Concepedia

Niklas Wahlström

NW

21

Publications

921

Citations

15

H-Index

2010

Active since

Affiliations

Linköping University(Current)

Uppsala University

Luleå University of Technology

Imperial College London

University of Newcastle Australia

Niklas Wahlström is an author at Linköping University specializing in engineering, localization, and computer science.

Top concepts

EngineeringData ScienceLocalizationComputer ScienceMachine VisionMachine LearningDeep LearningRobot LearningMechatronicsField Robotics

Publications per year

2010–2021

21

Publications

21

Extended Target Tracking Using Gaussian Processes

Niklas Wahlström, Emre Özkan · IEEE Transactions on Signal Processing · 2015 · 290 citations · Full text

Engineering, Machine Learning, Field Robotics +19

Magnetometer Modeling and Validation for Tracking Metallic Targets

Niklas Wahlström, Fredrik Gustafsson · IEEE Transactions on Signal Processing · 2013 · 82 citations · Full text

Location Tracking, Engineering, Location Estimation +17

Modeling magnetic fields using Gaussian processes

Niklas Wahlström, Manon Kok, Thomas B. Schön et al. · 2013 · 80 citations · Full text

Magnetism, Bayesian Statistics, Engineering +13

From Pixels to Torques: Policy Learning with Deep Dynamical Models

Niklas Wahlström · arXiv (Cornell University) · 2015 · 79 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +15

Learning deep dynamical models from image pixels

Niklas Wahlström, Thomas B. Schön, Marc Peter Deisenroth · IFAC-PapersOnLine · 2015 · 54 citations · Full text

Geometric Learning, Engineering, Machine Learning +17

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