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 Director of the Smart Living Grand Challenge and Head of Human Machine Intelligence Group at Cranfield. He is currently also the course director of the Applied AI MSc.
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) [QS world top50, ARWU world top50]. 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). Professor Guo also leads the AI Lab in the new £67m Digital Aviation Research and Technology Centre (DARTeC).
He has been PI on £4.7m and investigator on over £16m of research funding, and was a Turing Fellow at the Alan Turing Institute. He has published 100+ journal papers (total IF 500+) and 60+ IEEE/ACM conference papers, with over 4500 citations (h-index 32). This includes a Nature commentary, Nature communications, Nature Comp.Sci., a top 10% cited paper in PLOS ONE, and several cover issues in Royal Society and IEEE journals. He currently serves as editor on 3 IEEE & 1 Royal Society journals, and is a Full Member of the EPSRC peer-review college, as well as reviewing for 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 also welcome top-quality motivated fellowship applicants (RAEng, UKRI, H2020 MSCA), please send a detailed CV and your top 1-2 papers for a discussion.
- PhDs: The group usually takes in maximum 2 new PhD students a year. We restrict this number to ensure high quality supervision. This may expand to 3-4 as new faculty staff joins for 2022 intake.
- Visiting Fellows/Senior PhD Students: The group only considers maximum 1 case a year (6-12 months) with exceptional synergy and a clear research plan that benefits the group.
Current activities
Full list of UKRI projects I have led/co-led are found here: https://gtr.ukri.org/person/CA9E5832-BDF0-4087-9FAE-B3B616500E30
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 Papers: "Robust Fuzzy Learning for Partially Overlapping Channels Allocation in UAV Communication Networks," IEEE Transactions on Mobile Computing, 2020
"Explainable Artificial Intelligence for 6G: Improving Trust between Human and Machine," IEEE Communications Magazine, 2020
"Mutual Information and Noise Distributions of Molecular Signals using Laser Induced Fluorescence," IEEE Globecom, 2019
Key Grants: [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)
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 Papers: "Sampling and Inference of Networked Dynamics using Log-Koopman Nonlinear Graph Fourier Transform," IEEE Transactions on Signal Processing, 2020
"Network community structure of substorms using SuperMAG magnetometers," Nature Communications, vol.12, 1842, Mar 2021
"On the Accuracy and Efficiency of Sensing and Localization for Robotics," IEEE Transactions on Mobile Computing,2020
"Random Sketch Learning for Deep Neural Networks in Edge Computing," Nature Computational Science, vol.1(3), Mar 2021
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 Papers: "Retool AI to Forecast and Limit Wars," Nature, 2018
"Gang Confrontation: The case of Medellin (Colombia)," PLOS ONE, vol.14(12), Dec 2019
"Common Statistical Patterns in Urban Terrorism," Royal Society Open Science, vol.6(9), Sep 2019
"Google Trends can Improve Surveillance of Type 2 Diabetes," Nature Scientific Reports, vol. 7(1), Jun 2017
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
- Zou M & Guo W (2022) Analysing region of attraction of load balancing on complex network, Journal of Complex Networks, 10 (4).
- 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) 9831-9842.
- Wei Z, Guo W & Li B (2022) A multi-eavesdropper scheme against RIS secured LoS-dominated channel, IEEE Communications Letters, 26 (6) 1221-1225.
- Wei Z, Wang L, Sun SC, Li B & Guo W (2022) Graph layer security: encrypting information via common networked physics, Sensors, 22 (10) Article No. 3951. Dataset/s: https://github.com/RookieEdward/GraphSec
- Qiu S, Savva K & Guo W (2022) Robust satellite antenna fingerprinting under degradation using recurrent neural network, Modern Physics Letters B, Available online 22 April 2022 (12).
- Zong Y, Dai X, Wei Z, Zou M, Guo W & Gao Z (2022) Robust time synchronisation for industrial internet of things by H∞ output feedback control, IEEE Internet of Things Journal, Available online 20 January 2022.
- Zhang X, Xia X, Liu S, Cao Y, Li J & Guo W (2022) An integrated framework on autonomous-EV charging and autonomous valet parking (AVP) management system, IEEE Transactions on Transportation Electrification, Available online 20 January 2022.
