A linear regression approach to state-space subspace system identification. - Magnus Jansson; Bo Wahlberg (Signal Process., 1996)

Analysis of a subspace-based spatial frequency estimator. - Magnus Jansson; Bo Göransson; Björn E. Ottersten (ICASSP, 1997)

On Forward-Backward MODE for Array Signal Processing. - Petre Stoica; Magnus Jansson (Digit. Signal Process., 1997)

On forward-backward mode for direction of arrival estimation. - Magnus Jansson; Petre Stoica (EUSIPCO, 1998)

Robust weighted subspace fitting in the presence of array model errors. - Magnus Jansson; A. Lee Swindlehurst; Björn E. Ottersten (ICASSP, 1998)

Modified IQML and a statistically efficient method for direction estimation without eigendecomposition. - Martin Kristensson; Magnus Jansson; Björn E. Ottersten (ICASSP, 1998)

On Consistency of Subspace Methods for System Identification. - Magnus Jansson; Bo Wahlberg (Autom., 1998)

Weighted subspace fitting for general array error models. - Magnus Jansson; A. Lee Swindlehurst; Björn E. Ottersten (IEEE Trans. Signal Process., 1998)

Analysis of forward-only and forward-backward sample covariances. - Magnus Jansson; Petre Stoica (ICASSP, 1999)

On subspace based sinusoidal frequency estimation. - Martin Kristensson; Magnus Jansson; Björn E. Ottersten (ICASSP, 1999)

Forward-only and forward-backward sample covariances - A comparative study. - Magnus Jansson; Petre Stoica (Signal Process., 1999)

Modified IQML and weighted subspace fitting without eigendecomposition. - Martin Kristensson; Magnus Jansson; Björn E. Ottersten (Signal Process., 1999)

A subspace method for direction of arrival estimation of uncorrelated emitter signals. - Magnus Jansson; Bo Göransson; Björn E. Ottersten (IEEE Trans. Signal Process., 1999)

A new approach for tracking mobiles with local scattering modeling. - Hiroyuki Tsuji; Magnus Jansson; Akira Sano; Mostafa Kaveh (EUSIPCO, 2000)

Structured covariance matrix estimation: a parametric approach. - Magnus Jansson; Björn E. Ottersten (ICASSP, 2000)

Application of MUSIC to arrays with multiple invariances. - A. Lee Swindlehurst; Petre Stoica; Magnus Jansson (ICASSP, 2000)

Analysis of the asymptotic properties of the MOESP type of subspace algorithms. - Dietmar Bauer; Magnus Jansson (Autom., 2000)

MIMO system identification: state-space and subspace approximations versus transfer function and instrumental variables. - Petre Stoica; Magnus Jansson (IEEE Trans. Signal Process., 2000)

Estimating Optimal Weights for Instrumental Variable Methods. - Petre Stoica; Magnus Jansson (Digit. Signal Process., 2001)

Further results and insights on subspace based sinusoidal frequency estimation. - Martin Kristensson; Magnus Jansson; Björn E. Ottersten (IEEE Trans. Signal Process., 2001)

Exploiting arrays with multiple invariances using MUSIC and MODE. - A. Lee Swindlehurst; Petre Stoica; Magnus Jansson (IEEE Trans. Signal Process., 2001)

Array mapping: Optimal transformation matrix design. - Per Hyberg; Magnus Jansson; Björn E. Ottersten (ICASSP, 2002)

Unified sensorless vector control of synchronous and induction motors. - Lennart Harnefors; Magnus Jansson; Rolf Ottersten; Kai Pietiläinen (IEEE Trans. Ind. Electron., 2003)

Weighted low rank approximation and reduced rank linear regression. - Karl Werner; Magnus Jansson (ICASSP (2), 2004)

Array interpolation and bias reduction. - Per Hyberg; Magnus Jansson; Björn E. Ottersten (IEEE Trans. Signal Process., 2004)

