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Professor Douglas Leith
Professor of Computer Systems, Computer Science

Biography

Doug Leith graduated from the University of Glasgow in 1986 and was awarded his PhD, also from the University of Glasgow, in 1989. Prof. Leith moved to the National University of Ireland, Maynooth in 2001 to establish the Hamilton Institute (www.hamilton.ie) of which he was founding Director from 2001-2014. In Dec 2014, Prof Leith moved to Trinity College Dublin to take up the Chair of Computer Systems in the School of Computer Science and Statistics. His current research interests include machine learning (especially multi-arm bandits, reinforcement learning and online optimisation), recommender systems, data privacy in mobile handsets and privacy enhanced machine learning.

Publications and Further Research Outputs

Peer-Reviewed Publications

Sulthana Shams, Douglas Leith, Evaluating Impact of User-Cluster Targeted Attacks in Matrix Factorisation Recommenders, ACM Transactions on Recommender Systems, 3, (2), 2025, p1-34 Journal Article, 2025 DOI

Mohamed Suliman, Douglas Leith, Two Models are Better Than One: Federated Learning is Not Private for Google GBoard Next Word Prediction, Lecture Notes in Computer Science, 2024, p105-122 Book Chapter, 2024 DOI

Mohamed Suliman and Swanand Kadhe and Anisa Halimi and Douglas Leith and Nathalie Baracaldo and Ambrish Rawat, Data Forging Is Harder Than You Think, Privacy Regulation and Protection in Machine Learning, 2024 Conference Paper, 2024

Anderson, D. and Iosifidis, G. and Leith, D.J., Lazy Lagrangians for Optimistic Learning With Budget Constraints, IEEE/ACM Transactions on Networking, 2023, p1-15 Journal Article, 2023 DOI

Mhaisen, Naram, Iosifidis, George, Leith, Douglas, Online Caching with no Regret: Optimistic Learning via Recommendations, IEEE Transactions on Mobile Computing, 2023, p1-17 Journal Article, 2023 DOI

Towards Quantifying the Privacy of Redacted Text in, Springer Nature Switzerland, 2023, pp423-429 , [Gusain, Vaibhav, Leith, Douglas] Book Chapter, 2023 DOI

What Data Do the Google Dialer and Messages Apps on Android Send to Google? in, Springer Nature Switzerland, 2023, pp549-568 , [Leith, Douglas J.] Book Chapter, 2023 DOI

Liu, Haoyu, Leith, Douglas J., Patras, Paul, Android OS Privacy Under the Loupe -- A Tale from the East, ACM, 2023 Conference Paper, 2023 DOI

Rajapakse, Dilina Chandika, Leith, Douglas, User Cold-Start Learning In Recommender Systems Using Monte Carlo Tree Search, ACM Transactions on Recommender Systems, 2023 Journal Article, 2023 DOI

Liu, Haoyu, Patras, Paul, Leith, Douglas J., On the data privacy practices of Android OEMs, PLOS ONE, 18, (1), 2023, pe0279942 Journal Article, 2023 DOI

Mhaisen, N. and Iosifidis, G. and Leith, D., Online Caching with Optimistic Learning, 2022 Conference Paper, 2022 DOI

Dilina Chandika Rajapakse, Douglas Leith, Fast and Accurate User Cold-Start Learning Using Monte Carlo Tree Search, 2022 Conference Paper, 2022 DOI

Douglad Leith and George Iosifidis, Penalised FTRL With Time-Varying Constraints, European Conference on Machine Learning, 2022 Conference Paper, 2022

Galanopoulos, A. and Iosifidis, G. and Salonidis, T. and Leith, D.J., Selective Edge Computing for Mobile Analytics, IEEE Transactions on Network and Service Management, 2022, p1-1 Journal Article, 2022 DOI

David Young, Douglas Leith, High Accuracy and Low Regret for User-Cold-Start Using Latent Bandits, 2022 Conference Paper, 2022 DOI

Suliman, Mohamed, Leith, Douglas J., Gradient Information from Google GBoard NWP LSTM is Sufficient to Reconstruct Words Typed, IEEE, 2022 Conference Paper, 2022 DOI

Shams, Sulthana, Leith, Douglas J., Improving Resistance of Matrix Factorization Recommenders To Data Poisoning Attacks, IEEE, 2022 Conference Paper, 2022 DOI

Anderson, D., Iosifidis, G., Leith, D.J., Lazy Lagrangians with Predictions for Online Learning, arXiv, 2022 Journal Article, 2022

Leith, Douglas J., Farrell, Stephen, Measurement-based evaluation of Google/Apple Exposure Notification API for proximity detection in a commuter bus, PLOS ONE, 16, (4), 2021, pe0250826 Journal Article, 2021 DOI

Kariem Fahmi, Douglas Leith, Smart replication for seamless and efficient real time communication in underground railway train, 2021 Conference Paper, 2021 DOI

Kariem Fahmi and Douglas Leith and Stepan Kucera and Holger Claussen, BOOST: Transport-Layer Multi-Connectivity Solution for Multi-Wan Routers, 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet), 2021 Journal Article, 2021 DOI

Douglas J. Leith, Web Browser Privacy: What Do Browsers Say When They Phone Home?, IEEE Access, 2021, p1--1 Journal Article, 2021 DOI

Francesco Gringoli and Douglas J. Leith, Low-delay high-rate operation of 802.11ac WLAN downlink: Nonlinear controller analysis & design, Computer Networks, 197, 2021, p108325 Journal Article, 2021 DOI

Douglas J. Leith, Stephen Farrell, Google/Apple Exposure Notification Due Diligence, Proceedings 2021 Innovative Secure IT Technologies against COVID-19 Workshop, 2021 Journal Article, 2021 DOI

Anderson, D., Leith, D., Online Lazy Gradient Descent is Universal on Strongly Convex Domains, Advances in Neural Information Processing Systems, 8, 2021, p5874-5884 Journal Article, 2021

Kariem Fahmi and Douglas Leith and Stepan Kucera and Holger Claussen, Understanding MPTCP in Multi-WAN Routers: Measurements and System Design, 2021 IEEE 46th Conference on Local Computer Networks (LCN), 2021 Journal Article, 2021 DOI

Gringoli, F., Leith, D.J., Modelling downlink packet aggregation in paced 802.11ac WLANs, arXiv, 2021 Journal Article, 2021

Sulthana Shams, Daron Anderson, Douglas Leith, Cluster-Based Bandits: Fast Cold-Start for Recommender System New Users, Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021 Journal Article, 2021 DOI

Francesco Gringoli, Douglas J. Leith, Modelling Downlink Aggregation in Paced WLANs, Proceedings of the 19th ACM International Symposium on Mobility Management and Wireless Access, 2021 Journal Article, 2021 DOI

Douglas J. Leith, Mobile Handset Privacy: Measuring the Data iOS and Android Send to Apple and Google, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 2021, p231--251 Journal Article, 2021 DOI

Francesco Gringoli and Douglas J. Leith, Low-Delay Proportional Fair Rate Allocation For 802.11ac WLAN Downlink, 2021 IEEE International Conference on Communications Workshops (ICC Workshops), 2021 Journal Article, 2021 DOI

Douglas J. Leith, Stephen Farrell, Contact Tracing App Privacy: What Data Is Shared By Europe"s GAEN Contact Tracing Apps, IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, 2021 Journal Article, 2021 DOI

Hassani, Hamid, Gringoli, Francesco, Leith, Douglas J., Quick & plenty: Achieving low delay & high rate in 802.11ac edge networks, Computer Networks, 187, 2021, p107820 Journal Article, 2021 DOI

Alessandro Checco, Lorenzo Bracciale, Douglas J. Leith, Giuseppe Bianchi, OpenNym : Privacy preserving recommending via pseudonymous group authentication, SECURITY AND PRIVACY, 2021 Journal Article, 2021 DOI

Apostolos Galanopoulos, Jose A. Ayala-Romero, Douglas J. Leith, George Iosifidis, AutoML for Video Analytics with Edge Computing, INFOCOM, IEEE, 2021 Conference Paper, 2021 DOI