- Orr L, Chapman SC, Gjerloev JW & Guo W (2021) Network community structure of substorms using SuperMAG magnetometers, Nature Communications, 12 (1) Article No. 1842.
- Moutsinas G, Zou M & Guo W (2021) Uncertainty of resilience in complex networks with nonlinear dynamics, IEEE Systems Journal, 15 (3) 4687-4695.
- Abbaszadeh M, Huang Y, Thomas PJ, Wen M, Ji F & Guo W (2021) Kolmogorov turbulence and information dissipation in molecular communication, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, 7 (4) 262-270.
- Pagnani 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) Article No. 21.
- 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) Article No. 13943.
- Li B, Chen P, Liu H, Guo W, Cao X, Du J, Zhao C & Zhang J (2021) Random sketch learning for deep neural networks in edge computing, Nature Computational Science, 1 (March) 221-228.
- Weisi G, Abbaszadeh M, Lin L, Charmet J, Thomas P, Wei Z, Li B & Zhao C (2021) Molecular physical layer for 6G in wave-denied environments, IEEE Communications Magazine, 59 (5) 33-39.
- Huang Y, Ji F, Wei Z, Wen M, Chen X, Tang Y & Guo W (2021) Frequency domain analysis and equalization for molecular communication, IEEE Transactions on Signal Processing, 69 1952-1967.
- 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) 47-53.
- 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) Article No. 04021045.
- Broomandi P, Geng X, Guo W, Pagani A, Topping D & Kim JR (2021) Dynamic complex network analysis of PM2.5 concentrations in the UK, using hierarchical directed graphs (V1.0.0), Sustainability, 13 (4) Article No. 2201.
- 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) 29-39.
- Lin L, Huang F, Yan H, Liu F & Guo W (2020) Ant-behavior inspired intelligent nanonet for targeted drug delivery in cancer therapy, IEEE Transactions on NanoBioscience, 19 (3) 323-332.
- Wei Z, Li B, Hu W, Guo W & Zhao C (2020) Hamming–Luby rateless codes for molecular erasure channels, Nano Communication Networks, 23 (February) Article No. 100280.
- Huang S, Lin L, Xu J, Guo W & Yan H (2020) Molecular communication via subdiffusion with a spherical absorbing receiver, IEEE Wireless Communications, 9 (10) 1682-1686.
- 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) 151-159.
- Moutsinas G & Guo W (2020) Probabilistic stability of traffic load balancing on wireless complex networks, IEEE Systems Journal, 14 (2) 2551-2556.
- 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) 60-70.
- 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) 112-121.
- Wei Z, Li B, Guo W, Hu W & Zhao C (2020) On the accuracy and efficiency of sensing and localization for robotics, IEEE Transactions on Mobile Computing, Available online 16 November 2020 (7).
- Bai Y, Chen W, Chen J & Guo W (2020) Deep learning methods for solving linear inverse problems: Research directions and paradigms, Signal Processing, 177 (December) Article No. 107729.
- 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 6187-6197.
- 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) 986-990.
- 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) 1479-1493.
- 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) 25-35.
- Guo W (2020) Explainable artificial intelligence for 6G: improving trust between human and machine, IEEE Communications Magazine, 58 (6) 39-45.
- Pratap Singh S, Singh S, Guo W, Mishra S & Kumar S (2020) Radiation absorption noise for molecular information transfer, IEEE Access, 8 6379-6387.
- Naghshbandi SN, Varga L, Purvis A, Mcwilliam R, Minisci E, Vasile M, Troffaes M, Sedighi T, Guo W, Manley E & Jones DH (2020) A review of methods to study resilience of complex engineering and engineered systems, IEEE Access, 8 (May) 87775-87799.
- Pilgrim C, Guo W & Johnson S (2020) Organisational social influence on directed hierarchical graphs, from tyranny to anarchy, Scientific Reports, 10 (1) Article No. 4388.
- Moutsinas G & Guo W (2020) Node-level resilience loss in dynamic complex networks, Scientific Reports, 10 (1) Article No. 3599.
- Ma B, Guo W & Zhang J (2020) A survey of online data-driven proactive 5G network optimisation using machine learning, IEEE Access, 8 35606-35637.
