Karl Berntorp
Karl Berntorp publishes mostly in Control and Systems Engineering, Artificial Intelligence and Automotive Engineering, on topics such as Autonomous Vehicle Technology and Safety, Target Tracking and Data Fusion in Sensor Networks and Vehicle Dynamics and Control Systems.
- World rank
- #683,894 of 1,633,909 ranked researchers
- Rank in United States
- #206,561 of 358,040
- Works
- 45
- Citations
- 109
- Citations per work
- 2.4
What does Karl Berntorp research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Control and Systems Engineering21% of their works
- 2Artificial Intelligence21% of their works
- 3Automotive Engineering19% of their works
- 4Aerospace Engineering11% of their works
- 5Computer Vision and Pattern Recognition6% of their works
- 6Biomedical Engineering6% of their works
Research topics
- Autonomous Vehicle Technology and Safety
- Target Tracking and Data Fusion in Sensor Networks
- Vehicle Dynamics and Control Systems
- Gaussian Processes and Bayesian Inference
- Control Systems and Identification
- Formal Methods in Verification
- Robotic Path Planning Algorithms
- Video Surveillance and Tracking Methods
Which keywords describe Karl Berntorp's research?
The keywords of their largest research topics: Autonomous Vehicles, Deep Learning, Sensor Fusion, Machine Learning, Bayesian Inference, Collision Avoidance, State Estimation and Driver Assistance Systems.
- Symbolic Model Checker
- Optimal Motion Planning
- Model Checking
- Parameter Estimation
- Gaussian Processes
- Control Systems
- Nonlinear Estimation
- Driver Assistance Systems
- Collision Avoidance
- Machine Learning
- Deep Learning
- Autonomous Vehicles
- Sensor Fusion
- Bayesian Inference
- State Estimation
- Trajectory Prediction
- Particle Filters
- Vehicle Dynamics
- Variational Inference
- System Identification
- Object Tracking
- Sampling-Based Algorithms
- Visual Tracking
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 23 words, with their numbers
- Autonomous Vehicles143 topics
- Deep Learning133 topics
- Sensor Fusion132 topics
- Machine Learning112 topics
- Bayesian Inference102 topics
- Collision Avoidance92 topics
- State Estimation92 topics
- Driver Assistance Systems71 topic
- Trajectory Prediction71 topic
- Nonlinear Estimation61 topic
- Particle Filters61 topic
- Control Systems51 topic
- Vehicle Dynamics51 topic
- Gaussian Processes41 topic
- Variational Inference41 topic
- Parameter Estimation31 topic
- System Identification31 topic
- Model Checking21 topic
- Object Tracking21 topic
- Optimal Motion Planning21 topic
- Sampling-Based Algorithms21 topic
- Symbolic Model Checker21 topic
- Visual Tracking21 topic
Where does Karl Berntorp work?
Karl Berntorp's main affiliation in the publication record is Mitsubishi Electric (United States), United States.
How many publications and citations does Karl Berntorp have?
Science Explorer counts 45 works and 109 citations for Karl Berntorp, ranking #683,894 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
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