Fahmi, Kariem, Leith, Douglas J., Kucera, Stepan, Claussen, Holger, SOS: Stochastic Object-aware Scheduler for low delay communication over multiple wireless paths, ICC, IEEE, 2020 Conference Paper, 2020 DOI

Douglas J. Leith, Stephen Farrell, Coronavirus contact tracing, ACM SIGCOMM Computer Communication Review, 50, (4), 2020, p66--74 Journal Article, 2020 DOI

Anderson, D., Leith, D., Lazy Online Gradient Descent is Universal on Polytopes, arXiv, 2020 Journal Article, 2020

Hassani, Hamid, Gringoli, Francesco, Leith, Douglas J., Regulating Aggregation Level For Low Latency in 802.11ac, Mediterranean Communication and Computer Networking Conference (MedComNet), IEEE, 2020, pp1 - 7 Conference Paper, 2020 DOI

Galanopoulos, Apostolos, Valls, Victor, Iosifidis, George, Leith, Douglas J., Measurement-driven Analysis of an Edge-Assisted Object Recognition System, ICC, IEEE, 2020 Conference Paper, 2020 DOI

Galanopoulos, Apostolos, Tasiopoulos, Argyrios G., Iosifidis, George, Salonidis, Theodoros, Leith, Douglas J., Improving IoT Analytics through Selective Edge Execution, ICC, IEEE, 2020 Conference Paper, 2020 DOI

Leith, D.J., Farrell, S., Coronavirus Contact Tracing: Evaluating The Potential Of Using Bluetooth Received Signal Strength For Proximity Detection, arXiv, 2020 Journal Article, 2020

Galanopoulos, Apostolos, Valls, Victor, Leith, Douglas J., Iosifidis, George, Dynamic Scheduling for IoT Analytics at the Edge, IEEE 21st International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM), IEEE, 2020 Conference Paper, 2020 DOI

Galanopoulos, Apostolos, Ayala-Romero, Jose A., Iosifidis, George, Leith, Douglas J., Bayesian Online Learning for MEC Object Recognition Systems, GLOBECOM, IEEE, 2020, pp1 - 6 Conference Paper, 2020 DOI

Leith, Douglas J., Farrell, Stephen, Measurement-based evaluation of Google/Apple Exposure Notification API for proximity detection in a light-rail tram, PLOS ONE, 15, (9), 2020, pe0239943 Journal Article, 2020 DOI

Leith, Douglas J., Farrell, Stephen, Coronavirus Contact Tracing App Privacy: What Data Is Shared by the Singapore OpenTrace App?, Securecom, Springer International Publishing, 2020, pp80-96 Conference Paper, 2020 DOI

Saman Feghhi, Douglas J. Leith, An Efficient Web Traffic Defence Against Timing-Analysis Attacks, IEEE Transactions on Information Forensics and Security, 14, (2), 2019, p525--540 Journal Article, 2019 DOI URL

Pablo Garrido, Douglas J. Leith, Ramon Aguero, Joint Scheduling and Coding for Low In-Order Delivery Delay Over Lossy Paths With Delayed Feedback, IEEE/ACM Transactions on Networking, 27, (5), 2019, p1987--2000 Journal Article, 2019 DOI

Valls, V., Iosifidis, G., Leith, D.J., Tassiulas, L., Online convex optimization with perturbed constraints, arXiv, 2019 Journal Article, 2019

IEEE/ACM Transactions on Networking, (2018), Douglas Leith, [eds.], 4 Journal, 2018

Ying Cui, Muriel Médard, Edmund Yeh, Douglas Leith, an Lai, and Ken R. Duffy, A Linear Network Code Construction for General Integer Connections Based on the Constraint Satisfaction Problem, IEEE Transactions on Networking, 25, (6), 2018 Journal Article, 2018 DOI

Chatzieleftheriou, George Iosifidis, Iordanis Koutsopoulos, Douglas Leith, Towards Resource-efficient Wireless Edge Analytics for Mobile Augmented Reality Applications , Proc International Symposium on Wireless Communication Systems , 2018 Conference Paper, 2018 URL DOI

A. Checco, C. Lancia, D. J. Leith, Updating Neighbour Cell List via Crowdsourced User Reports: A Framework for Measuring Time Performance, Wireless Communications and Mobile Computing, 2018, 2018, p1--11 Journal Article, 2018 DOI URL

Victor Valls, Douglas J. Leith, A Convex Optimization Approach to Discrete Optimal Control, IEEE Transactions on Automatic Control, 2018, p1--1 Journal Article, 2018 DOI URL

Pol Mac Aonghusa, Douglas J. Leith, Plausible Deniability in Web Search -- From Detection to Assessment, IEEE Transactions on Information Forensics & Security, 13, (4), 2018, p874 - 887 Journal Article, 2018 URL DOI

Garcia-Saavedra, Andres, Iosifidis, George, Costa-Perez, Xavier, Leith, Douglas J., Joint Optimization of Edge Computing Architectures and Radio Access Networks, IEEE Journal on Selected Areas in Communications, 36, (11), 2018, p2433-2443 Journal Article, 2018 DOI URL

IEEE Journal of Selected Areas in Communications, (2018), Douglas Leith, [eds.], 3 Journal, 2018

Alessandro Checco, Douglas Leith, Using Crowd sourcing for Local Topology Discovery in Wireless Networks, Wireless Communications and Mobile Computing, 2018 Journal Article, 2018 URL DOI TARA - Full Text

Garcia-Saavedra, Andres, Patras, Paul, Valls, Victor, Costa-Perez, Xavier, Leith, Douglas J., ORLA/OLAA: Orthogonal Coexistence of LAA and WiFi in Unlicensed Spectrum, IEEE/ACM Transactions on Networking, 26, (6), 2018, p2665-2678 Journal Article, 2018 URL DOI

Andres Garcia-Saavedra, Xavier Costa-Perez,Douglas J. Leith, George Iosifidis, FluidRAN: Optimized vRAN/MEC Orchestration , IEEE INFOCOM , 2018 Conference Paper, 2018 URL DOI

Julien Monteil, Melanie Bouroche, Douglas J. Leith, L1 and L2 Stability Analysis of Heterogeneous Traffic With Application to Parameter Optimization for the Control of Automated Vehicles, IEEE Transactions on Control Systems Technology, 2018, p1--16 Journal Article, 2018 URL DOI

Alessandro Checco, Giuseppe Bianchi, Douglas J. Leith, BLC: Private Matrix Factorization Recommenders via Automatic Group Learning, ACM Transactions on Privacy and Security, 20, (2), 2017, p1--25 Journal Article, 2017 URL DOI

Saman Feghhi, Douglas J. Leith, Time and Place: Robustness of a Traffic Analysis Attack Against Web Traffic, IEEE Consumer Communications & Networking Conference (CCNC), 2017 Conference Paper, 2017 URL DOI

Alessandro Checco, Doug J. Leith, Fast, Responsive Decentralized Graph Coloring, IEEE/ACM Transactions on Networking, 2017, p1--13 Journal Article, 2017 DOI URL

Cristina Cano, Douglas J. Leith, Andres Garcia-Saavedra, Pablo Serrano, Fair Coexistence of Scheduled and Random Access Wireless Networks: Unlicensed LTE/WiFi, IEEE/ACM Transactions on Networking, 2017, p1--15 Journal Article, 2017 URL DOI

Douglas Leith, Privacy as a Service, Santander, Spain, 2017 Invited Talk, 2017

Naoise Holohan, Douglas J. Leith, Oliver Mason, Extreme points of the local differential privacy polytope, Linear Algebra and its Applications, 2017 Journal Article, 2017 DOI URL

Xiaomin Chen, Douglas Leith, Multi-destination Aggregation with Binary Symmetric Broadcast Channel Based Coding in 802.11 WLANs , Wireless Networks, 2017 Journal Article, 2017 DOI URL