- Wei Z, Pagani A, Fu G, Guymer I, Chen W, McCann J & Guo W (2019) Optimal sampling of water distribution network dynamics using graph Fourier transform, IEEE Transactions on Network Science and Engineering, 7 (3) 1570-1582.
- 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) 3-18.
- Wei Z, Li B & Guo W (2019) Optimal sampling for dynamic complex networks with graph-bandlimited initialization, IEEE Access, 7 150294-150305.
- 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 (June) 1-10.
- Guo W (2019) Common statistical patterns in urban terrorism, Royal Society Open Science, 6 (9) Article No. 190645.
- Guo W, Toader B, Feier R, Mosquera G, Ying F, Oh S, Price-Williams M & Krupp A (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) Article No. 537.
- Liu C, Zhang G, Guo W & He R (2019) Kalman prediction-based neighbor discovery and its effect on routing protocol in vehicular ad hoc networks, IEEE Transactions on Intelligent Transportation Systems, 21 (1) 159-169.
- Jin Y, Xie J, Guo W, Luo C, Wu D & Wang R (2019) LSTM-CRF neural network with gated self attention for Chinese NER, IEEE Access, 7 Article No. 136694.
- Qi W, Procter R, Zhang J & Guo W (2019) Mapping consumer sentiment toward wireless services using geospatial Twitter data, IEEE Access, 7 Article No. 113726.
- Pagani A, Mosquera G, Alturki A, Johnson S, Jarvis S, Wilson A, Guo W & Varga L (2019) Resilience or robustness: identifying topological vulnerabilities in rail networks, Royal Society Open Science, 6 (2) Article No. 181301.
- Fang Y, Guo W, Icardi M, Noel A & Yang N (2019) Molecular information delivery in porous media, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, 4 (4) 257-262.
- Varshney N, Haselmayr W & Guo W (2019) On flow-induced diffusive mobile molecular communication: first hitting time and performance analysis, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, 4 (4) 195-207.
- Jin Y, Luo C, Guo W, Xie J, Wu D & Wang R (2019) Text classification based on conditional reflection, IEEE Access, 7 76712-76719.
- Abbaszadeh M, Moutsinas G, Thomas PJ & Guo W (2019) Uncertainty quantification in molecular signals using polynomial chaos expansion, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, 4 (4) 248-256.
- Haselmayr W, Efrosinin D & Guo W (2019) Normal inverse Gaussian approximation for arrival time difference in flow-induced molecular communications, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, 3 (4) 259-264.
- Haselmayr W, Varshney N, Asyhari AT, Springer A & Guo W (2018) On the impact of transposition errors in diffusion-based channels, IEEE Transactions on Communications, 67 (1) 364-374.
- Li B, Guo W, Zhang H, Zhao C, Li S & Nallanathan A (2018) Spectrum detection and link quality assessment for heterogeneous shared access networks, IEEE Transactions on Vehicular Technology, 68 (2) 1431-1445.
- 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 22839-22848.
- Luo Z, Lin L, Guo W, Wang S, Liu F & Yan H (2018) One symbol blind synchronization in SIMO molecular communication systems, IEEE Wireless Communications Letters, 7 (4) 530-533.
- Jiang N, Deng Y, Condoluci M, Guo W, Nallanathan A & Dohler M (2018) RACH preamble repetition in NB-IoT network, IEEE Communications Letters, 22 (6) 1244-1247.
- 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) 120-129.
- Li B, Guo W, Liang Y, An C & Zhao C (2018) Asynchronous device detection for cognitive device-to-device communications, IEEE Transactions on Wireless Communications, 17 (4) 2443-2456.
- Farsad N, Murin Y, Guo W, Chae C, Eckford AW & Goldsmith A (2018) Communication system design and analysis for asynchronous molecular timing channels, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, 3 (4) 239-253.
- 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) 39-42.
- Guo W, Gleditsch K & Wilson A (2018) Retool AI to forecast and limit wars, Nature, 562 (7727) 331-333.
- Haselmayr W, Aejaz SMH, Asyhari AT, Springer A & Guo W (2017) Transposition errors in diffusion-based mobile molecular communication, IEEE Communications Letters, 21 (9) 1973-1976.
- Fan C, Li B, Zhao C, Guo W & Liang Y (2017) Learning-based spectrum sharing and spatial reuse in mm-wave ultradense networks, IEEE Transactions on Vehicular Technology, 67 (6) 4954-4968.
