Matematisk statistik

2024

A Concept from Sensor to Sustainability in Machining - An Interdisciplinary Approach over a Wide TRL Range

Ståhl, J. E., Mikkelsen, A., Lenrick, F., Sandsten, M., Alm, A. K. & Windmark, C., 2024 apr., Proceedings of the 11th Swedish Production Symposium (SPS2024): Sustainable Production through Advanced Manufacturing, Intelligent Automation and Work Integrated Learning. Andersson, J., Joshi, S., Malmskold, L. & Hanning, F. (red.). IOS Press, s. 148-170 23 s. (Advances in Transdisciplinary Engineering; vol. 52).

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ADAPTIVE GRID 2-D DIRECTION OF ARRIVAL ESTIMATION METHOD USING AN INTEGRATED DICTIONARY

Wu, Y. & Jakobsson, A., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 8471-8475 5 s. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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CLOSE-RANGE DIRECTION OF ARRIVAL ESTIMATION IN THE PRESENCE OF CLOCK JITTER

Jansson, A. & Jakobsson, A., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 8671-8675 5 s. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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DMEL: THE DIFFERENTIABLE LOG-MEL SPECTROGRAM AS A TRAINABLE LAYER IN NEURAL NETWORKS

Martinsson, J. & Sandsten, M., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 5005-5009 5 s. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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Estimation of Impulse Responses for a Moving Source Using Optimal Transport Regularization

Sundström, D., Elvander, F. & Jakobsson, A., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 921-925 5 s. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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2023

Coherence Estimation Tracks Auditory Attention in Listeners with Hearing Impairment

Keding, O., Alickovic, E., Skoglund, M. A. & Sandsten, M., 2023, INTERSPEECH 2023. International Speech Communication Association, s. 5162-5166 5 s.

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Coherence Expectation Minimisation and Combining Weighted Multitaper Estimates

Keding, O., Akesson, M. & Sandsten, M., 2023, 31st European Signal Processing Conference, EUSIPCO 2023 - Proceedings. European Signal Processing Conference, EUSIPCO, s. 1993-1997 5 s. (European Signal Processing Conference).

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Decoding Auditory Attention From EEG Data Using Cepstral Analysis

Alickovic, E., Mendoza, C. F., Segar, A., Sandsten, M. & Skoglund, M. A., 2023, ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., (ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings).

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Estimating Weak DOA Signals Using Adaptive Grid Selection

Wu, Y., Jakobsson, A. & Liu, L., 2023, Proceedings of the 22nd IEEE Statistical Signal Processing Workshop, SSP 2023. IEEE Computer Society, 5 s.

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Highly Accurate and Noise-Robust Phase Delay Estimation using Multitaper Reassignment

Akesson, M., Keding, O., Reinhold, I. & Sandsten, M., 2023, 31st European Signal Processing Conference, EUSIPCO 2023 - Proceedings. European Signal Processing Conference, EUSIPCO, s. 1763-1767 5 s. (European Signal Processing Conference).

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Impulse Response Interpolation Using Optimal Transport

Sundstrom, D., Elvander, F. & Jakobsson, A., 2023, Conference Record of the 57th Asilomar Conference on Signals, Systems and Computers, ACSSC 2023. Matthews, M. B. (red.). IEEE - Institute of Electrical and Electronics Engineers Inc., s. 1350-1354 5 s. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

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Optimal Carrier Frequency Design for Frequency Diverse Array Mimo Radar

Cheng, J., Juhlin, M., Wang, W. Q. & Jakobsson, A., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

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Probabilistic Exponential Integrators

Bosch, N., Hennig, P. & Tronarp, F., 2023, Advances in Neural Information Processing Systems. Vol. 36. (Advances in Neural Information Processing Systems).

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Recursive Spatial Covariance Estimation with Sparse Priors for Sound Field Interpolation

Sundstrom, D., Lindstrom, J. & Jakobsson, A., 2023, Proceedings of the 22nd IEEE Statistical Signal Processing Workshop, SSP 2023. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 517-521 5 s. (IEEE Workshop on Statistical Signal Processing Proceedings; vol. 2023-July).

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Robust Localization of Close-Range Radar Reflections

Jansson, A. & Jakobsson, A., 2023, Conference Record of the 57th Asilomar Conference on Signals, Systems and Computers, ACSSC 2023. Matthews, M. B. (red.). IEEE Computer Society, s. 549-553 5 s.

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The Rank-Reduced Kalman Filter: Approximate Dynamical-Low-Rank Filtering In High Dimensions

Schmidt, J., Nick, J., Hennig, P. & Tronarp, F., 2023, Advances in Neural Information Processing Systems. Morgan Kaufmann Publishers, Vol. 36.

