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researcher

L. Ljung

15 papers hereh-index 8532.1k citations636 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author7
  • last author8

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • eess.SY8
  • math.ST3
  • cs.LG2
  • math.OC2

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedGeneralized Kalman Smoothing: Modeling and Algorithms

7 citations · 17 across the 6 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

eess.SY2018

A state-space approach to sparse dynamic network reconstruction

Zuogong Yue, Johan Thunberg, Lennart Ljung +1

Dynamic network reconstruction has been shown to be challenging due to the requirements on sparse network structures and network identifiability. The direct parametric method (e.g.…

math.OC2018

Algorithms and Performance Analysis for Stochastic Wiener System Identification

Bo Wahlberg, Lennart Ljung

We analyze the statistical performance of identification of stochastic dynamical systems with non-linear measurement sensors. This includes stochastic Wiener systems, with linear d…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.