Andres Garcia-Saavedra, Mohammad Karzand, Douglas J. Leith, Low Delay Random Linear Coding and Scheduling Over Multiple Interfaces , IEEE Trans on Mobile Computing, 2017 Journal Article, 2017 DOI URL

Bahar Partov, Douglas J. Leith, Alessandro Checco, Recommending Access Points to Individual Mobile Users via Automatic Group Learning , Proc ICC, 2017 Conference Paper, 2017 DOI URL

Naoise Holohan, Douglas J. Leith, Oliver Mason, Optimal Differentially Private Mechanisms for Randomised Response, IEEE Transactions on Information Forensics and Security, 12, (11), 2017, p2726--2735 Journal Article, 2017 URL DOI

Victor Valls, Douglas Leith, Asynchronous Primal Updates in Dual Subgradient Methods via Approximate Lagrange Multipliers, IEEE Allerton Conference, 2017 Conference Paper, 2017 DOI URL

Bahar Partov, Douglas J. Leith, Utility Fair Rate Allocation in LTE/802.11 Networks, IEEE/ACM Transactions on Networking, 2016, p13 - 1 Journal Article, 2016 DOI URL

Victor Valls, Douglas J. Leith, Stochastic subgradient methods with approximate Lagrange multipliers, 2016 IEEE 55th Conference on Decision and Control (CDC), 2016 Journal Article, 2016 DOI URL

Cristina Cano, David Lopez-Perez, Holger Claussen, Douglas J. Leith, Using LTE in Unlicensed Bands: Potential Benefits and Coexistence Issues, IEEE Communications Magazine, 54, (12), 2016, p116--123 Journal Article, 2016 URL DOI

Naoise Holohan, Douglas J. Leith, Oliver Mason, Differentially private response mechanisms on categorical data, Discrete Applied Mathematics, 211, 2016, p86--98 Journal Article, 2016 URL DOI

Saman Feghhi, Douglas J. Leith, Mohammad Karzand, Proportional fair rate allocation for private shared networks, IEEE Symposium on Computers and Communication (ISCC), 2016 Conference Paper, 2016 URL DOI

V.Valls, D.J.Leith, Stochastic Subgradient Methods with Approximate Lagrange Multipliers, Proc IEEE Conference on Decision and Control, 2016 Conference Paper, 2016 URL DOI

Saman Feghhi, Douglas J. Leith, A Web Traffic Analysis Attack Using Only Timing Information, IEEE Transactions on Information Forensics and Security, 11, (8), 2016, p1747--1759 Journal Article, 2016 DOI URL

Victor Valls, Andres Garcia-Saavedra, Xavier Costa, Douglas J. Leith, Maximizing LTE Capacity in Unlicensed Bands (LTE-U/LAA) While Fairly Coexisting With 802.11 WLANs, IEEE Communications Letters, 20, (6), 2016, p1219--1222 Journal Article, 2016 URL DOI

Saman Feghhi, John Keeney, Liam Fallon, Douglas J. Leith, Diagnosing Channel Issues using GTP Protocol Messages in LTE Core Networks, The 15th IEEE/IFIP Network Operations and Management Symposium (NOMS 2016), Istanbul, Turkey, 25-29 APRIL 2016, 2016 Conference Paper, 2016 TARA - Full Text DOI

Pól Mac Aonghusa, Douglas J. Leith, Don't Let Google Know I'm Lonely, TOPS, 19, (1), 2016, p1--25 Journal Article, 2016 DOI URL

V. Valls and D. J. Leith, Subgradient Methods with Perturbations in Network Problems, 54th Annual Allerton Conference on Communication, Control, and Computing , 2016 Conference Paper, 2016 URL DOI

Ismael Gomez-Miguelez, Andres Garcia-Saavedra, Paul D. Sutton, Pablo Serrano, Cristina Cano, Doug J. Leith, srsLTE, Proceedings of the Tenth ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation, and Characterization - WiNTECH '16, 2016 Conference Paper, 2016 DOI URL

Saman Feghhi, Douglas J. Leith, A first-hop traffic analysis attack against a femtocell, 13th IEEE Annual Consumer Communications & Networking Conference (CCNC), 2016 Conference Paper, 2016 DOI URL

Cristina Cano, Douglas J. Leith, Unlicensed LTE/WiFi coexistence: Is LBT inherently fairer than CSAT?, IEEE International Conference on Communications (ICC), 2016 Conference Paper, 2016 URL DOI

Paul Patras, Andrés Garcia-Saavedra, David Malone, Douglas J. Leith, Rigorous and practical proportional-fair allocation for multi-rate Wi-Fi, Ad Hoc Networks, 36, 2016, p21--34 Journal Article, 2016 DOI URL

Douglas J. Leith, Mohammad Karzand, Optimising rateless codes with delayed feedback to minimise in-order delivery delay, IEEE International Conference on Communications (ICC), 2016 Conference Paper, 2016 DOI URL

Bahar Partov, Douglas J. Leith, Experimental evaluation of multi-path schedulers for LTE/wi-fi devices, Proceedings of the Tenth ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation, and Characterization - WiNTECH '16, 2016 Conference Paper, 2016 URL DOI

Miguel Baguena Albaladejo, Douglas J. Leith, Pietro Manzoni, Measurement-based modelling of LTE performance in Dublin city, 2016 Conference Paper, 2016 URL DOI

Bahar Partov and Douglas J. Leith and Rouzbeh Razavi, Utility Fair Optimization of Antenna Tilt Angles in LTE Networks, IEEE/ACM Transactions on Networking, 2015, p1 - 1, p1-1 Journal Article, 2015 DOI URL

Jason Cloud and Douglas J. Leith and Muriel Medard, A Coded Generalization of Selective Repeat ARQ, IEEE INFOCOM, 2015, pp1 - 10 Conference Paper, 2015 DOI URL

Jason Cloud, Douglas Leith, Muriel Medard, A coded generalization of selective repeat ARQ, 2015 IEEE Conference on Computer Communications (INFOCOM), 2015 Journal Article, 2015 DOI URL

Xiaomin Chen and Douglas J. Leith, Corrupted Frames in Outdoor 802.11 WLANs Provide a Hybrid BSC/Packet Erasure Channel, IEEE International Conference on Communications (ICC), 2015 Conference Paper, 2015 DOI URL

Ying Cui and Muriel Medard and Edmund Yeh and Douglas J Leith, Optimization-Based Linear Network Coding for General Connections of Continuous Flows, IEEE International Conference on Communications (ICC) , 2015 Conference Paper, 2015 DOI URL

Ying Cui, Muriel Medard, Dhaivat Pandya, Edmund Yeh, Douglas Leith, Ken Duffy, A Linear Network Code Construction for General Integer Connections Based on the Constraint Satisfaction Problem, 2015 IEEE Global Communications Conference (GLOBECOM), 2015 Conference Paper, 2015 DOI URL

Victor Valls, Douglas J. Leith, Max-Weight Revisited: Sequences of Nonconvex Optimizations Solving Convex Optimizations, IEEE/ACM Trans. Networking, 2015, p1--1 Journal Article, 2015 DOI URL

Alessandro Checco and Douglas J. Leith, Fair Virtualization of 802.11 Networks, IEEE/ACM Transactions on Networking, 2015, p1 - 1, p1-1 Journal Article, 2015 URL DOI

Xiaomin Chen, Douglas Leith, Frames in outdoor 802.11 WLANs provide a hybrid binary-symmetric/packet-erasure channel, 2015 IEEE International Conference on Communications (ICC), 2015 Journal Article, 2015 URL DOI

Vıctor Valls, Douglas J. Leith, Leith Dual Subgradient Methods Using Approximate Multipliers, Proc IEEE Allerton Conference , 2015 Conference Paper, 2015 URL DOI

Bahar Partov, Douglas J. Leith, Utility Fair RAT Selection in Multi-Homed LTE/802.11 Networks, Proc IEEE Allerton Conference , 2015 Conference Paper, 2015 URL DOI

Bahar Partov and Douglas J. Leith and Rouzbeh Razavi and Holger Clausen, Dynamic Idle Mode Control in Small Cell Networks, IEEE International Conference on Communications (ICC), 2015 Conference Paper, 2015 DOI URL

