Professor Douglas Leith

Professor Douglas Leith

Professor of Computer Systems, Computer Science

3531896 1534https://www.scss.tcd.ie/doug.leith/

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

  • 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--34Journal Article, 2016, DOI , URL
  • 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), 2015Journal Article, 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--268Journal 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), 2015Journal Article, 2015, DOI , URL
  • Jason Cloud, Douglas Leith, Muriel Medard, A coded generalization of selective repeat ARQ, 2015 IEEE Conference on Computer Communications (INFOCOM), 2015Journal Article, 2015, DOI , URL
  • Paul Patras, Hessan Feghhi, David Malone, Douglas Leith, Policing 802.11 MAC Misbehaviours, IEEE Trans. on Mobile Comput., 2015, p1--1Journal Article, 2015, DOI , URL
  • Victor Valls, Douglas J. Leith, Max-Weight Revisited: Sequences of Nonconvex Optimizations Solving Convex Optimizations, IEEE/ACM Trans. Networking, 2015, p1--1Journal Article, 2015, 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), 2014Journal Article, 2014, DOI , URL
  • Vıctor Valls, Douglas J. Leith, Leith Dual Subgradient Methods Using Approximate Multipliers, Proc IEEE Allerton Conference , 2015Conference Paper, 2015, DOI , URL
  • Bahar Partov, Douglas J. Leith, Utility Fair RAT Selection in Multi-Homed LTE/802.11 Networks, Proc IEEE Allerton Conference , 2015Conference Paper, 2015, DOI , URL
  • 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, 2016Conference Paper, 2016, DOI , TARA - Full Text
  • Naoise Holohan, Douglas J. Leith, Oliver Mason, Differentially private response mechanisms on categorical data, Discrete Applied Mathematics, 211, 2016, p86--98Journal Article, 2016, DOI , URL
  • Pól Mac Aonghusa, Douglas J. Leith, Don't Let Google Know I'm Lonely, TOPS, 19, (1), 2016, p1--25Journal Article, 2016, DOI , URL
  • 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--1759Journal 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--1222Journal Article, 2016, DOI , URL
  • Saman Feghhi, Douglas J. Leith, Mohammad Karzand, Proportional fair rate allocation for private shared networks, IEEE Symposium on Computers and Communication (ISCC), 2016Conference Paper, 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), 2016Conference 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), 2016Conference 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), 2016Conference 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, 2016Conference Paper, 2016, DOI , URL
  • 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, 2016Conference Paper, 2016, DOI , URL
  • Bahar Partov, Douglas J. Leith, Utility Fair Rate Allocation in LTE/802.11 Networks, IEEE/ACM Transactions on Networking, 2016, p13 - 1Journal Article, 2016, DOI , URL
  • V.Valls, D.J.Leith, Stochastic Subgradient Methods with Approximate Lagrange Multipliers, Proc IEEE Conference on Decision and Control, 2016Conference Paper, 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 , 2016Conference Paper, 2016, DOI , URL
  • Victor Valls, Douglas J. Leith, Dual subgradient methods using approximate multipliers, 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2015Conference 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), 2015Conference Paper, 2015, DOI , URL
  • Clifford, P., Duffy, K., Leith, D.J., Malone, D., On improving voice capacity in 802.11 infrastructure networks, 1, 2005, p214-219Journal Article, 2005
  • 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, 2004Journal Article, 2004, DOI
  • Berman, A., Shorten, R., Leith, D., Convergence results for synchronised communication networks, Proc American Control Conference, 4, 2004, pp2972-2975Conference Paper, 2004
  • Kocijan, J., Leith, D.J., Derivative observations used in predictive control, Proc MELECON, 1, 2004, pp379-382Conference Paper, 2004, DOI
  • Leith, D.J., Leithead, W.E., Further comments on gain scheduling dynamic linear controllers for a nonlinear plant, 36, (1), 2000, p173-174Journal Article, 2000
  • 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, p187-193Journal 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, p71-78Journal Article, 2000