- Guo W, Deng Y, Birkan Yilmaz H, Farsad N, Elkashlan M, Eckford A, Nallanathan A & Chae C-B (2017) SMIET: Simultaneous molecular information and energy transfer, IEEE Wireless Communications, 25 (1) 106-113.
- Deng Y, Noel A, Guo W, Nallanathan A & Elkashlan M (2017) Analyzing large-scale multiuser molecular communication via 3D stochastic geometry, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, 3 (2) 118-133.
- Guo W & Zhang J (2017) Uncovering wireless blackspots using Twitter data, Electronics Letters, 53 (12) 814-816.
- Qiu S, Haselmayr W, Li B, Zhao C & Guo W (2017) Bacterial relay for energy-efficient molecular communications, IEEE Transactions on NanoBioscience, 16 (7) 555-562.
- Guo W, Vecchio MD & Pogrebna G (2017) Global network centrality of university rankings, Royal Society Open Science, 4 (10) Article No. 171172.
- Tkachenko N, Chotvijit S, Gupta N, Bradley E, Gilks C, Guo W, Crosby H, Shore E, Thiarai M, Procter R & Jarvis S (2017) Google Trends can improve surveillance of Type 2 diabetes, Scientific Reports, 7 Article No. 4993.
- Cho Y, Yilmaz H, 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) Article No. e3106.
- Guo W (2017) Interference-aware multi-hop path selection for D2D communications in a cellular interference environment, IET Communications, 11 (11) 1741-1750.
- Qiu S, Asyhari T, Guo W, Wang S, Li B, Zhao C & Leeson M (2017) Molecular channel fading due to diffusivity fluctuations, IEEE Communications Letters, 21 (3) 676-679.
- 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) 2079-2091.
- 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) 7005-7017.
- Tiantian Y, Jin Y, Guo W, Fang C, Deng W & Wang T (2016) Low-complexity energy-efficient resource allocation for delay-tolerant two-way orthogonal frequency-division multiplexing relays, IET Communications, 10 (17) 2488-2495.
- Farsad N, Yilmaz H, Eckford A, Chae C & Guo W (2016) A comprehensive survey of recent advancements in molecular communication, IEEE Communications Surveys and Tutorials, 18 (3) 1887-1919.
- Wang S, Guo W & Jafari A (2016) Cascade decode-and-forward: spatial diversity reuse in sensor networks, International Journal of Sensor Networks, 20 (4).
- Guo W & Lu X (2016) Core identification and attack strategies against regenerative complex networks, Electronics Letters, 52 (6) 450-452.
- Wu Y, Guo W, Yuan H, Li L, Wang S, Chu X & Zhang J (2016) Device-to-device meets LTE-unlicensed, IEEE Communications Magazine, 54 (5) 154-159.
- Guo W, Deng Y, Li B, Zhao C & Nallanathan A (2016) Eavesdropper localization in random walk channels, IEEE Communications Letters, 20 (9) 1776-1779.
- Yilmaz H, Cho Y, Guo W & Chae C (2016) Interference reduction via enzyme deployment for molecular communication, Electronics Letters, 52 (13) 1094-1096.
- Deng Y, Guo W, Noel A, Nallanathan A & Elkashlan M (2016) Enabling energy efficient molecular communication via molecule energy transfer, IEEE Communications Letters, 21 (2) 254-257.
- Yang B, Guo W, Chen B, Yang G & Zhang J (2016) Estimating mobile traffic demand using Twitter, IEEE Wireless Communications Letters, 5 (4) 380-383.
- Yang B, Guo W, Jin Y & Wang S (2016) Smartphone data usage: downlink and uplink asymmetry, Electronics Letters, 52 (3) 243-245.
- Guo W, Asyhari T, Farsad N, Yilmaz HB, Li B, Eckford A & Chae CB (2016) Molecular Communications: Channel Model and Physical Layer Techniques, IEEE Wireless Communications, 23 (4) 120-127.
- 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) 18-25.
- 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) 158-164.
- Qiu S, Guo W & Wang S (2015) Experimental Nakagami distributed noise model for molecular communication channels with no drift, Electronics Letters, 51 (8) 611-613.