Naoise Holohan, Douglas J. Leith, Oliver Mason, Differential privacy in metric spaces: Numerical, categorical and functional data under the one roof, Information Sciences, 305, 2015, p256--268 Journal Article, 2015 DOI URL

Cristina Cano, Douglas J. Leith, Coexistence of WiFi and LTE in unlicensed bands: A proportional fair allocation scheme, 2015 IEEE International Conference on Communication Workshop (ICCW), 2015 Journal Article, 2015 URL DOI

Paul Patras, Hessan Feghhi, David Malone, Douglas Leith, Policing 802.11 MAC Misbehaviours, IEEE Trans. on Mobile Comput., 2015, p1--1 Journal Article, 2015 URL DOI

Victor Valls, Douglas J. Leith, Dual subgradient methods using approximate multipliers, 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2015 Conference Paper, 2015 DOI URL

Karumbu Premkumar and Xiaomin Chen and Douglas J. Leith, Proportional Fair Coding for Wireless Mesh Networks, IEEE/ACM Transactions on Networking, 2014, p1 - 1, p1-1 Journal Article, 2014 URL DOI

Jason Cloud, Douglas Leith, and Muriel Medard, Network Coded TCP (CTCP) Performance over Satellite Networks, Proc SPACOMM, 2014, pp53 - 56 Conference Paper, 2014 URL

Mohammad Karzand, Douglas J. Leith, Low Delay Random Linear Coding Over a Stream, 52nd Annual Allerton Conference on Communication, Control, and Computing, 2014, pp1 - 6 Conference Paper, 2014 DOI URL

MinJi Kim and Jason Cloud and Ali ParandehGheibi and Leonardo Urbina and Kerim Fouli and Douglas J. Leith and Muriel Medard, Congestion control for coded transport layers, IEEE International Conference on Communications (ICC), 2014 Conference Paper, 2014 URL DOI

Hua Guo and Sheng-Wen Yu and Douglas Leith, Opportunistic Cooperative Reliable Transmission Protocol for Wireless Sensor Networks, Journal of Networks, 9, (4), 2014, p1040 - 1046, p1040-1046 Journal Article, 2014 DOI URL

Bahar Partov and Douglas Leith and Rouzbeh Razavi, Energy-Aware Configuration of Small Cell Networks, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC), 2014 Conference Paper, 2014 DOI URL

Albert Banchs and Jorge Ortin and Andres Garcia-Saavedra and Douglas J. Leith and Pablo Serrano, Thwarting Selfish Behavior in 802.11 WLANs, IEEE/ACM Transactions on Networking, 2014, p1 - 1, p1-1 Journal Article, 2014 URL DOI

V. Valls and D.J.Leith, On the Relationship Between Queues and Multipliers, Proc 52nd Annual Allerton Conference on Communication, Control, and Computing, 2014, pp1 - 6 Conference Paper, 2014 DOI URL

Bahar Partov, Douglas J. Leith, Rouzbeh Razavi, Tilt angle adaptation in LTE networks with advanced interference mitigation, 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC), 2014 Journal Article, 2014 DOI URL

V.Valls and D.J.Leith, Proportional Fair MU-MIMO in 802.11 WLANs, IEEE Wireless Communications Letters, 3, (2), 2014, p221 - 224, p221-224 Journal Article, 2014 DOI URL

B.Zarikoff and D.J.Leith, Measuring Pulsed Interference in 802.11 Links, IEEE/ACM Transactions on Networking, 21, (2), 2013, p509 - 521 Journal Article, 2013 DOI URL

Ken R. Duffy and Charles Bordenave and Douglas J. Leith, Decentralized Constraint Satisfaction, IEEE/ACM Transactions on Networking, 21, (4), 2013, p1298 - 1308, p1298-1308 Journal Article, 2013 DOI URL

Alessandro Checco and Douglas J. Leith, Learning-Based Constraint Satisfaction With Sensing Restrictions, IEEE Journal of Selected Topics in Signal Processing, 7, (5), 2013, p811 - 820, p811-820 Journal Article, 2013 URL DOI

Xiaomin Chen and Vijay G. Subramanian and Douglas J. Leith, PHY modulation/rate control for fountain codes in 802.11a/g WLANs, Physical Communication, 9, 2013, p135 - 144, p135-144 Journal Article, 2013 DOI URL

Yi-Hung Wei and Quan Leng and Song Han and Aloysius K. Mok and Wenlong Zhang and Masayoshi Tomizuka and Tianji Li and David Malone and Douglas Leith, RT-WiFi, ACM SIGBED Review, 10, (2), 2013, p28 - 28, p28-28 Journal Article, 2013 DOI URL

V.G.Subramanian and D.J.Leith, On the Rate Region of CSMA/CA WLANs, IEEE Transactions on Information Theory, 59, (6), 2013, p3932 - 3938 Journal Article, 2013 URL DOI

Xiaomin Chen and Vijay Subramanian and Douglas Leith, An upper bound on the packet error rate of 802.11a/g Viterbi soft decision decoding in the AWGN channel, 2012 IFIP Wireless Days, 2012, pp1 - 4, pp1-4 Conference Paper, 2012 URL DOI

Roberto Riggio and Douglas J. Leith, A measurement-based model of energy consumption in femtocells, 2012 IFIP Wireless Days, 2012, pp1 - 5, pp1-5 Conference Paper, 2012 DOI URL

Giuseppe Bianchi and Ken Duffy and Douglas J. Leith and Vsevolod Shneer, Modeling conservative updates in multi-hash approximate count sketches., International Teletraffic Congress, 2012, pp1 - 8 Conference Paper, 2012 URL

Alessandro Checco and Rouzbeh Razavi and Douglas J. Leith and Holger Claussen, Self-configuration of scrambling codes for WCDMA small cell networks, 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC), 2012, pp149 - 154, pp149-154 Conference Paper, 2012 URL DOI

Xiaomin Chen and D.J.Leith, Proportional Fair Coding for 802.11 WLANs, IEEE Wireless Communication Letters, 1, (5), 2012, p468 - 471 Journal Article, 2012 URL DOI

Binary Symmetric Channel Based Aggregation with Coding for 802.11n WLANs in, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 2012, pp256 - 273, [Xiaomin Chen and Vijay G. Subramanian and Douglas J. Leith] Book Chapter, 2012 DOI URL

Brad W. Zarikoff and Douglas J. Leith, Analysis of radar detection probabilities in time division duplexed systems, 2012 IEEE International Conference on Communications (ICC), 2012, pp1698 - 1702, pp1698 - 1702 Conference Paper, 2012 DOI URL

D.J. Leith and P. Clifford and V. Badarla and D. Malone, WLAN channel selection without communication, Computer Networks, 56, (4), 2012, p1424 - 1441, p1424-1441 Journal Article, 2012 DOI URL

Douglas J. Leith and Brad Zarikoff, Non-parametric maximum likelihood estimation of pulsed interference on wireless links, 2012 9th Annual Conference on Wireless On-Demand Network Systems and Services (WONS), 2012, pp55 - 58, pp55 - 58 Conference Paper, 2012 URL DOI

Minyu Fang and David Malone and Ken R. Duffy and Douglas J. Leith, Decentralised learning MACs for collision-free access in WLANs, Wireless Networks, 19, (1), 2012, p83 - 98, p83-98 Journal Article, 2012 DOI URL

Brad Zarikoff and Douglas J. Leith, A Non-Parametric Approach to Estimating Ambient Noise Levels in the Presence of Bursty Interference, IEEE Wireless Communications Letters, 1, (2), 2012, p69 - 72, p69-72 Journal Article, 2012 DOI URL

D. J. Leith and Qizhi Cao and V. G. Subramanian, Max-Min Fairness in 802.11 Mesh Networks, IEEE/ACM Transactions on Networking, 20, (3), 2012, p756 - 769, p756-769 Journal Article, 2012 URL DOI