  • Saman Feghhi, Douglas J. Leith, Time and Place: Robustness of a Traffic Analysis Attack Against Web Traffic, IEEE Consumer Communications & Networking Conference (CCNC), 2017Conference Paper, 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, 2017Journal Article, 2017, DOI , URL
  • Bahar Partov, Douglas J. Leith, Alessandro Checco, Recommending Access Points to Individual Mobile Users via Automatic Group Learning , Proc ICC, 2017Conference 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--2735Journal Article, 2017, DOI , URL
  • Naoise Holohan, Douglas J. Leith, Oliver Mason, Extreme points of the local differential privacy polytope, Linear Algebra and its Applications, 2017Journal Article, 2017, DOI , URL
  • 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--25Journal 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--15Journal Article, 2017, DOI , URL
  • Miguel Baguena Albaladejo, Douglas J. Leith, Pietro Manzoni, Measurement-based modelling of LTE performance in Dublin city, 2016Conference Paper, 2016, DOI , URL
  • Victor Valls, Douglas J. Leith, Stochastic subgradient methods with approximate Lagrange multipliers, 2016 IEEE 55th Conference on Decision and Control (CDC), 2016Journal 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--123Journal Article, 2016, DOI , URL
  • Alessandro Checco, Doug J. Leith, Fast, Responsive Decentralized Graph Coloring, IEEE/ACM Transactions on Networking, 2017, p1--13Journal Article, 2017, 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 - 887Journal Article, 2018, DOI , URL
  • 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), 2018Journal Article, 2018, DOI
  • Xiaomin Chen, Douglas Leith, Multi-destination Aggregation with Binary Symmetric Broadcast Channel Based Coding in 802.11 WLANs , Wireless Networks, 2017Journal Article, 2017, DOI , URL
  • Victor Valls, Douglas Leith, Asynchronous Primal Updates in Dual Subgradient Methods via Approximate Lagrange Multipliers, IEEE Allerton Conference, 2017Conference Paper, 2017, DOI , URL
  • Andres Garcia-Saavedra, Xavier Costa-Perez,Douglas J. Leith, George Iosifidis, FluidRAN: Optimized vRAN/MEC Orchestration , IEEE INFOCOM , 2018Conference Paper, 2018, DOI , URL
  • Alessandro Checco, Douglas Leith, Using Crowd sourcing for Local Topology Discovery in Wireless Networks, Wireless Communications and Mobile Computing, 2018Journal Article, 2018, DOI , URL , TARA - Full Text
  • Douglas Leith, Privacy as a Service, Santander, Spain, 2017Invited Talk, 2017
  • IEEE Journal of Selected Areas in Communications, (2018), Douglas Leith, [eds.], 3Journal, 2018
  • IEEE/ACM Transactions on Networking, (2018), Douglas Leith, [eds.], 4Journal, 2018
  • 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--16Journal Article, 2018, DOI , URL
  • 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--11Journal Article, 2018, DOI , URL
  • 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--540Journal Article, 2019, DOI , URL
  • Victor Valls, Douglas J. Leith, A Convex Optimization Approach to Discrete Optimal Control, IEEE Transactions on Automatic Control, 2018, p1--1Journal Article, 2018, DOI , URL
  • 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, p2665-2678Journal Article, 2018, DOI , URL
  • 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 , 2018Conference Paper, 2018, DOI , URL
  • 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, p2433-2443Journal Article, 2018, 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--2000Journal Article, 2019, DOI
  • Douglas J. Leith, Stephen Farrell, Coronavirus contact tracing, ACM SIGCOMM Computer Communication Review, 50, (4), 2020, p66--74Journal Article, 2020, DOI
  • Hassani, Hamid, Gringoli, Francesco, Leith, Douglas J., Quick & plenty: Achieving low delay & high rate in 802.11ac edge networks, Computer Networks, 187, 2021, p107820Journal Article, 2021, 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, pe0239943Journal Article, 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 - 6Conference Paper, 2020, DOI
  • 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 - 7Conference Paper, 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, pp80-96Conference Paper, 2020, DOI
  • 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, 2020Conference Paper, 2020, DOI
  • Galanopoulos, Apostolos, Tasiopoulos, Argyrios G., Iosifidis, George, Salonidis, Theodoros, Leith, Douglas J., Improving IoT Analytics through Selective Edge Execution, ICC, IEEE, 2020Conference Paper, 2020, 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, 2020Conference Paper, 2020, DOI
