Nikolay Atanasov
PhD, ESE '15 - Associate Professor, University of California- San Diego
Nikolay A. Atanasov joined the Department of Electrical and Computer Engineering at UC San Diego in Fall 2016 after completing a postdoctoral fellowship at the Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania. Atanasov received his Ph.D. in electrical and systems engineering from the University of Pennsylvania in 2015. His work proposed sensing models that enable the use of context and semantic information in robot localization, mapping, and navigation and developed algorithms for active information acquisition using autonomous robot teams. His contributions were recognized by the Joseph and Rosaline Wolf award for the best Ph.D. dissertation in electrical and systems engineering at the University of Pennsylvania in 2015. He holds a Bachelor of Engineering from Trinity College and a Master of Electrical Engineering from the University of Pennsylvania.
Nikolay Atanasov’s research focus is on controlling teams of aerial and ground robots to collect metric, semantic, and topological information in applications such as environmental monitoring, security and surveillance, localization and mapping, search and rescue. His work investigates how to perform distributed sensing and estimation of the evolution of physical processes of interest, how to plan robot motion that minimizes the estimation uncertainty, the energy expenditure, and the information exchange among the robots, and how to have the robots autonomously execute these motion plans in a safe and robust manner. In addition to system modeling, algorithm design, and theoretical analysis, his work involves experimental validation in real robot deployments.
Publications
Information Theoretic Active Exploration in Signed Distance Fields
Publisher Institute of Electrical and Electronics Engineers (IEEE)
Continuous estimation using context-dependent discrete measurements
Publisher IEEE Transactions on Automatic Control
Maximum Information Bounds for Planning Active Sensing Trajectories
Publisher IEEE International Conference on Intelligent Robots and Systems (IROS)
Publisher IEEE American Control Conference (ACC)
A unifying view of geometry, semantics, and data association in SLAM
Publisher International Joint Conference on Artificial Intelligence (IJCAI)
Anytime Planning for Decentralized Multirobot Active Information Gathering
Publisher Institute of Electrical and Electronics Engineers (IEEE)
Approximating Explicit Model Predictive Control Using Constrained Neural Networks
Publisher IEEE American Control Conference (ACC)
Dense 3-d mapping with spatial correlation via gaussian filtering
Publisher Institute of Electrical and Electronics Engineers (IEEE)
Fast, autonomous flight in GPS-denied and cluttered environments
Publisher Journal of Field Robotics
Fast, autonomous flight in GPS‐denied and cluttered environments
Publisher Journal of Field Robotics
Search-Based Motion Planning for Aggressive Flight in SE(3)
Publisher Institute of Electrical and Electronics Engineers (IEEE)
Towards search-based motion planning for micro aerial vehicles
Publisher arXiv
Active end-effector pose selection for tactile object recognition through Monte Carlo tree search
Publisher IEEE International Conference on Intelligent Robots and Systems (IROS)
Calibration-free network localization using non-line-of-sight ultra-wideband measurements
Publisher ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN)
Event-based feature tracking with probabilistic data association
Publisher IEEE International Conference on Robotics and Automation (ICRA)
Event-based visual inertial odometry
Publisher IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR)
Probabilistic data association for semantic SLAM
Publisher IEEE International Conference on Robotics and Automation (ICRA)
Scheduling nonlinear sensors for stochastic process estimation
Publisher IEEE American Control Conference (ACC)
Search-based motion planning for quadrotors using linear quadratic minimum time control
Publisher IEEE International Conference on Intelligent Robots and Systems (IROS)
Estimation of Blood Oxygen Content Using Context-Aware Filtering
Publisher ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS)
Localization from semantic observations via the matrix permanent
Publisher International Journal of Robotics Research (IJRR)
Optimal temporal logic planning in probabilistic semantic maps
Publisher IEEE International Conference on Robotics and Automation (ICRA)
Robust estimation using context-aware filtering
Publisher Annual Allerton Conference on Communication, Control, and Computing
Decentralized active information acquisition: Theory and application to multi-robot SLAM
Publisher IEEE International Conference on Robotics and Automation (ICRA)
Distributed algorithms for stochastic source seeking with mobile robot networks
Publisher Journal of Dynamic Systems, Measurement, and Control