Song Han and Tianji Li and Chen Qian and Douglas Leith and Aloysius K. Mok and Simon S. Lam, HartFi, Proceedings of the 2nd ACM SIGCOMM workshop on Green networking - GreenNets '11, 2011, pp25 - 30 Conference Paper, 2011 DOI URL

Tianji Li and Douglas Leith and David Malone, Buffer Sizing for 802.11-Based Networks, IEEE/ACM Transactions on Networking, 19, (1), 2011, p156 - 169, p156-169 Journal Article, 2011 URL DOI

K. Premkumar and Xiaomin Chen and Douglas J. Leith, Utility optimal coding for packet transmission over wireless networks - Part I: Networks of binary symmetric channels, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2011, pp1592 - 1599 Conference Paper, 2011 DOI URL

A. Checco and D. J. Leith, Proportional Fairness in 802.11 Wireless LANs, IEEE Communications Letters, 15, (8), 2011, p807 - 809 Journal Article, 2011 DOI URL

I Dangerfield and D Malone and D J Leith, Incentivising Fairness and Policing Nodes in WiFi, IEEE Communications Letters, 15, (5), 2011, p500 - 502, p500-502 Journal Article, 2011 URL DOI

K. Premkumar and Xiaomin Chen and Douglas J. Leith, Utility optimal coding for packet transmission over wireless networks - Part II: Networks of packet erasure channels, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2011, pp1600 - 1606 Conference Paper, 2011 DOI URL

Douglas J. Leith and Vijay G. Subramanian, Utility fairness in 802.11-based wireless mesh networks, 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2010, pp961 - 968, pp961-968 Conference Paper, 2010 DOI URL

Douglas J. Leith and David Malone, Field measurements of 802.11 collision, noise and hidden-node loss rates., WiOpt, 2010, pp412 - 417 Conference Paper, 2010 URL

Douglas Leith and Vijay Subramanian and Ken Duffy, Log-convexity of rate region in 802.11e WLANs, IEEE Communications Letters, 14, (1), 2010, p57 - 59, p57-59 Journal Article, 2010 URL DOI

Dinkar Vasudevan and Vijay G. Subramanian and Douglas J. Leith, Scheduling jobs with hard deadlines over Multiple Access and Degraded Broadcast Channels, 2010 IEEE International Symposium on Information Theory, 2010, pp490 - 494, pp490-494 Conference Paper, 2010 DOI URL

Laetitia Chapel and Douglas J. Leith, Sparse input matrix and state estimation for linear systems, 49th IEEE Conference on Decision and Control (CDC), 2010, pp4441 - 4446, pp4441-4446 Conference Paper, 2010 DOI URL

Douglas J. Leith and Dinkar Vasudevan, Coding packets over reordering channels, 2010 IEEE International Symposium on Information Theory, 2010, pp2458 - 2462, pp2458-2462 Conference Paper, 2010 URL DOI

Tianji Li and Douglas Leith and Lili Qiu, Opportunistic Routing for Interactive Traffic in Wireless Networks, 2010 IEEE 30th International Conference on Distributed Computing Systems, 2010, pp458 - 467, pp458-467 Conference Paper, 2010 DOI URL

Douglas J. Leith and Qizhi Cao and Vijay G. Subramanian, Realising max-min fairness in 802.11e mesh networks, IEEE 5th International Symposium on Wireless Pervasive Computing 2010, 2010, pp424 - 429, pp424-429 Conference Paper, 2010 DOI URL

Domenico Giustiniano and David Malone and Douglas J. Leith and Konstantina Papagiannaki, Measuring Transmission Opportunities in 802.11 Links, IEEE/ACM Transactions on Networking, 18, (5), 2010, p1516 - 1529 Journal Article, 2010 DOI URL

Dinkar Vasudevan and Vijay G. Subramanian and Douglas J. Leith, On ARQ for packet erasure channels with bernoulli arrivals, 2010 IEEE International Symposium on Information Theory, 2010, pp1793 - 1797, pp1793-1797 Conference Paper, 2010 URL DOI

Douglas Leith, David Malone, Domenico Giustiniano, 'Method and Apparatus for Estimating Link Quality', US, 2009 Patent, 2009 URL

Vijay Subramanian and Ken Duffy and Douglas Leith, Existence and uniqueness of fair rate allocations in lossy wireless networks, IEEE Transactions on Wireless Communications, 8, (7), 2009, p3401 - 3406, p3401-3406 Journal Article, 2009 URL DOI

Qizhi Cao and Tianji Li and Douglas Leith, Achieving fairness in lossy 802.11e wireless multi-hop mesh networks, 2009 IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009, pp645 - 650, pp645-650 Conference Paper, 2009 URL DOI

Tianji Li and Qiang Ni and David Malone and Douglas Leith and Yang Xiao and Thierry Turletti, Aggregation With Fragment Retransmission for Very High-Speed WLANs, IEEE/ACM Transactions on Networking, 17, (2), 2009, p591 - 604, p591-604 Journal Article, 2009 URL DOI

Tianji Li and Douglas J. Leith and Venkataramana Badarla and David Malone and Qizhi Cao, Achieving End-to-end Fairness in 802.11e Based Wireless Multi-Hop Mesh Networks Without Coordination, Mobile Networks and Applications, 16, (1), 2009, p17 - 34, p17-34 Journal Article, 2009 DOI URL

Inferring Queue State by Measuring Delay in a WiFi Network in, Lecture Notes in Computer Science, 2009, pp8 - 16, [David Malone and Douglas J Leith and Ian Dangerfield] Book Chapter, 2009 URL DOI

Venkataramana Badarla and Vijay Subramanian and Douglas Leith, Low-delay dynamic routing using fountain codes, IEEE Communications Letters, 13, (7), 2009, p552 - 554, p552-554 Journal Article, 2009 URL DOI

Yunong Zhang and W.E. Leithead and D.J. Leith and L. Walshe, Log-det approximation based on uniformly distributed seeds and its application to Gaussian process regression, Journal of Computational and Applied Mathematics, 220, (1-2), 2008, p198 - 214, p198-214 Journal Article, 2008 URL DOI

Venkataramana Badarla and David Malone and Douglas Leith, Implementing TCP flow-level fairness using 802.11e in a multi-radio mesh testbed, IEEE Communications Letters, 12, (4), 2008, p262 - 264, p262-264 Journal Article, 2008 DOI URL

David Malone and Douglas J. Leith and Anshuman Aggarwal and Ian Dangerfield, Spurious TCP timeouts in 802.11 networks, 2008 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks and Workshops, 2008, pp43 - 49, pp43-49 Conference Paper, 2008 DOI

D.J. Leith and R.N. Shorten and G. McCullagh and L. Dunn and F. Baker, Making Available Base-RTT for Use in Congestion Control Applications, IEEE Communications Letters, 12, (6), 2008, p429 - 431, p429-431 Journal Article, 2008 DOI URL

Douglas Leith, Lachlan Andrew,Tom Quetchenbach, Robert Shorten, Kfir Lavi, Experimental Evaluation of Delay/Loss-based TCP Congestion Control Algorithms, Proc PFLDnet , 2008, pp1 - 12 Conference Paper, 2008 URL

K. D. Huang and K. R. Duffy and D. Malone and D. J. Leith, Investigating the validity of IEEE 802.11 MAC modeling hypotheses, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications, 2008, pp1 - 6, pp1-6 Conference Paper, 2008 URL DOI

D.J.Leith and R.N.Shorten, 'Congestion Control in Data Networks', US, 2008 Patent, 2008 URL

Tianji Li and Douglas Leith, Adaptive buffer sizing for TCP flows in 802.11e WLANs, 2008 Third International Conference on Communications and Networking in China, 2008, pp7 - 11 Conference Paper, 2008 URL DOI

Tianji Li and Douglas Leith and David Malone and Venkataramana Badarla, Achieving end-to-end fairness in 802.11e based wireless multi-hop mesh networks, 2008 Third International Conference on Communications and Networking in China, 2008, pp601 - 605 Conference Paper, 2008 DOI URL