  • Galanopoulos, Apostolos, Valls, Victor, Iosifidis, George, Leith, Douglas J., Measurement-driven Analysis of an Edge-Assisted Object Recognition System, ICC, IEEE, 2020Conference Paper, 2020, 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, 2021Journal Article, 2021, DOI
  • 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), 2021Journal 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, p108325Journal Article, 2021, DOI
  • 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, 2021Journal Article, 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), 2021Journal 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), 2021Journal 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, 2021Journal 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--251Journal Article, 2021, DOI
  • Alessandro Checco, Lorenzo Bracciale, Douglas J. Leith, Giuseppe Bianchi, OpenNym : Privacy preserving recommending via pseudonymous group authentication, SECURITY AND PRIVACY, 2021Journal Article, 2021, DOI
  • Douglas J. Leith, Web Browser Privacy: What Do Browsers Say When They Phone Home?, IEEE Access, 2021, p1--1Journal Article, 2021, DOI
  • Apostolos Galanopoulos, Jose A. Ayala-Romero, Douglas J. Leith, George Iosifidis, AutoML for Video Analytics with Edge Computing, INFOCOM, IEEE, 2021Conference Paper, 2021, DOI
  • 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, pe0250826Journal Article, 2021, DOI
  • Kariem Fahmi, Douglas Leith, Smart replication for seamless and efficient real time communication in underground railway train, 2021Conference Paper, 2021, DOI
  • Mhaisen, N. and Iosifidis, G. and Leith, D., Online Caching with Optimistic Learning, 2022Conference Paper, 2022, DOI , URL
  • 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, p1-1Journal Article, 2022, DOI , URL
  • Dilina Chandika Rajapakse, Douglas Leith, Fast and Accurate User Cold-Start Learning Using Monte Carlo Tree Search, 2022Conference Paper, 2022, DOI
  • David Young, Douglas Leith, High Accuracy and Low Regret for User-Cold-Start Using Latent Bandits, 2022Conference Paper, 2022, DOI
  • Douglad Leith and George Iosifidis, Penalised FTRL With Time-Varying Constraints, European Conference on Machine Learning, 2022Conference Paper, 2022
  • Anderson, D. and Iosifidis, G. and Leith, D.J., Lazy Lagrangians for Optimistic Learning With Budget Constraints, IEEE/ACM Transactions on Networking, 2023, p1-15Journal Article, 2023, DOI , URL
  • 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, Patras, Paul, Leith, Douglas J., On the data privacy practices of Android OEMs, PLOS ONE, 18, (1), 2023, pe0279942Journal Article, 2023, DOI
  • Suliman, Mohamed, Leith, Douglas J., Gradient Information from Google GBoard NWP LSTM is Sufficient to Reconstruct Words Typed, IEEE, 2022Conference Paper, 2022, DOI
  • Shams, Sulthana, Leith, Douglas J., Improving Resistance of Matrix Factorization Recommenders To Data Poisoning Attacks, IEEE, 2022Conference Paper, 2022, DOI
  • Mhaisen, Naram, Iosifidis, George, Leith, Douglas, Online Caching with no Regret: Optimistic Learning via Recommendations, IEEE Transactions on Mobile Computing, 2023, p1-17Journal 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
  • Rajapakse, Dilina Chandika, Leith, Douglas, User Cold-Start Learning In Recommender Systems Using Monte Carlo Tree Search, ACM Transactions on Recommender Systems, 2023Journal Article, 2023, DOI
  • Liu, Haoyu, Leith, Douglas J., Patras, Paul, Android OS Privacy Under the Loupe -- A Tale from the East, ACM, 2023Conference Paper, 2023, DOI
  • Anderson, D., Iosifidis, G., Leith, D.J., Lazy Lagrangians with Predictions for Online Learning, arXiv, 2022Journal Article, 2022
  • Douglas J. Leith, Stephen Farrell, Google/Apple Exposure Notification Due Diligence, Proceedings 2021 Innovative Secure IT Technologies against COVID-19 Workshop, 2021Journal Article, 2021, DOI
  • Gringoli, F., Leith, D.J., Modelling downlink packet aggregation in paced 802.11ac WLANs, arXiv, 2021Journal Article, 2021
  • Anderson, D., Leith, D., Online Lazy Gradient Descent is Universal on Strongly Convex Domains, Advances in Neural Information Processing Systems, 8, 2021, p5874-5884Journal Article, 2021
  • Leith, D.J., Farrell, S., Coronavirus Contact Tracing: Evaluating The Potential Of Using Bluetooth Received Signal Strength For Proximity Detection, arXiv, 2020Journal Article, 2020