Array interpolation and DOA MSE reduction. - Per Hyberg; Magnus Jansson; Björn E. Ottersten (IEEE Trans. Signal Process., 2005)

Synchronization at startup and stable rotation reversal of sensorless nonsalient PMSM drives. - Magnus Jansson; Lennart Harnefors; Oskar Wallmark; Mats Leksell (IEEE Trans. Ind. Electron., 2006)

Reduced rank linear regression and weighted low rank approximations. - Karl Werner; Magnus Jansson (IEEE Trans. Signal Process., 2006)

Optimal Utilization of Signal-Free Samples for Array Processing in Unknown Colored Noise Fields. - Karl Werner; Magnus Jansson (IEEE Trans. Signal Process., 2006)

Estimation of kronecker structured channel covariances using training data. - Karl Werner; Magnus Jansson (EUSIPCO, 2007)

Kronecker Structured Covariance Matrix Estimation. - Karl Werner; Magnus Jansson; Petre Stoica (ICASSP (3), 2007)

Model based dynamic characterization of analog-digital-converters at radio frequency. - Peter Händel; Niclas Björsell; Magnus Jansson (ISSPA, 2007)

Model Estimation for Car-following Dynamics based on Adaptive Filtering Approach. - Xiaoliang Ma; Magnus Jansson (ITSC, 2007)

DOA Estimation and Detection in Colored Noise Using Additional Noise-Only Data. - Karl Werner; Magnus Jansson (IEEE Trans. Signal Process., 2007)

On Estimation of Covariance Matrices With Kronecker Product Structure. - Karl Werner; Magnus Jansson; Petre Stoica (IEEE Trans. Signal Process., 2008)

On maximum likelihood estimation in factor analysis - An algebraic derivation. - Petre Stoica; Magnus Jansson (Signal Process., 2009)

Estimating MIMO channel covariances from training data under the Kronecker model. - Karl Werner; Magnus Jansson (Signal Process., 2009)

Calibration of the accelerometer triad of an inertial measurement unit, maximum likelihood estimation and Cramér-Rao bound. - Ghazaleh Panahandeh; Isaac Skog; Magnus Jansson (IPIN, 2010)

Joint calibration of an inertial measurement unit and coordinate transformation parameters using a monocular camera. - Dave Zachariah; Magnus Jansson (IPIN, 2010)

Input-Dependent Integral Nonlinearity Modeling for Pipelined Analog-Digital Converters. - Samer Medawar; Peter Händel; Niclas Björsell; Magnus Jansson (IEEE Trans. Instrum. Meas., 2010)

Prior knowledge-based direction of arrival estimation. - Petter Wirfält; Magnus Jansson; Guillaume Bouleux; Petre Stoica (ICASSP, 2011)

Self-motion and wind velocity estimation for small-scale UAVs. - Dave Zachariah; Magnus Jansson (ICRA, 2011)

IMU-camera self-calibration using planar mirror reflection. - Ghazaleh Panahandeh; Magnus Jansson (IPIN, 2011)

Vision-Aided Inertial Navigation Using Planar Terrain Features. - Ghazaleh Panahandeh; Magnus Jansson (RVSP, 2011)

Mirror Based IMU-camera and Internal Camera Calibration. - Ghazaleh Panahandeh; Dave Zachariah; Magnus Jansson (RVSP, 2011)

Postcorrection of Pipelined Analog-Digital Converters Based on Input-Dependent Integral Nonlinearity Modeling. - Samer Medawar; Peter Händel; Niclas Björsell; Magnus Jansson (IEEE Trans. Instrum. Meas., 2011)

Dynamic subspace pursuit. - Dave Zachariah; Saikat Chatterjee; Magnus Jansson (ICASSP, 2012)

Ground plane feature detection in mobile vision-aided inertial navigation. - Ghazaleh Panahandeh; Nasser Mohammadiha; Magnus Jansson (IROS, 2012)

An esprit-based parameter estimator for spectroscopic data. - Erik Gudmundson; Petter Wirfält; Andreas Jakobsson; Magnus Jansson (SSP, 2012)