Vijay G. Subramanian and Douglas J. Leith, On a class of optimal rateless codes, 2008 46th Annual Allerton Conference on Communication, Control, and Computing, 2008, pp418 - 425, pp418-425 Conference Paper, 2008 DOI URL

Florian Knorn and Douglas J. Leith, Adaptive Kalman Filtering for anomaly detection in software appliances, IEEE INFOCOM 2008 - IEEE Conference on Computer Communications Workshops, 2008, pp1 - 6, pp1-6 Conference Paper, 2008 DOI URL

Douglas Leith, Robert Shorten, Next Generation TCP: Open Questions. , Proc. PFLDnet, 2008, pp1 - 12 Conference Paper, 2008 URL

David Malone and Douglas J. Leith and Anshuman Aggarwal and Ian Dangerfield, Spurious TCP Timeouts in 802.11 Networks, Proceedings of the 6th Intl Symposium on Modeling and Optimization, 2008, pp1 - 9 Conference Paper, 2008 URL DOI

Tianji Li and D.J. Leith, Buffer Sizing for TCP Flows in 802.11e WLANs, IEEE Communications Letters, 12, (3), 2008, p216 - 218 Journal Article, 2008 DOI URL

D. Malone and P. Clifford and D. Reid and D. J. Leith, Experimental Implementation of Optimal WLAN Channel Selection without Communication, 2007 2nd IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks, 2007, pp316 - 319 Conference Paper, 2007 URL DOI

G. Vu-Brugier and R. S. Stanojevic and D. J. Leith and R. N. Shorten, A critique of recently proposed buffer-sizing strategies, ACM SIGCOMM Computer Communication Review, 37, (1), 2007, p43 - 48 Journal Article, 2007 URL DOI

D.Leith, R.Shorten, J.Heffner, L.Dunn, F.Baker, Delay-based AIMD Congestion Control , Proc PFLDnet, 2007, pp1 - 12 Conference Paper, 2007 URL

Robert Shorten, Douglas Leith, Chris Kellett, 'Method Operable in a Router for Sizing a Buffer PCT/EP2007/005343', PCT, 2007 Patent, 2007 URL

D. Malone and P. Clifford and D. Leith, MAC Layer Channel Quality Measurement in 802.11, IEEE Communications Letters, 11, (2), 2007, p143 - 145, p143-145 Journal Article, 2007 URL DOI

Robert Shorten and Christopher Kellett and Douglas Leith, On the Dynamics of TCP's Higher Moments, IEEE Communications Letters, 11, (2), 2007, p210 - 212 Journal Article, 2007 DOI URL

D. Giustiniano and D. Malone and D.J. Leith and K. Papagiannaki, Experimental assessment of 802.11 MAC layer channel estimators, IEEE Communications Letters, 11, (12), 2007, p961 - 963, p961-963 Journal Article, 2007 DOI URL

C. Villegas and D.J. Leith and R.N. Shorten and J. Kalkkuhl, A disturbance response decoupling controller for emulating vertical dynamics of vehicles, 2007 IEEE Intelligent Vehicles Symposium, 2007, pp877 - 882 Conference Paper, 2007 URL DOI

Vijay G. Subramanian and Douglas J. Leith, Draining time based scheduling algorithm, 2007 46th IEEE Conference on Decision and Control, 2007, pp1162 - 1167 Conference Paper, 2007 DOI URL

Leith,D.J., Shorten,R.N., McCullagh,G., Experimental Evaluation of Cubic TCP. Extended version. , Proc. PFLDnet, 2007, pp1 - 12 Conference Paper, 2007 URL

Ian Dangerfield and David Malone and Douglas J. Leith, Understanding 802.11e Voice Behaviour via Testbed Measurements and Modeling, 2007 5th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks and Workshops, 2007, pp1 - 6 Conference Paper, 2007 URL DOI

Robert Shorten and Chris King and Fabian Wirth and Douglas Leith, Modelling TCP congestion control dynamics in drop-tail environments, Automatica, 43, (3), 2007, p441 - 449, p441-449 Journal Article, 2007 DOI URL

D. Leith and C. Kellett and P. Clifford and J. Epperlein and R. Shorten, A non-invasive method for link upgrade planning using coarse-grained measurements, IEEE Communications Letters, 11, (12), 2007, p1037 - 1039 Journal Article, 2007 URL DOI

Channel Dependent Interference and Decentralized Colouring in, Lecture Notes in Computer Science, 2007, pp95 - 104, [Peter Clifford and Douglas J. Leith] Book Chapter, 2007 DOI URL

Yee-Ting Li and Douglas Leith and Robert N. Shorten, Experimental Evaluation of TCP Protocols for High-Speed Networks, IEEE/ACM Transactions on Networking, 15, (5), 2007, p1109 - 1122, p1109-1122 Journal Article, 2007 DOI URL

Yunong Zhang and W. E. Leithead and D. J. Leith, Random Scaling of Quasi-Newton BFGS Method to Improve the O(N2)-operation Approximation of Covariance-matrix Inverse in Gaussian Process, 2007 IEEE 22nd International Symposium on Intelligent Control, 2007, pp452 - 457, pp452-457 Conference Paper, 2007 DOI URL

Robert N. Shorten and Douglas J. Leith, On Queue Provisioning, Network Efficiency and the Transmission Control Protocol, IEEE/ACM Transactions on Networking, 15, (4), 2007, p866 - 877, p866-877 Journal Article, 2007 URL DOI

Robert Shorten and Chris King and Fabian Wirth and Douglas Leith, On the ergodicity of AIMD networks, 2007 American Control Conference, 2007, pp3283 - 3287 Conference Paper, 2007 URL DOI

David Malone and Ken Duffy and Doug Leith, Modeling the 802.11 Distributed Coordination Function in Nonsaturated Heterogeneous Conditions, IEEE/ACM Transactions on Networking, 15, (1), 2007, p159 - 172, p159-172 Journal Article, 2007 URL DOI

Verification of Common 802.11 MAC Model Assumptions in, Lecture Notes in Computer Science, 2007, pp63 - 72, [David Malone and Ian Dangerfield and Doug Leith] Book Chapter, 2007 URL DOI

D. Malone and P. Clifford and D.J. Leith, On buffer sizing for voice in 802.11 WLANs, IEEE Communications Letters, 10, (10), 2006, p701 - 703 Journal Article, 2006 DOI URL

Christopher M. Kellett and Robert N. Shorten and Douglas J. Leith, Sizing Internet Router Buffers, Active Queue Management, and the Lur'e Problem, Proceedings of the 45th IEEE Conference on Decision and Control, 2006, pp650 - 654 Conference Paper, 2006 DOI URL

D.J. Leith and P. Clifford, A Self-Managed Distributed Channel Selection Algorithm for WLANs, 2006 4th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, 2006, pp1 - 9 Conference Paper, 2006 URL DOI

K. Duffy and D.J. Leith and T. Li and D. Malone, Modeling 802.11 mesh networks, IEEE Communications Letters, 10, (8), 2006, p635 - 637 Journal Article, 2006 URL DOI

D.J. Leith and W.E. Leithead and R. Murray-Smith, Inference of disjoint linear and nonlinear sub-domains of a nonlinear mapping, Automatica, 42, (5), 2006, p849 - 858 Journal Article, 2006 DOI URL

D.J. Leith and P. Clifford, Convergence of Distributed Learning Algorithms for Optimal Wireless Channel Allocation, Proceedings of the 45th IEEE Conference on Decision and Control, 2006, pp2980 - 2985 Conference Paper, 2006 URL DOI

Li, Y.T., Leith,D.J., Even,B., Evaluating the Performance of TCP Stacks for High-Speed Networks, Proc PFLDnet, 2006, pp1 - 12 Conference Paper, 2006 URL

F. Wirth and R. Stanojevic and R. Shorten and D. Leith, Stochastic Equilibria of AIMD Communication Networks, SIAM Journal on Matrix Analysis and Applications, 28, (3), 2006, p703 - 723 Journal Article, 2006 URL DOI