  • Anderson, D., Leith, D., Lazy Online Gradient Descent is Universal on Polytopes, arXiv, 2020Journal Article, 2020
  • Valls, V., Iosifidis, G., Leith, D.J., Tassiulas, L., Online convex optimization with perturbed constraints, arXiv, 2019Journal Article, 2019
  • 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), 2014Conference Paper, 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, p221-224Journal Article, 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, p1-1Journal Article, 2014, 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, p1-1Journal Article, 2014, 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, p811-820Journal 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, p1298-1308Journal 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, p28-28Journal Article, 2013, DOI , URL
  • B.Zarikoff and D.J.Leith, Measuring Pulsed Interference in 802.11 Links, IEEE/ACM Transactions on Networking, 21, (2), 2013, p509 - 521Journal Article, 2013, DOI , URL
  • 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, p135-144Journal Article, 2013, DOI , URL
  • Alessandro Checco and Douglas J. Leith, Fair Virtualization of 802.11 Networks, IEEE/ACM Transactions on Networking, 2015, p1 - 1, p1-1Journal Article, 2015, DOI , URL
  • 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, p1-1Journal Article, 2015, 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, p756-769Journal Article, 2012, DOI , URL
  • 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, p83-98Journal 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, p69-72Journal Article, 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, p1424-1441Journal Article, 2012, 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, p156-169Journal 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, p500-502Journal Article, 2011, DOI , URL
  • 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, p17-34Journal Article, 2009, DOI , 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, p57-59Journal Article, 2010, DOI , URL
  • Venkataramana Badarla and Vijay Subramanian and Douglas Leith, Low-delay dynamic routing using fountain codes, IEEE Communications Letters, 13, (7), 2009, p552 - 554, p552-554Journal Article, 2009, DOI , 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, p3401-3406Journal Article, 2009, DOI , URL
  • 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, p591-604Journal Article, 2009, DOI , URL
  • 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, p429-431Journal Article, 2008, DOI , URL
  • 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, p262-264Journal Article, 2008, DOI , URL
  • 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, p198-214Journal Article, 2008, 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, p1109-1122Journal Article, 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, p866-877Journal Article, 2007, DOI , URL
  • 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, p159-172Journal Article, 2007, DOI , 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, p143-145Journal Article, 2007, DOI , URL
  • 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, p441-449Journal 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, p961-963Journal Article, 2007, DOI , URL
  • 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, p1040-1046Journal Article, 2014, DOI , URL
  • 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, pp1-4Conference Paper, 2012, DOI , URL
  • Roberto Riggio and Douglas J. Leith, A measurement-based model of energy consumption in femtocells, 2012 IFIP Wireless Days, 2012, pp1 - 5, pp1-5Conference Paper, 2012, DOI , 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, pp149-154Conference Paper, 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 - 1702Conference Paper, 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 - 58Conference Paper, 2012, DOI , URL
  • 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 - 1606Conference 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, pp961-968Conference Paper, 2010, DOI , URL
  • 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, pp490-494Conference Paper, 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, pp1793-1797Conference 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, pp2458-2462Conference 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, pp4441-4446Conference 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, pp424-429Conference Paper, 2010, DOI , URL