- Li B, Sun M, Wang S, Guo W & Zhao C (2015) Low-complexity noncoherent signal detection for nanoscale molecular communications, IEEE Transactions on NanoBioscience, 15 (1) 3-10.
- Guo W, Li B, Wang S & Liu W (2015) Molecular communications with longitudinal carrier waves: Baseband to passband modulation, IEEE Communications Letters, 19 (9) 1512-1515.
- 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) 1997-2000.
- Qiu S, Guo W, Leeson M, Wang S, Farsad N & Eckford A (2014) Nanoparticle communications: from chemical signals in nature to wireless sensor networks, Nanotechnology Perceptions, 10 (1) 29-41.
- Wang S, Guo W, Khirallah C, Vukobratovi? D & Thompson J (2014) Interference allocation scheduler for green multimedia delivery, IEEE Transactions on Vehicular Technology, 63 (5) 2059-2070.
- Guo W, Wang S, Chu X, Zhang J, Chen J & Song H (2013) Automated small-cell deployment for heterogeneous cellular networks, IEEE Communications Magazine, 51 (5) 46-53.
- Guo W & O'Farrell T (2013) Dynamic cell expansion with self-organizing cooperation, IEEE Journal on Selected Areas in Communications, 31 (5) 851-860.
- 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) 2092-2101.
- Guo W & Wang S (2013) Mobile crowd-sensing wireless activity with measured interference power, IEEE Wireless Communications Letters, 2 (5) 539-542.
- Guo W & Wang S (2013) Radio-frequency energy harvesting potential: a stochastic analysis, Transactions on Emerging Telecommunications Technologies, 24 (5) 453-457.
- Guo W & O'Farrell T (2013) Relay deployment in cellular networks: planning and optimization, IEEE Journal on Selected Areas in Communications, 31 (8) 1597-1606.
- Guo W, Wang S, Eckford A & Wu J (2013) Reliable communication envelopes of molecular diffusion channels, Electronics Letters, 49 (19) 1248-1249.
- Farsad N, Guo W & Eckford A (2013) Tabletop molecular communication: text messages through chemical signals, PLoS ONE, 8 (12) Article No. e82932.
- Erdélyi R, Wang Y, Guo W, Hanna E & Colantuono G (2013) Three-dimensional SOlar RAdiation Model (SORAM) and its application to 3-D urban planning, Solar Energy, 101 (March) 63-73.
- Guo W, Rigelsford J, Ford K & O'Farrell T (2012) Dynamic basestation antenna design for low energy networks, Progress In Electromagnetics Research C, 31.
- Guo W, Wang S & O{'}Farrell T (2012) Environmental and economically sustainable cellular networks, Journal of Green Engineering, 2 (3) 273-283.
- Guo W & Wassell I (2012) Capacity-outage-tradeoff (COT) for cooperative networks, IEEE Journal on Selected Areas in Communications, 30 (9) 1641-1648.
- Guo W & Wang S (2012) Interference-aware self-deploying Femto-cell, IEEE Wireless Communications Letters, 1 (6) 609-612.
- 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) 2239-2249.
- Wang S, Guo W & O{'}Farrell T (2012) Low energy indoor network: deployment optimisation, EURASIP Journal on Wireless Communications and Networking, 2012 Article No. 193.
- Guo W & O'Farrell T (2012) Small-net vs. relays in a heterogeneous low energy LTE architecture, Journal of Communications, 7 (10) 716-725.
- Chatzigeorgiou I, Guo W, Wassell I & Carrasco R (2011) Exact and asymptotic outage probability analysis for decode-and-forward networks, IEEE Transactions on Communications, 59 (2) 376-381.
Conference Papers
- 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. In: 31st International Joint Conference on Artificial Intelligence IJCAI, Vienna, 23-29 July 2022.
- Perrusquia A & Guo W (2022) Cost inference of discrete-time linear quadratic control policies using human-behaviour learning. In: CODiT 2022: 8th International Conference on Control, Decision and Information Technologies, Istanbul, Turkey, 17-20 May 2022.
- Geragersian P, Petrunin I, Guo W & Grech R (2021) An INS/GNSS fusion architecture in GNSS denied environments using gated recurrent units. In: AIAA SciTech 2022 Forum, San Diego and Virtual Event, 3-7 January 2022.