Robust prior-based Direction of Arrival estimation. - Petter Wirfält; Magnus Jansson (SSP, 2012)

Optimal prior knowledge-based direction of arrival estimation. - Petter Wirfält; Guillaume Bouleux; Magnus Jansson; Petre Stoica (IET Signal Process., 2012)

Alternating Least-Squares for Low-Rank Matrix Reconstruction. - Dave Zachariah; Martin Sundin; Magnus Jansson; Saikat Chatterjee (IEEE Signal Process. Lett., 2012)

Bayesian Estimation With Distance Bounds. - Dave Zachariah; Isaac Skog; Magnus Jansson; Peter Händel (IEEE Signal Process. Lett., 2012)

Dynamic Iterative Pursuit. - Dave Zachariah; Saikat Chatterjee; Magnus Jansson (IEEE Trans. Signal Process., 2012)

Enhanced Capon beamformer using regularized covariance matching. - Dave Zachariah; Magnus Jansson; Saikat Chatterjee (CAMSAP, 2013)

Novel collaborative spectrum sensing based on spatial covariance structure. - Sadiq Ali; Magnus Jansson; Gonzalo Seco-Granados; José A. Lopez-Salcedo (EUSIPCO, 2013)

Conditional prior based lmmse estimation of sparse signals. - Martin Sundin; Magnus Jansson; Saikat Chatterjee (EUSIPCO, 2013)

Image-based floor segmentation in visual inertial navigation. - Guillem Casas Barcelo; Ghazaleh Panahandeh; Magnus Jansson (I2MTC, 2013)

Beamformers for sparse recovery. - Martin Sundin; Dennis Sundman; Magnus Jansson (ICASSP, 2013)

Prior-exploiting direction-of-arrival algorithm for partially uncorrelated source signals. - Petter Wirfält; Magnus Jansson; Guillaume Bouleux (ICASSP, 2013)

Iteratively reweighted least squares for reconstruction of low-rank matrices with linear structure. - Dave Zachariah; Saikat Chatterjee; Magnus Jansson (ICASSP, 2013)

IMU-camera data fusion: Horizontal plane observation with explicit outlier rejection. - Ghazaleh Panahandeh; Magnus Jansson; Seth Hutchinson 001 (IPIN, 2013)

Observability analysis of a vision-aided inertial navigation system using planar features on the ground. - Ghazaleh Panahandeh; Chao X. Guo; Magnus Jansson; Stergios I. Roumeliotis (IROS, 2013)

Training sequence design for MIMO channels: an application-oriented approach. - Dimitrios Katselis; Cristian R. Rojas; Mats Bengtsson; Emil Björnson; Xavier Bombois; Nafiseh Shariati; Magnus Jansson; Håkan Hjalmarsson (EURASIP J. Wirel. Commun. Netw., 2013)

Line spectrum estimation with probabilistic priors. - Dave Zachariah; Petter Wirfält; Magnus Jansson; Saikat Chatterjee (Signal Process., 2013)

Utilization of Noise-Only Samples in Array Processing With Prior Knowledge. - Dave Zachariah; Magnus Jansson; Mats Bengtsson (IEEE Signal Process. Lett., 2013)

Dynamic Calibration of Undersampled Pipelined ADCs by Frequency Domain Filtering. - Samer Medawar; Peter Händel; Boris Murmann; Niclas Björsell; Magnus Jansson (IEEE Trans. Instrum. Meas., 2013)

Combined modeling of sparse and dense noise improves Bayesian RVM. - Martin Sundin; Saikat Chatterjee; Magnus Jansson (EUSIPCO, 2014)

DOA estimation in partially correlated noise using low-rank/sparse matrix decomposition. - Mohammadreza Malek-Mohammadi; Magnus Jansson; Arash Owrang; Ali Koochakzadeh; Massoud Babaie-Zadeh (SAM, 2014)