R. Shorten and F. Wirth and D. Leith, A positive systems model of TCP-like congestion control: asymptotic results, IEEE/ACM Transactions on Networking, 14, (3), 2006, p616 - 629 Journal Article, 2006 URL DOI

K. Duffy and D.J. Leith and T. Li and D. Malone, Improving Fairness in Multi-Hop Mesh Networks Using 802.11e, 2006 4th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, 2006, pp1 - 8 Conference Paper, 2006 DOI URL

Tianji Li and Qiang Ni and D. Malone and D. Leith and Yang Xiao and T. Turletti, A New MAC Scheme for Very High-Speed WLANs, 2006 International Symposium on a World of Wireless, Mobile and Multimedia Networks(WoWMoM'06), 2006, pp1 - 10 Conference Paper, 2006 DOI URL

P. Clifford and K. Duffy and J. Foy and D.J. Leith and D. Malone, Modeling 802.11e for data traffic parameter design, 2006 4th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, 2006, pp1 - 10 Conference Paper, 2006 DOI URL

I. Dangerfield and D. Malone and D.J. Leith, Experimental Evaluation of 802.11e EDCA for Enhanced Voice over WLAN Performance, 2006 4th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, 2006, pp1 - 7 Conference Paper, 2006 URL DOI

Robert Shorten and Fabian Wirth and Douglas Leith, An Ergodicity Result for Communication Networks, PAMM, 6, (1), 2006, p723 - 724 Journal Article, 2006 DOI URL

D.J. Leith and P. Clifford and D. Malone and A. Ng, TCP fairness in 802.11e WLANs, IEEE Communications Letters, 9, (11), 2005, p964 - 966 Journal Article, 2005 URL DOI

Anthony C. H. Ng and David Malone and Douglas J. Leith, Experimental evaluation of TCP performance and fairness in an 802.11e test-bed, Proceeding of the 2005 ACM SIGCOMM workshop on Experimental approaches to wireless network design and analysis - E-WIND '05, 2005, pp17 - 22 Conference Paper, 2005 URL DOI

D.J. Leith and P. Clifford, Modelling TCP dynamics in wireless networks, 2005 International Conference on Wireless Networks, Communications and Mobile Computing, 2005, pp906 - 911 Conference Paper, 2005 URL DOI

K. Duffy and D.W. Malone and D.J. Leith, Modelling 802.11 Wireless Links, Proceedings of the 44th IEEE Conference on Decision and Control, 2005, pp6952 - 6957 Conference Paper, 2005 DOI URL

Control of Yaw Rate and Sideslip in 4-Wheel Steering Cars with Actuator Constraints in, Lecture Notes in Computer Science, 2005, pp201 - 222, [Miguel A. Vilaplana and Oliver Mason and Douglas J. Leith and William E. Leithead] Book Chapter, 2005 DOI URL

R.N. Shorten and D.J. Leith and J. Foy and R. Kilduff, Analysis and design of AIMD congestion control algorithms in communication networks, Automatica, 41, (4), 2005, p725 - 730 Journal Article, 2005 URL DOI

Leith, D., R. Shorten, and T. Yee, H-TCP: A framework for congestion control in high-speed and long-distance networks , Proc PFLDnet, 2005, pp1 - 12 Conference Paper, 2005 URL

D.J. Leith and W.E. Leithead and M. Vilaplana, Robust lateral controller for 4-wheel steer cars with actuator constraints, Proceedings of the 44th IEEE Conference on Decision and Control, 2005, pp5101 - 5106 Conference Paper, 2005 URL DOI

Yunong Zhang and W.E. Leithead and D.J. Leith, Time-series Gaussian Process Regression Based on Toeplitz Computation of O(N>sup<2>/sup<) Operations and O(N)-level Storage, Proceedings of the 44th IEEE Conference on Decision and Control, 2005, pp3711 - 3716 Conference Paper, 2005 URL DOI

W. E., Gaussian regression based on models with two stochastic processes, Proceedings of the 16th IFAC World Congress, 2005, 2005, pp1 - 6 Conference Paper, 2005 URL DOI

P. Clifford and K. Duffy and D.J. Leith and D. Malone, On Improving Voice Capacity in 802.11 Infrastructure Networks, 2005 International Conference on Wireless Networks, Communications and Mobile Computing, 2005, pp241 - 219 Conference Paper, 2005 DOI URL

Clifford, P., Duffy, K., Leith, D.J., Malone, D., On improving voice capacity in 802.11 infrastructure networks, 1, 2005, p214-219 Journal Article, 2005

D.J. Leith and P. Clifford, Using the 802.11e EDCF to Achieve TCP Upload Fairness over WLAN Links, Third International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt'05), 2005, pp1 - 10 Conference Paper, 2005 URL DOI

D.J. Leith and P. Clifford, TCP Fairness in 802.11e WLANs, 2005 International Conference on Wireless Networks, Communications and Mobile Computing, 2005, pp649 - 654 Conference Paper, 2005 URL DOI

K. Duffy and D. Malone and D.J. Leith, Modeling the 802.11 distributed coordination function in non-saturated conditions, IEEE Communications Letters, 9, (8), 2005, p715 - 717 Journal Article, 2005 DOI URL

Miguel A. Vilaplana, Douglas J. Leith, William E. Leithead, Jens Kalkkuhl, Control of Sideslip and Yaw Rate in Cars Equipped with 4-Wheel Steer-by-Wire, SAE Transactions Journal of Passenger Car, 2004 Journal Article, 2004 DOI

RN Shorten, DJ Leith, H-TCP: TCP for high-speed and long-distance networks, Proc. PFLDnet, 2004, pp1 - 12 Conference Paper, 2004 URL

Kocijan, J., Leith, D.J., Derivative observations used in predictive control, Proc MELECON, 1, 2004, pp379-382 Conference Paper, 2004 DOI

An Adaptive AIMD Congestion Control Protocol for Communication Networks in, Lecture Notes in Computer Science, 2004, pp699 - 711, [Robert Shorten and Douglas Leith and Peter Wellstead] Book Chapter, 2004 DOI URL

Modelling TCP Throughput and Fairness in, Lecture Notes in Computer Science, 2004, pp938 - 948, [Douglas J. Leith and Robert Shorten] Book Chapter, 2004 URL DOI

Berman, A., Shorten, R., Leith, D., Convergence results for synchronised communication networks, Proc American Control Conference, 4, 2004, pp2972-2975 Conference Paper, 2004

Abraham Berman and Robert Shorten and Douglas Leith, Positive matrices associated with synchronised communication networks, Linear Algebra and its Applications, 393, 2004, p47 - 54 Journal Article, 2004 URL DOI

D.J. Leith and W.E. Leithead, Necessary & sufficient conditions for the minimal state-space realisation of nonlinear systems from input-output information, Proceedings of the 2003 American Control Conference, 2003., 2003, pp2937 - 2942 Conference Paper, 2003 URL DOI

D.J. Leith and R.N. Shorten and W.E. Leithead and O. Mason and P. Curran, Issues in the design of switched linear control systems: A benchmark study, International Journal of Adaptive Control and Signal Processing, 17, (2), 2003, p103 - 118 Journal Article, 2003 URL DOI

D. J., A wind turbine benchmark for hybrid system analysis & design, Proceedings of the 15th IFAC World Congress, 2002, 2002, pp99 - 110 Conference Paper, 2002 URL DOI

S. McLaughlin and D. Leith and I. Mann, Using Gaussian processes to synthesise voiced speech with natural pitch variations, 2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628), 2002, pp321 - 324 Conference Paper, 2002 DOI URL

D.J. Leith and W.E. Leithead and E. Solak and R. Murray-Smith, Divide & conquer identification using Gaussian process priors, Proceedings of the 41st IEEE Conference on Decision and Control, 2002., 2002, pp624 - 629 Conference Paper, 2002 DOI URL

D. J., Global reconstruction of nonlinear systems from families of linear systems, Proceedings of the 15th IFAC World Congress, 2002, 2002, pp232 - 238 Conference Paper, 2002 DOI URL