- Geragersian P, Petrunin I, Guo W & Grech R (2021) An INS/GNSS fusion architecture in GNSS denied environment using gated recurrent unit. In: AIAA SciTech 2022 Forum, San Diego and Virtual Event, 3-7 January 2022.
- Zou M & Guo W (2021) Infection and re-infection: stability of complex air transport network. In: 2021 IEEE international Smart Cities Conference (ISC2), Virtual Event (Host: Manchester, UK), 7-10 September 2021.
- Mazzamurro M & Guo W (2021) Assessing the impact of major historical events on urban landscapes via local entropy measures. In: 2021 IEEE international Smart Cities Conference (ISC2), Virtual Event (Host: Manchester, UK), 7-10 September 2021.
- Lu L & Guo W (2021) Automatic quantification of settlement damage using deep learning of satellite images. In: 2021 IEEE international Smart Cities Conference (ISC2), Virtual Event (Host: Manchester, UK), 7-10 September 2021.
- Huang Y, Ji F, Wen M, Tang Y, Chen X & Guo W (2021) A frequency domain view on diffusion-based molecular communication channels. In: ICC 2021 - IEEE International Conference on Communications, Montreal, 14-23 June 2021.
- Sun SC & Guo W (2021) Forecasting wireless demand with extreme values using feature embedding in Gaussian processes. In: 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), Helsinki, 25-28 April 2021.
- Guo W (2021) Partially explainable big data driven deep reinforcement learning for green 5G UAV. In: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), Dublin, 7-11 June 2020.
- Guo W (2020) Discovering latent spatial invariance of urban wireless data using compression and deep learning. In: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), Dublin, 7-11 June 2020.
- Guo W, Wei Z & Li B (2020) Secure Internet-of-nano things for targeted drug delivery: distance-based molecular cipher keys. In: 2020 IEEE 5th Middle East and Africa Conference on Biomedical Engineering (MECBME), Amman, 27-29 October 2020.
- Li C, Sun SC, Al-Rubaye S, Tsourdous A & Guo W (2020) Uncertainty propagation in neural network enabled multi-channel optimisation. In: 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), Antwerp, 25-28 May 2020.
- Wei Z, Pagani A & Guo W (2019) Monitoring networked infrastructure with minimum data via sequential graph Fourier transforms. In: 2019 IEEE International Smart Cities Conference (ISC2), Casablanca, 14-17 October 2019.
- Gupta N, Crosby H, Purser D, Javis S & Guo W (2018) Twitter usage across industry: a spatiotemporal analysis. In: 2018 IEEE 4th International Conference on Big Data Computing Service and Applications (BigDataService), Bamberg, 26-29 March 2018.
- Li B, Zhao C & Guo W (2017) Non-linear signal detection for molecular communications. In: GLOBECOM 2017 - 2017 IEEE Global Communications Conference, Singapore, 4-8 December 2017.
- Yuan H, Guo W & Wang S (2016) Device-to-device communications in LTE-unlicensed heterogeneous network. In: 2016 IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Edinburgh, 3-6 July 2016.
- Qiu S, Asyhari T & Guo W (2016) Mobile Molecular Communications: Positional-Distance Codes. In: 2016 IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Edinburgh, 3-6 July 2016.
- Alshami A, Guo W & Pogrebna G (2016) Fuzzy partition technique for clustering Big Urban dataset. In: 2016 SAI Computing Conference (SAI), London, 13-15 July 2016.
- Farsad N, Guo W, Chae C & Eckford A (2016) Stable distributions as noise models for molecular communication. In: San Diego, San Diego, 6-10 December 2015.
- Guo W, Gupta N, Pogrebna G & Jarvis S (2016) Understanding happiness in cities using Twitter: jobs, children, and transport. In: 2016 IEEE International Smart Cities Conference (ISC2), Trento, 12 September 2018 - 15 September 2016.
- Guo W & Lu X (2016) London underground: Neighbourhood centrality and relation to urban geography. In: 2016 IEEE International Smart Cities Conference (ISC2), Trento, 12 September 2018 - 15 September 2016.
- Yuan H, Guo W & Wang s (2015) D2D multi-hop routing: collision probability and routing strategy with limited location information. In: 2015 IEEE International Conference on Communication Workshop (ICCW), London, 8-12 June 2015.