Alternating Strategies Are Good For Low-Rank Matrix Reconstruction. - Kezhi Li; Martin Sundin; Cristian R. Rojas; Saikat Chatterjee; Magnus Jansson (CoRR, 2014)

Relevance Singular Vector Machine for low-rank matrix sensing. - Martin Sundin; Saikat Chatterjee; Magnus Jansson; Cristian R. Rojas (CoRR, 2014)

Multi-antenna spectrum sensing by exploiting spatio-temporal correlation. - Sadiq Ali; David Ramírez 001; Magnus Jansson; Gonzalo Seco-Granados; José A. Lopez-Salcedo (EURASIP J. Adv. Signal Process., 2014)

Static Integral Nonlinearity Modeling and Calibration of Measured and Synthetic Pipeline Analog-to-Digital Converters. - Samer Medawar; Boris Murmann; Peter Händel; Niclas Björsell; Magnus Jansson (IEEE Trans. Instrum. Meas., 2014)

On Kronecker and Linearly Structured Covariance Matrix Estimation. - Petter Wirfält; Magnus Jansson (IEEE Trans. Signal Process., 2014)

Estimation for the Linear Model With Uncertain Covariance Matrices. - Dave Zachariah; Nafiseh Shariati; Mats Bengtsson; Magnus Jansson; Saikat Chatterjee (IEEE Trans. Signal Process., 2014)

Bayesian learning for robust principal component analysis. - Martin Sundin; Saikat Chatterjee; Magnus Jansson (EUSIPCO, 2015)

Ranging without time stamps exchanging. - Mohammad Reza Gholami; Satyam Dwivedi; Magnus Jansson; Peter Handel (ICASSP, 2015)

Weighted covariance matching based square root LASSO. - Arash Owrang; Magnus Jansson (ICASSP, 2015)

Greedy minimization of l1-norm with high empirical success. - Martin Sundin; Saikat Chatterjee; Magnus Jansson (ICASSP, 2015)

Optimal jamming of wireless localization systems. - Sinan Gezici; Mohammad Reza Gholami; Suat Bayram; Magnus Jansson (ICC Workshops, 2015)

Optimal jammer placement in wireless localization networks. - Sinan Gezici; Suat Bayram; Mohammad Reza Gholami; Magnus Jansson (SPAWC, 2015)

Successive Concave Sparsity Approximation: Near-Oracle Performance in a Wide Range of Sparsity Levels. - Mohammadreza Malek-Mohammadi; Ali Koochakzadeh; Massoud Babaie-Zadeh; Magnus Jansson; Cristian R. Rojas (CoRR, 2015)

Bayesian Learning for Low-Rank matrix reconstruction. - Martin Sundin; Cristian R. Rojas; Magnus Jansson; Saikat Chatterjee (CoRR, 2015)

Prior-exploiting Direction-of-Arrival algorithms for partially uncorrelated source signals. - Petter Wirfält; Magnus Jansson (Signal Process., 2015)

Calibration of an IMU-Camera Cluster Using Planar Mirror Reflection and Its Observability Analysis. - Ghazaleh Panahandeh; Magnus Jansson; Peter Händel (IEEE Trans. Instrum. Meas., 2015)

Model selection for high-dimensional data. - Arash Owrang; Magnus Jansson (ACSSC, 2016)

Bayesian Cramer-Rao bounds for factorized model based low rank matrix reconstruction. - Martin Sundin; Saikat Chatterjee; Magnus Jansson (EUSIPCO, 2016)

Planar-Based Visual Inertial Navigation: Observability Analysis and Motion Estimation. - Ghazaleh Panahandeh; Seth Hutchinson 001; Peter Händel; Magnus Jansson (J. Intell. Robotic Syst., 2016)

Alternating strategies with internal ADMM for low-rank matrix reconstruction. - Kezhi Li; Martin Sundin; Cristian R. Rojas; Saikat Chatterjee; Magnus Jansson (Signal Process., 2016)

Upper bounds on the error of sparse vector and low-rank matrix recovery. - Mohammadreza Malek-Mohammadi; Cristian R. Rojas; Magnus Jansson; Massoud Babaie-Zadeh (Signal Process., 2016)

