and 802.11n Networks
- Guo W, Wang S, Turyagyenda C & O'Farrell T. (2012). Integrated cross-layer energy savings in a smart and flexible cellular network
- Turyagyenda C, O'Farrell T & Guo W. (2012). Long Term Evolution Downlink Packet Scheduling Using a Novel Proportional-Fair-Energy Policy
- Wang S, Guo W & O'Farrell T. (2012). Optimising Femtocell Placement in an Interference Limited Network: Theory and Simulation
- Guo W & O'Farrell T. (2012). Power-Capacity-Tradeoff for Low Energy Interference Limited Cellular Networks
- Wang S, Guo W & OFarrell T. (2012). Two-tier Cellular Networks with Frequency Selective Surface
- Guo W, Wassell IJ & Carrasco R. (2011). Evolution Game Theoretic Optimization of Realistic Cooperative Networks Using Power Control with Imperfect Feedback
- Guo W & O'Farrell T. (2011). Green cellular network: Deployment solutions, sensitivity and tradeoffs
- Guo W, Turyagyenda C, Hamdoun H, Wang S, Loskot P, .... (2011). Towards a low energy LTE cellular network: Architectures
- Chatzigeorgiou I, Guo W, Wassell IJ & Carrasco R. (2010). Error Probability Analysis of Unselfish Cooperation over Quasi-Static Fading Channels
- Guo W, Chatzigeorgiou I, Wassell IJ & Carrasco R. (2010). Power control for turbo coded symmetrical collaborative networks
- Guo W, Chatzigeorgiou I, Wassell IJ & Carrasco R. (2010). Survey and analysis of power control for collaborative networks
- Guo W, Chatzigeorgiou I, Wassell IJ & Carrasco R. (2010). Partner Selection and Power Control for Asymmetrical Collaborative Networks
- Guo W, Chatzigeorgiou I, Wassell IJ & Carrasco R. (2009). Performance analysis and adaptive power control for block coded collaborative networks
- Chatzigeorgiou I, Weisi Guo , Wassell IJ & Carrasco R. (2008). Comparison of cooperative schemes using joint channel coding and high-order modulation
Books
- Zhang H, Chu X, Guo W, Wang S & Long K. (2020). Heterogeneous Small Cell Networks In Encyclopedia of Wireless Networks. Springer International Publishing.
- Guo W, Liakata M, Mosquera G, Qi W, Deng J, .... (2019). Big Data Methods for Ultra‐dense Network Deployment In Ultra-Dense Networks for 5G and Beyond: Modelling, Analysis, and Applications. Wiley.
- Zhang H, Chu X, Guo W, Wang S & Long K. (2018). Heterogeneous Small Cell Networks In Encyclopedia of Wireless Networks. Springer International Publishing.
- Guo W, Deng Y, Nallanathan A, Li B & Zhao C. (2018). Multi-Scale Energy Harvesting In Wireless Information and Power Transfer: A New Paradigm for Green Communications. Springer International Publishing.
- Wang S & Guo W. (2014). Sustainable Growth for Cellular Wireless Networks In Matin MA(ed.), Advances in Wireless Technologies and Telecommunication. IGI Global.
- Guo W, Chen M & Vasilakos AV. (2013). Energy-efficient architectures and techniques In Chu X, Lopez-Perez D, Yang Y & Gunnarsson F (eds), Heterogeneous Cellular Networks (9781107023093). Cambridge University Press.