E. Solak and Roderick Murray-Smith and William E. Leithead and Douglas J. Leith and Carl Edward Rasmussen, Derivative Observations in Gaussian Process Models of Dynamic Systems, Advances in Neural Information Processing Systems 15 (NIPS 2002), 2002, pp1033 - 1040 Conference Paper, 2002 URL

Yang Gao and Meng Joo Er and W.E. Leithead and D.J. Leith, Online adaptive control of robot manipulators using dynamic fuzzy neural networks, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148), 2001, pp4828 - 4833 Conference Paper, 2001 URL DOI

D.J. Leith and A. Tsourdos and B.A. White and W.E. Leithead, Application of velocity-based gain-scheduling to lateral auto-pilot design for an agile missile, Control Engineering Practice, 9, (10), 2001, p1079 - 1093 Journal Article, 2001 URL DOI

W.E. Leithead and M.J. Er and M.L. Ni and D.J. Leith, New approach to the design of robust tracking and model following controllers for uncertain delay systems, IEE Proceedings - Control Theory and Applications, 148, (6), 2001, p472 - 477 Journal Article, 2001 DOI URL

D.J. Leith and W.E. Leithead, Input-output linearisation of nonlinear systems with ill-defined relative degree: the ball and beam revisited, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148), 2001, pp2811 - 2816 Conference Paper, 2001 URL DOI

A. Tsourdos and D.J. Leith and W.E. Leithead and B.A. White, A velocity-based framework for the robust stability analysis of dynamic inversion flight controllers, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148), 2001, pp3341 - 3345 Conference Paper, 2001 DOI URL

Douglas J. Leith and William E. Leithead, Gain-Scheduled Control: Relaxing Slow Variation Requirements by Velocity-Based Design, Journal of Guidance, Control, and Dynamics, 23, (6), 2000, p988 - 1000 Journal Article, 2000 URL DOI

Mao-Lin Ni and Meng Joo Er and W.E. Leithead and D.J. Leith, Robust tracking controllers of uncertain delay systems, Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187), 2000, pp1539 - 1543 Conference Paper, 2000 DOI URL

D.J. Leith and W.E. Leithead, On formulating nonlinear dynamics in LPV form, Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187), 2000, pp3526 - 3527 Conference Paper, 2000 DOI URL

Lin, D., Er, M.J., Mastorakis, N., Leithead, W.E., Leith, D.J., Stability analysis and proportional PDC design of the Takagi-Sugeno (T-S) model fuzzy system, 2000, p187-193 Journal Article, 2000

D. J. Leith and W. E. Leithead, Survey of gain-scheduling analysis and design1, International Journal of Control, 73, (11), 2000, p1001 - 1025 Journal Article, 2000 URL DOI

D.J. Leith and W.E. Leithead, On formulating nonlinear dynamics in LPV form, Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187), 2000, pp3526 - 3527 Conference Paper, 2000 DOI URL

Leith, D.J., Leithead, W.E., Further comments on gain scheduling dynamic linear controllers for a nonlinear plant, 36, (1), 2000, p173-174 Journal Article, 2000

Gao, Y., Er, M.J., Mastorakis, N., Leithead, W.E., Leith, D.J., Trajectory tracking of robot manipulators using adaptive fuzzy neural control, 2000, p71-78 Journal Article, 2000

D.J.Leith and W.E.Leithead, Correspondence, Automatica, 36, (1), 2000, p173 - 174 Journal Article, 2000 DOI URL

D.J. Leith and W.E. Leithead, On microprocessor-based arc voltage control for gas tungsten arc welding using gain scheduling, IEEE Transactions on Control Systems Technology, 7, (6), 1999, p718 - 723 Journal Article, 1999 URL DOI

D. J. Leith, Input-output linearization by velocity-based gain-scheduling, International Journal of Control, 72, (3), 1999, p229 - 246 Journal Article, 1999 URL DOI

D. J. Leith and W. E. Leithead, Analytic framework for blended multiple model systems using linear local models, International Journal of Control, 72, (7-8), 1999, p605 - 619 Journal Article, 1999 DOI URL

D.J. Leith, Towards a theory of local model networks and blended multiple model systems, UKACC International Conference on Control (CONTROL '98), 1998, pp509 - 514 Conference Paper, 1998 URL DOI

D. J. Leith and W. E. Leithead, Gain-scheduled and nonlinear systems: Dynamic analysis by velocity-based linearization families, International Journal of Control, 70, (2), 1998, p289 - 317 Journal Article, 1998 URL DOI

D. J. Leith and W. E. Leithead, Gain-scheduled controller design: An analytic framework directly incorporating non-equilibrium plant dynamics, International Journal of Control, 70, (2), 1998, p249 - 269 Journal Article, 1998 DOI URL

D.J. Leith, On incorporating non-equilibrium plant dynamics into gain-scheduling design, UKACC International Conference on Control (CONTROL '98), 1998, pp816 - 821 Conference Paper, 1998 URL DOI

D. J. Leith and W. E. Leithead, Appropriate realisation of MIMO gain-scheduled controllers, International Journal of Control, 70, (1), 1998, p13 - 50 Journal Article, 1998 URL DOI

W.E. Leithead, The importance of implementation issues in achieving control goals, IEE Colloquium on Integrated Systems in Aerospace, 1997, pp1 - 3 Conference Paper, 1997 URL DOI

D.J. Leith and W.E. Leithead, Analysis of gain-scheduled and nonlinear systems by velocity-based linearisation families, Proceedings of the 36th IEEE Conference on Decision and Control, 1997, pp424 - 429 Conference Paper, 1997 DOI URL

D.J. Leith and W.E. Leithead, Equivalence of gain-scheduling and input-output linearisation for a class of commonly occurring plants, Proceedings of the 36th IEEE Conference on Decision and Control, 1997, pp430 - 436 Conference Paper, 1997 DOI URL

D. J. Leith and W. E. Leithead, Implementation of wind turbine controllers, International Journal of Control, 66, (3), 1997, p349 - 380 Journal Article, 1997 DOI URL

D. J. LEITH and W. E. LEITHEAD, Performance enhancement of wind turbine power regulation by switched linear control, International Journal of Control, 65, (4), 1996, p555 - 572 Journal Article, 1996 DOI URL

D.J. Leith, Can an appropriate gain-scheduling realisation enhance performance?, UKACC International Conference on Control. Control '96, 1996, pp563 - 568 Conference Paper, 1996 DOI URL

D. J. LEITH and W. E. LEITHEAD, Appropriate realization of gain-scheduled controllers with application to wind turbine regulation, International Journal of Control, 65, (2), 1996, p223 - 248 Journal Article, 1996 DOI URL

Leith and Leithead, Application of nonlinear control to a HAWT, Proceedings of IEEE International Conference on Control and Applications CCA-94, 1994, pp245 - 250 Conference Paper, 1994 DOI URL

D.J. Leith, Identification of the SA-330 Puma helicopter, IEE Proceedings - Control Theory and Applications, 141, (2), 1994, p130 - 136 Journal Article, 1994 DOI URL

D.J. Leith and D.J. Murray-Smith and R. Bradley, Combination of data sets for system identification, IEE Proceedings D Control Theory and Applications, 140, (1), 1993, p11 - 25 Journal Article, 1993 DOI URL

D.J.Leith and M.Medard, 'Low Delay Error-Correction Coding', EU, 14 March 2014 Patent, Other

Non-Peer-Reviewed Publications

D.J.Leith and Oliver Mason, Interdisciplinary Workshop on Data Privacy, 2014, NUI Maynooth Meetings /Conferences Organised, 2014 URL

D.J.Leith and K.R.Duffy, International Workshop on Network Science, 2011, NUI Maynooth Meetings /Conferences Organised, 2011 URL

Research Expertise

Description

machine learning, multi-arm bandits, reinforcement learning, online optimisation, recommender systems, data privacy in mobile handsets, privacy enhanced machine learning

Keywords

data privacy; distributed optimisation ; MACHINE LEARNING; network congestion control; RECOMMENDER SYSTEMS; wireless networks