Jamming of Wireless Localization Systems. - Sinan Gezici; Mohammad Reza Gholami; Suat Bayram; Magnus Jansson (IEEE Trans. Commun., 2016)

Diffusion Estimation Over Cooperative Multi-Agent Networks With Missing Data. - Mohammad Reza Gholami; Magnus Jansson; Erik G. Ström; Ali H. Sayed (IEEE Trans. Signal Inf. Process. over Networks, 2016)

Successive Concave Sparsity Approximation for Compressed Sensing. - Mohammadreza Malek-Mohammadi; Ali Koochakzadeh; Massoud Babaie-Zadeh; Magnus Jansson; Cristian R. Rojas (IEEE Trans. Signal Process., 2016)

Relevance Singular Vector Machine for Low-Rank Matrix Reconstruction. - Martin Sundin; Cristian R. Rojas; Magnus Jansson; Saikat Chatterjee (IEEE Trans. Signal Process., 2016)

A connectedness constraint for learning sparse graphs. - Martin Sundin; Arun Venkitaraman; Magnus Jansson; Saikat Chatterjee (EUSIPCO, 2017)

Consistent Change Point Detection for Piecewise Constant Signals With Normalized Fused LASSO. - Arash Owrang; Mohammadreza Malek-Mohammadi; Alexandre Proutière; Magnus Jansson (IEEE Signal Process. Lett., 2017)

Comments on "Enhanced PUMA for Direction-of-Arrival Estimation and Its Performance Analysis". - Dave Zachariah; Petre Stoica; Magnus Jansson (IEEE Trans. Signal Process., 2017)

Direction of arrival estimation using adaptive directional time-frequency distributions. - Nabeel Ali Khan; Sadiq Ali; Magnus Jansson (Multidimens. Syst. Signal Process., 2018)

A Model Selection Criterion for High-Dimensional Linear Regression. - Arash Owrang; Magnus Jansson (IEEE Trans. Signal Process., 2018)

Relative Cost Based Model Selection for Sparse High-Dimensional Linear Regression Models. - Prakash B. Gohain; Magnus Jansson (ICASSP, 2020)

Model selection with covariance matching based non-negative lasso. - Arash Owrang; Yoram Bresler; Magnus Jansson (Signal Process., 2020)

Stepped Frequency Pulse Compression With Noncoherent Radar Using Deep Learning. - Alexander Karlsson; Magnus Jansson; Henrik Holter (IEEE Trans. Aerosp. Electron. Syst., 2021)

New Improved Criterion for Model Selection in Sparse High-Dimensional Linear Regression Models. - Prakash B. Gohain; Magnus Jansson (ICASSP, 2022)

Scale-Invariant and consistent Bayesian information criterion for order selection in linear regression models. - Prakash B. Gohain; Magnus Jansson (Signal Process., 2022)

Detecting State Transitions of a Markov Source: Sampling Frequency and Age Trade-off. - Jaya Prakash Champati; Mikael Skoglund; Magnus Jansson; James Gross (IEEE Trans. Commun., 2022)

Model Selection in High-Dimensional Block-Sparse General Linear Regression. - Prakash B. Gohain; Magnus Jansson (EUSIPCO, 2023)

Robust Information Criterion for Model Selection in Sparse High-Dimensional Linear Regression Models. - Prakash Borpatra Gohain; Magnus Jansson (IEEE Trans. Signal Process., 2023)

Low-Angle Target Tracking in Sea Surface Multipath Using Convolutional Neural Networks. - Alexander Karlsson; Magnus Jansson; Mikael Hämäläinen (IEEE Trans. Aerosp. Electron. Syst., 2023)

Who Are the Online Medication Shoppers? A Market Segmentation of the Swedish Welfare State. - John Magnus Roos; Magnus Jansson; Pernilla J. Bjerkeli (J. Theor. Appl. Electron. Commer. Res., 2024)