- Wu Y, Liu W, Wang S, Guo W & Chu X (2015) Network coding in device-to-device (D2D) communications underlaying cellular networks. In: 2015 IEEE International Conference on Communications (ICC), London, 8-12 June 2015.
- Guo W, Shami A & Wang Y (2015) Ubiquitous monitoring of human sunlight exposure in cities. In: 2015 IEEE First International Smart Cities Conference (ISC2), Guadalajara, 25-28 October 2015.
- Qiu S, Farsad N, Dong Y, Eckford A & Guo W (2015) Under-water molecular signalling: a hidden transmitter and absent receivers problem. In: 2015 IEEE International Conference on Communications (ICC), London, 8-12 June 2015.
- Wang L, Farsad N, Guo W, Magierowski S & Eckford A (2015) Molecular barcodes: information transmission via persistent chemical tags. In: 2015 IEEE International Conference on Communications (ICC), London, 8-12 June 2015.
- Qiu S, Guo W, Wang S, Farsad N & Eckford A (2014) A molecular communication link for monitoring in confined environments. In: 2014 IEEE International Conference on Communications Workshops (ICC), Sydney, 10-14 June 2014.
- Wang S, Guo W & McDonnell M (2014) Distance distributions for real cellular networks. In: 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Toronto, 27 April - 2 May 2014.
- Wang S, Guo W & McDonnell M (2014) Downlink interference estimation without feedback for heterogeneous network interference avoidance. In: 2014 21st International Conference on Telecommunications (ICT), Lisbon, 4-7 May 2014.
- Yuan H, Guo W & Wang S (2014) Emergency route selection for D2D cellular communications during an urban terrorist attack. In: 2014 IEEE International Conference on Communications Workshops (ICC), Sydney, 10-14 June 2014.
- Farsad N, Guo W & Eckford A (2014) Molecular communication link. In: 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Toronto, 27 April - 2 May 2014.
- Wu Y, Wang S, Guo W, Chu X & Zhang J (2014) Optimal resource management for device-to-device communications underlaying SC-FDMA systems. In: 2014 9th International Symposium on Communication Systems, Networks & Digital Sign (CSNDSP), Manchester, 23-25 July 2014.
- Wang S, Guo W, Qiu S & McDonnell M (2014) Performance of macro-scale molecular communications with sensor cleanse time. In: 2014 21st International Conference on Telecommunications (ICT), Lisbon, 4-7 May 2014.
- Wang S, Guo W & McDonnell M (2014) Transmit pulse shaping for molecular communications. In: 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Toronto, 27 April - 2 May 2014.
- Guo W, Devine C & Wang S (2014) Performance analysis of micro unmanned airborne communication relays for cellular networks. In: 2014 9th International Symposium on Communication Systems, Networks & Digital Sign (CSNDSP), Manchester, 23-25 July 2014.
- Guo W, Wang S & Chu X (2013) Capacity expression and power allocation for arbitrary modulation and coding rates. In: 2013 IEEE Wireless Communications and Networking Conference (WCNC), Shanghai, 7-10 April 2013.
- Guo W, Wang S, O'Farrell T & Fletcher S (2013) Energy consumption of 4G cellular networks: a London case study. In: 2013 IEEE 77th Vehicular Technology Conference (VTC Spring), Dresden, 2-5 June 2013.
- Nan E, Chu X, Guo W & Zhang J (2013) User data traffic analysis for 3G cellular networks. In: 2013 8th International Conference on Communications and Networking in China (CHINACOM), Guilin, 14-16 August 2013.
- Guo W, Wang S, Wu Y, Rigelsford J, Chu X & O'Farrell T (2013) Spectral-and energy-efficient antenna tilting in a HetNet using reinforcement learning. In: 2013 IEEE Wireless Communications and Networking Conference (WNC), Shanghai, 7-10 April 2013.
- Rigelsford J, Guo W & O'Farrell T (2012) A robust wide-area wireless sensor network for GNSS monitoring of flowing glaciers. In: 2012 Loughborough Antennas and Propagation Conference (LAPC), Loughborough, 12-13 November 2012.
- Guo W & O'Farrell T (2012) Capacity-energy-cost tradeoff in small cell networks. In: 2012 IEEE 75th Vehicular Technology Conference (VTC Spring), Yokohama, 6-9 May 2012.