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2022

Joint Handwritten Text Recognition and Word Classification for Tabular Information Extraction

Blomqvist, C., Enflo, K., Jakobsson, A. & Åström, K., 2022 nov. 29, 2022 26th International Conference on Pattern Recognition (ICPR). IEEE - Institute of Electrical and Electronics Engineers Inc., s. 1564-1570 6 s.

Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

Pollen based landcover reconstructions help to reveal past climate–human–land-cover interactions in Europe (LANDCLIM2)

Poska, A., Strandberg, G., Lindström, J., Githumbi, E., Fyfe, R., Kjellström, E., Mazier, F., Nielsen, A. B., Sugita, S., Trondman, A.-K., Zhang, Q. & Gaillard-Lemdahl, M.-J., 2022 juni 19, 11th European Palaeobotany and Palynology Conference Abstracts, Program and Proceedings. McLoughlin, S. (red.). Stockholm: Swedish Museum of Natural History, 0.116

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Adaptive Variational Nonlinear Chirp Mode Decomposition

Liang, H., Ding, X., Jakobsson, A., Tu, X. & Huang, Y., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 5632-5636 5 s. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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Determining Joint Periodicities in Multi-Time Data with Sampling Uncertainties

Svedberg, D., Elvander, F. & Jakobsson, A., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 5737-5741 5 s. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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Few-Shot Bioacoustic Event Detection Using an Event-Length Adapted Ensemble of Prototypical Networks

Martinsson, J., Sandsten, M., Willbo, M., Pirinen, A. & Mogren, O., 2022, Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2022). 5 s.

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Phase Reassignment with Efficient Estimation of Phase Difference

Akesson, M. & Sandsten, M., 2022, 30th European Signal Processing Conference, EUSIPCO 2022 - Proceedings. European Signal Processing Conference, EUSIPCO, s. 2126-2130 5 s. (European Signal Processing Conference; vol. 2022-August).

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Robust Deconvolution of Underwater Acoustic Channels Corrupted by Impulsive Noise

Cang, S., Sheng, X., Jakobsson, A. & Yang, H., 2022, 2022 5th International Conference on Information Communication and Signal Processing, ICICSP 2022. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 571-576 6 s.

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ROBUST PHASE DIFFERENCE ESTIMATION OF TRANSIENTS IN HIGH NOISE LEVELS

Keding, O. & Sandsten, M., 2022, 30th European Signal Processing Conference, EUSIPCO 2022 - Proceedings. European Signal Processing Conference, EUSIPCO, s. 2271-2275 5 s. (European Signal Processing Conference; vol. 2022-August).

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2021

Physics informed stochastic grey-box model of the flow-front in a vacuum assisted resin transfer moulding process with missing data

Relan, R., Junker, R. G., Nauheimer, M., Thygesen, U. H., Lindström, E. & Madsen, H., 2021 juli 1, IFAC-PapersOnLine. s. 797-802 6 s.

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A Novel Multitaper Reassignment Method for Estimation of Phase Synchrony

Sandsten, M., Anderson, R., Reinhold, I., Bernhardsson, B., Bergeling, C. & Johansson, M., 2021, 29th European Signal Processing Conference, EUSIPCO 2021 - Proceedings. European Signal Processing Conference, EUSIPCO, s. 2164-2168 5 s. (European Signal Processing Conference; vol. 2021-August).

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Direction of Arrival Estimation using the Generalized SPICE Criterion

Sakhnini, A. & Jakobsson, A., 2021, EuRAD 2020 - 2020 17th European Radar Conference. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 302-305 4 s. 9337474. (EuRAD 2020 - 2020 17th European Radar Conference).

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Localization Of Multiple Jammers In Wireless Sensor Networks

Juhlin, M. & Jakobsson, A., 2021, 29th European Signal Processing Conference, EUSIPCO 2021 - Proceedings. European Signal Processing Conference, EUSIPCO, s. 1596-1600 5 s. (European Signal Processing Conference; vol. 2021-August).

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Non-parametric Envelope Estimation for the Matched Window Reassignment

Reinhold, I. & Sandsten, M., 2021, 29th European Signal Processing Conference, EUSIPCO 2021 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 1920-1924 5 s. (European Signal Processing Conference; vol. 2021-August).

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Optimal microphone placement for localizing tonal sound sources

Juhlin, M. & Jakobsson, A., 2021, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 236-240 5 s. 9287622. (European Signal Processing Conference; vol. 2021-January).

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Parameter Estimation from the Cross-Spectrogram Reassignment Vectors

Sandsten, M., Reinhold, I. & Anderson, R., 2021, 29th European Signal Processing Conference, EUSIPCO 2021 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 1915-1919 5 s. (European Signal Processing Conference; vol. 2021-August).

Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

Range-based radar model structure selection

Jansson, A., Elvander, F., Almers, P. & Jakobsson, A., 2021, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 2269-2273 5 s. 9287631. (European Signal Processing Conference; vol. 2021-January).

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The smoothed reassigned spectrogram for robust energy estimation

Månsson, E. M. & Sandsten, M., 2021, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 2210-2214 5 s. 9287396. (European Signal Processing Conference; vol. 2021-January).

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Unconventional sources of error in high-resolution wide-swath SAR systems based on scan-on-receive

Bordoni, F., Lind, D., Jakobsson, A. & Krieger, G., 2021, EUSAR 2021 - 13th European Conference on Synthetic Aperture Radar, Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 1116-1119 4 s. (Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR; vol. 2021-March).

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2020

Toeplitz-Based Underwater Acoustic Channel Blind Deconvolution

Cang, S., Sward, J., Sheng, X. & Jakobsson, A., 2020 aug. 21, ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019. IEEE - Institute of Electrical and Electronics Engineers Inc., 9173249

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Multitaper Spectral Granger Causality with Application to Ssvep

Anderson, R. & Sandsten, M., 2020 maj, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 1284-1288

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A multitaper reassigned spectrogram for increased time-frequency localization precision

Sandsten, M., Reinhold, I. & Anderson, R., 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 5310-5314

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Mapping of domestic hot water circulation losses in buildings – results from 134 measurements

Burke, S., von Seth, J., Ekström, T., Maljanovski, C. & Wiktorsson, M., 2020, 12th Nordic Symposium on Building Physics (NSB 2020). 12009. (E3S Web of Conferences; vol. 172).

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On Harmonic Approximations of Inharmonic Signals

Elvander, F., Ding, J. & Jakobsson, A., 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 5360-5364 5 s. 9054139. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

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Proposed method for Probabilistic Energy Simulations for Multifamily Dwellings

Burke, S., Carling, P., Davidsson, H., Davidsson, K., Ekström, T., Harderup, L.-E., Kronvall, J., Sahlin, P., Sundling, R. & Wiktorsson, M., 2020, (Submitted) 12th Nordic Symposium on Building Physics (NSB 2020). 25011. (E3S Web of Conferences; vol. 172).

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Robust Fundamental Frequency Estimation in Coloured Noise

Jaramillo, A. E., Jakobsson, A., Nielsen, J. K. & Grasboll Christensen, M., 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 741-745 5 s. 9053018. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

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The matched reassigned cross-spectrogram for phase estimation

Sandsten, M., Anderson, R., Reinhold, I. & Brynolfsson, J., 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 5960-5964

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2019

Offline Noise Reduction Using Optimal Mass Transport Induced Covariance Interpolation

Elvander, F., Ali, R., Jakobsson, A. & van Waterschoot, T., 2019 nov. 18, 27th European Signal Processing Conference, EUSIPCO 2019. IEEE - Institute of Electrical and Electronics Engineers Inc., 5 s.

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Surface Classification with Millimeter-Wave Radar Using Temporal Features and Machine Learning

Montgomery, D., Holmen, G., Almers, P. & Jakobsson, A., 2019 nov., 2019 16th European Radar Conference (EuRAD). IEEE - Institute of Electrical and Electronics Engineers Inc., 4 s. 8904699

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Passive Multistatic Detection by Exploiting a Sparsity Structure of the Io Waveform

Zhang, X., Wang, F., Li, H., Swärd, J., Jakobsson, A. & Himed, B., 2019 apr. 22, IEEE Radar Conference 2019. 8835759

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Defining Graph Signal Distances Using an Optimal Mass Transport Framework

Juhlin, M., Elvander, F. & Jakobsson, A., 2019, 2019 27th European Signal Processing Conference, EUSIPCO 2019. IEEE - Institute of Electrical and Electronics Engineers Inc., Vol. 2019. 5 s.

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Identifying Decaying Sinusoidal Modes Using Signed Measurements

Juhlin, M. & Jakobsson, A., 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 76-80 5 s. 9022601. (2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings).

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Mismatched Estimation of Polynomially Damped Signals

Elvander, F., Sward, J. & Jakobsson, A., 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 246-250 5 s. 9022668. (2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings).

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Partially exchangeable networks and architectures for learning summary statistics in approximate Bayesian computation

Wiqvist, S., Mattei, P. A., Picchini, U. & Frellsen, J., 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), s. 11795-11804 10 s. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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The matched reassignment applied to echolocation data

Sandsten, M., Brynolfsson, J., Reinhold, I. & Starkhammar, J., 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE - Institute of Electrical and Electronics Engineers Inc., s. 8236-8240 5 s. ( Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing.).

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