Concepedia

Jonas Sjöberg

JS

72

Publications

6K

Citations

37

H-Index

1992

Active since

Affiliations

Chalmers University of Technology(Current)

Volvo Cars (Sweden)

Linköping University

Vrije Universiteit Brussel

Jonas Sjöberg is an author at Chalmers University of Technology specializing in engineering, systems engineering, and computer science.

Top concepts

EngineeringSystems EngineeringComputer ScienceTransportation EngineeringAutomationMachine LearningEnergy ManagementSystem IdentificationIntelligent SystemsElectrical Engineering

Publications per year

1992–2022

72

Publications

72

Nonlinear black-box modeling in system identification: a unified overview

Jonas Sjöberg, Qinghua Zhang, Lennart Ljung et al. · Automatica · 1995 · 1.9K citations

Nonlinear System Identification, Parameter Identification, Engineering +4

Nonlinear black-box models in system identification: Mathematical foundations

Anatoli Juditsky, Håkan Hjalmarsson, Albert Benveniste et al. · Automatica · 1995 · 403 citations

Nonlinear System Identification, Parameter Identification, Engineering +3

Model-Based Threat Assessment for Avoiding Arbitrary Vehicle Collisions

Mattias Brännström, Erik Coelingh, Jonas Sjöberg · IEEE Transactions on Intelligent Transportation Systems · 2010 · 249 citations

Linear Bicycle Model, Arbitrary Object, Engineering +15

Component sizing of a plug-in hybrid electric powertrain via convex optimization

Nikolce Murgovski, Lars Johannesson, Jonas Sjöberg et al. · Mechatronics · 2012 · 242 citations

Electrical Engineering, Engineering, Energy Management +8

Efficient training of neural nets for nonlinear adaptive filtering using a recursive Levenberg-Marquardt algorithm

L.S.H. Ngia, Jonas Sjöberg · IEEE Transactions on Signal Processing · 2000 · 186 citations

Artificial Intelligence, Nonlinear System Identification, Adaptive Filter +14

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