- Guo W & O'Farrell T (2012) Dynamic cell expansion: traffic aware low energy cellular network. In: 2012 IEEE Vehicular Technology Conference (VTC Fall), Quebec City, 3-6 September 2012.
- Wang S, Guo W & O'Farrell T (2012) Energy efficiency evaluation of SISO and MIMO between LTE-femtocells and 802.11n networks. In: 2012 IEEE 75th Vehicular Technology Conference (VTC Spring), Yokohama, 6-9 May 2012.
- Guo W, Wang S, Turyagyenda C & O'Farrell T (2012) Integrated cross-layer energy savings in a smart and flexible cellular network. In: 2012 IEEE 1st International Conference on Communications in China Workshops (ICCC), Beijing, 15-17 August 2012.
- Turyagyenda C, O'Farrell T & Guo W (2012) Long term evolution downlink packet scheduling using a novel proportional-fair-energy policy. In: 2012 IEEE 75th Vehicular Technology Conference (VTC Spring), Yokohama, 6-9 May 2012.
- Wang S, Guo W & O{'}Farrell T (2012) Optimising femtocell placement in an interference limited network: theory and simulation. In: 2012 IEEE Vehicular Technology Conference (VTC Fall), Quebec City, 3-6 September 2012.
- Guo W & O'Farrell T (2012) Power-capacity-tradeoff for low energy interference limited cellular networks. In: 2012 IEEE 75th Vehicular Technology Conference (VTC Spring), Yokohama, 6-9 May 2012.
- Wang S, Guo W & O'Farrell T (2012) Two-tier cellular networks with frequency selective surface. In: 2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems, Liverpool, 25-27 June 2012.
- Guo W, Turyagyenda C, Hamdoun H, Wang S, Loskot P & O'Farrell T (2011) Towards a low energy LTE cellular network: architectures. In: 19th European Signal Processing Conference, Barcelona, 29 August - 2 September 2011.
- Guo W, Wassell I & Carrasco R (2011) Evolution game theoretic optimization of realistic cooperative networks using power control with imperfect feedback. In: 2011 IEEE International Conference on Communications (ICC), Kyoto, 5-9 June 2011.
- Guo W & O'Farrell T (2011) Green cellular network: deployment solutions, sensitivity and tradeoffs. In: 2011 Wireless Advanced, London, 20-22 June 2011.
- Guo W, Chatzigeorgiou I, Wassell I & Carrasco R (2010) Survey and analysis of power control for collaborative networks. In: 7th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP 2010), Newcastle Upon Tyne, 21-23 July 2010.
- Chatzigeorgiou I, Guo W, Wassell I & Carrasco R (2010) Error probability analysis of unselfish cooperation over quasi-static fading channels. In: 2010 IEEE 71st Vehicular Technology Conference, Taipei, 16 May - 24 June 2010.
- Guo W, Chatzigeorgiou I, Wassell I & Carrasco R (2010) Power control for turbo coded symmetrical collaborative networks. In: 2010 IEEE 11th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Marrakech, 20-23 June 2010.
- Guo W, Chatzigeorgiou I, Wassell I & Carrasco R (2009) Performance analysis and adaptive power control for block coded collaborative networks. In: IWCMC '09: International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, Leipzig, 21-24 June 2009.
- Chatzigeorgiou I, Guo W, Wassell I & Carrasco R (2008) Comparison of cooperative schemes using joint channel coding and high-order modulation. In: Communications, Control and Signal Processing, 2008. ISCCSP 2008. 3rd International Symposium on, St Julians, 12-14 March 2008.
- Sun SC, Li C, Wei Z, Tsourdos A & Guo W Scalable partial explainability in neural networks via flexible activation functions. In: 35th AAAI Conference on Artificial Intelligence, Online, 2-9 February 2021.
Books
- Wang S & Guo W (2014) Sustainable growth for cellular wireless networks. In: Handbook of research on progressive trends in wireless communications and networking, Hershey, PA: IGI Global, p. 18-43.
- Guo W, Chen M & Vasilakos A (2013) Energy-efficient architectures and techniques. In: Heterogeneous cellular networks: theory, simulation and deployment, Cambridge: Cambridge University Press, p. 426-452.