  • 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, pp458-467Conference Paper, 2010, DOI , URL
  • 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, pp645-650Conference Paper, 2009, 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, pp418-425Conference Paper, 2008, DOI , 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, pp1-6Conference Paper, 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, pp43-49Conference Paper, 2008, DOI
  • 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, pp1-6Conference Paper, 2008, 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, pp452-457Conference Paper, 2007, DOI , 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 - 11Conference Paper, 2008, 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 - 1039Journal Article, 2007, DOI , URL
  • 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 - 629Journal Article, 2006, DOI , 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 - 723Journal Article, 2006, DOI , URL
  • 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 - 703Journal Article, 2006, DOI , URL
  • 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 - 858Journal Article, 2006, DOI , URL
  • Robert Shorten and Fabian Wirth and Douglas Leith, An Ergodicity Result for Communication Networks, PAMM, 6, (1), 2006, p723 - 724Journal 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 - 966Journal Article, 2005, DOI , URL
  • 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 - 8Conference 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 - 7Conference Paper, 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 - 2985Conference 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 - 9Conference 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 - 10Conference Paper, 2006, DOI , URL
  • W. E., Gaussian regression based on models with two stochastic processes, Proceedings of the 16th IFAC World Congress, 2005, 2005, pp1 - 6Conference Paper, 2005, DOI , URL
  • 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 - 10Conference Paper, 2005, DOI , URL
  • 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 - 3716Conference Paper, 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 - 730Journal Article, 2005, DOI , URL
  • Abraham Berman and Robert Shorten and Douglas Leith, Positive matrices associated with synchronised communication networks, Linear Algebra and its Applications, 393, 2004, p47 - 54Journal Article, 2004, DOI , URL
  • 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 - 118Journal Article, 2003, DOI , URL
  • 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 - 1093Journal Article, 2001, DOI , URL
  • 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 - 477Journal Article, 2001, DOI , URL
  • D. J. Leith and W. E. Leithead, Survey of gain-scheduling analysis and design1, International Journal of Control, 73, (11), 2000, p1001 - 1025Journal Article, 2000, 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 - 1000Journal 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 - 723Journal Article, 1999, DOI , URL
  • D. J. Leith, Input-output linearization by velocity-based gain-scheduling, International Journal of Control, 72, (3), 1999, p229 - 246Journal Article, 1999, DOI , URL
  • 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 - 619Journal Article, 1999, DOI , URL
  • 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 - 269Journal Article, 1998, DOI , URL
  • 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 - 317Journal Article, 1998, DOI , URL
  • D. J. Leith and W. E. Leithead, Appropriate realisation of MIMO gain-scheduled controllers, International Journal of Control, 70, (1), 1998, p13 - 50Journal Article, 1998, 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 - 572Journal Article, 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 - 248Journal Article, 1996, DOI , URL
  • 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 - 22Conference Paper, 2005, 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 - 3938Journal Article, 2013, DOI , URL
  • Xiaomin Chen and D.J.Leith, Proportional Fair Coding for 802.11 WLANs, IEEE Wireless Communication Letters, 1, (5), 2012, p468 - 471Journal Article, 2012, DOI , URL
  • 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 - 1599Conference Paper, 2011, DOI , URL
  • A. Checco and D. J. Leith, Proportional Fairness in 802.11 Wireless LANs, IEEE Communications Letters, 15, (8), 2011, p807 - 809Journal Article, 2011, DOI , URL
  • 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 - 30Conference Paper, 2011, 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 - 1529Journal Article, 2010, DOI , 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 - 9Conference Paper, 2008, DOI , URL
  • Tianji Li and D.J. Leith, Buffer Sizing for TCP Flows in 802.11e WLANs, IEEE Communications Letters, 12, (3), 2008, p216 - 218Journal Article, 2008, DOI , URL
  • 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 - 605Conference Paper, 2008, DOI , URL
  • Robert Shorten and Chris King and Fabian Wirth and Douglas Leith, On the ergodicity of AIMD networks, 2007 American Control Conference, 2007, pp3283 - 3287Conference Paper, 2007, DOI , URL
  • Robert Shorten and Christopher Kellett and Douglas Leith, On the Dynamics of TCP's Higher Moments, IEEE Communications Letters, 11, (2), 2007, p210 - 212Journal 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 - 882Conference Paper, 2007, DOI , 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 - 6Conference Paper, 2007, DOI , URL
  • 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 - 48Journal Article, 2007, 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 - 319Conference Paper, 2007, DOI , URL
  • Vijay G. Subramanian and Douglas J. Leith, Draining time based scheduling algorithm, 2007 46th IEEE Conference on Decision and Control, 2007, pp1162 - 1167Conference Paper, 2007, 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 - 654Conference Paper, 2006, DOI , URL
  • K. Duffy and D.J. Leith and T. Li and D. Malone, Modeling 802.11 mesh networks, IEEE Communications Letters, 10, (8), 2006, p635 - 637Journal Article, 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 - 10Conference Paper, 2006, DOI , URL
  • D.J. Leith and P. Clifford, TCP Fairness in 802.11e WLANs, 2005 International Conference on Wireless Networks, Communications and Mobile Computing, 2005, pp649 - 654Conference Paper, 2005, DOI , 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 - 5106Conference Paper, 2005, DOI , URL
  • 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 - 219Conference Paper, 2005, DOI , URL
  • D.J. Leith and P. Clifford, Modelling TCP dynamics in wireless networks, 2005 International Conference on Wireless Networks, Communications and Mobile Computing, 2005, pp906 - 911Conference Paper, 2005, DOI , URL
  • 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 - 6957Conference Paper, 2005, DOI , URL
  • 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 - 717Journal Article, 2005, DOI , URL
  • 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 - 2942Conference Paper, 2003, DOI , URL
  • D. J., Global reconstruction of nonlinear systems from families of linear systems, Proceedings of the 15th IFAC World Congress, 2002, 2002, pp232 - 238Conference Paper, 2002, DOI , URL
  • D. J., A wind turbine benchmark for hybrid system analysis & design, Proceedings of the 15th IFAC World Congress, 2002, 2002, pp99 - 110Conference Paper, 2002, DOI , URL
  • 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 - 324Conference 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 - 629Conference Paper, 2002, DOI , 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 - 4833Conference Paper, 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 - 2816Conference Paper, 2001, DOI , URL
  • 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 - 3345Conference Paper, 2001, DOI , URL
  • 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 - 1543Conference 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 - 3527Conference 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 - 3527Conference Paper, 2000, DOI , URL
  • D.J.Leith and W.E.Leithead, Correspondence, Automatica, 36, (1), 2000, p173 - 174Journal Article, 2000, 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 - 514Conference Paper, 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 - 821Conference Paper, 1998, DOI , URL
  • W.E. Leithead, The importance of implementation issues in achieving control goals, IEE Colloquium on Integrated Systems in Aerospace, 1997, pp1 - 3Conference Paper, 1997, DOI , URL
  • D. J. Leith and W. E. Leithead, Implementation of wind turbine controllers, International Journal of Control, 66, (3), 1997, p349 - 380Journal Article, 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 - 436Conference Paper, 1997, DOI , URL
  • 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 - 429Conference Paper, 1997, DOI , URL
  • D.J. Leith, Can an appropriate gain-scheduling realisation enhance performance?, UKACC International Conference on Control. Control '96, 1996, pp563 - 568Conference Paper, 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 - 250Conference Paper, 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 - 25Journal Article, 1993, DOI , URL
  • D.J. Leith, Identification of the SA-330 Puma helicopter, IEE Proceedings - Control Theory and Applications, 141, (2), 1994, p130 - 136Journal Article, 1994, DOI , URL
  • Jason Cloud and Douglas J. Leith and Muriel Medard, A Coded Generalization of Selective Repeat ARQ, IEEE INFOCOM, 2015, pp1 - 10Conference Paper, 2015, DOI , URL
  • Jason Cloud, Douglas Leith, and Muriel Medard, Network Coded TCP (CTCP) Performance over Satellite Networks, Proc SPACOMM, 2014, pp53 - 56Conference Paper, 2014, URL
  • 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 - 6Conference Paper, 2014, DOI , 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 - 6Conference Paper, 2014, DOI , URL
  • RN Shorten, DJ Leith, H-TCP: TCP for high-speed and long-distance networks, Proc. PFLDnet, 2004, pp1 - 12Conference Paper, 2004, URL
  • Douglas Leith, Robert Shorten, Next Generation TCP: Open Questions. , Proc. PFLDnet, 2008, pp1 - 12Conference Paper, 2008, 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 - 12Conference Paper, 2008, URL
  • Leith,D.J., Shorten,R.N., McCullagh,G., Experimental Evaluation of Cubic TCP. Extended version. , Proc. PFLDnet, 2007, pp1 - 12Conference Paper, 2007, URL
  • D.Leith, R.Shorten, J.Heffner, L.Dunn, F.Baker, Delay-based AIMD Congestion Control , Proc PFLDnet, 2007, pp1 - 12Conference Paper, 2007, URL
  • Li, Y.T., Leith,D.J., Even,B., Evaluating the Performance of TCP Stacks for High-Speed Networks, Proc PFLDnet, 2006, pp1 - 12Conference Paper, 2006, URL
  • 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 - 12Conference Paper, 2005, URL
  • D.J.Leith and R.N.Shorten, 'Congestion Control in Data Networks', US, 2008Patent, 2008, URL
  • Robert Shorten, Douglas Leith, Chris Kellett, 'Method Operable in a Router for Sizing a Buffer PCT/EP2007/005343', PCT, 2007Patent, 2007, URL
  • Douglas Leith, David Malone, Domenico Giustiniano, 'Method and Apparatus for Estimating Link Quality', US, 2009Patent, 2009, URL
  • D.J.Leith and M.Medard, 'Low Delay Error-Correction Coding', EU, 14 March 2014Patent
  • 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
  • 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, DOI , URL
  • 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, DOI , URL
  • 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
  • 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
  • Modelling TCP Throughput and Fairness in, Lecture Notes in Computer Science, 2004, pp938 - 948, [Douglas J. Leith and Robert Shorten]Book Chapter, 2004, DOI , URL
  • 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
  • Douglas J. Leith and David Malone, Field measurements of 802.11 collision, noise and hidden-node loss rates., WiOpt, 2010, pp412 - 417Conference Paper, 2010, 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 - 8Conference Paper, 2012, 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 - 1040Conference Paper, 2002, 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), 2015Conference Paper, 2015, DOI , URL
  • 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), 2015Conference 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) , 2015Conference Paper, 2015, 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), 2014Conference Paper, 2014, DOI , URL
  • D.J.Leith and Oliver Mason, Interdisciplinary Workshop on Data Privacy, 2014, NUI MaynoothMeetings /Conferences Organised, URL
  • D.J.Leith and K.R.Duffy, International Workshop on Network Science, 2011, NUI MaynoothMeetings /Conferences Organised, URL

Research Expertise

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

Computer science - Artificial Intelligence, Communication engineering and systems; telecommunications, Information & Communication Technology,