Research output per year
Research output per year
Unit profile
Description
The Statistical Signal Processing Group (SSPG) focusses on statistical statistical signal processing of both discrete-time and continuous-time signals, especially spectral analysis and time-frequency analysis of stationary and non-stationary processes, detection theory, parameter estimation and particle filters using sequential Monte Carlo methods. The group has an interest in a wide range of applications, such as in the remote sensing of concealed explosives and narcotics, medical signal processing of EEG, HRV, and ultrasonic signals, compression and analysis of speech and audio signals, as well as speaker recognition.
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Andreas Jakobsson
- Mathematical Statistics - Professor
- Statistical Signal Processing Group
- eSSENCE: The e-Science Collaboration - Researcher
- LTH Profile Area: Engineering Health - Profile area member
- LTH Profile Area: AI and Digitalization - Profile area member
- LU Profile Area: Natural and Artificial Cognition - Profile area member
- ELLIIT: the Linköping-Lund initiative on IT and mobile communication - Professor
Person: Academic
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Maria Sandsten
- Mathematical Statistics - Professor
- Statistical Signal Processing Group
- eSSENCE: The e-Science Collaboration - Researcher
- LTH Profile Area: Engineering Health - Profile area member
- LTH Profile Area: AI and Digitalization - Profile area member
- LTH Profile Area: Nanoscience and Semiconductor Technology - Profile area member
- LU Profile Area: Natural and Artificial Cognition - Profile area member
- NanoLund: Centre for Nanoscience - Principal investigator
- ELLIIT: the Linköping-Lund initiative on IT and mobile communication - Professor
- Sentio: Integrated Sensors and Adaptive Technology for Sustainable Products and Manufacturing - Professor
Person: Academic
Research output
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Vowel segmentation impact on machine learning classification for chronic obstructive pulmonary disease
Idrisoglu, A., Moraes, A. L. D., Cheddad, A., Anderberg, P., Jakobsson, A. & Berglund, J. S., 2025 Dec, In: Scientific Reports. 15, 1, 9930.Research output: Contribution to journal › Article › peer-review
Open Access -
Evaluation of the Ability of Machine Learning-Models to Assess Postural Orientation Errors During a Single-Leg Squat
Älmqvist Nae, J., Banega, M., Kronström, F., Jakobsson, A. & Ageberg, E., 2025 Jan, In: Journal of orthopedic and sports physical therapy methods. 1, 1, p. 17-29Research output: Contribution to journal › Article › peer-review
Open Access -
Generalized Group Delay Weighted Sparse Time–Frequency Analysis for Transient Signals
Bao, W., Liu, S., Li, F. & Jakobsson, A., 2025, In: IEEE Transactions on Instrumentation and Measurement. 74, 6500709.Research output: Contribution to journal › Article › peer-review
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eSSENCE@LU 11:7 - Machine learning methods for parsing symptoms and treatment responses in Parkinson´s disease
Cenci Nilsson, A. (PI), Odin, P. (Researcher), Halje, P. (Researcher), Åström, K. (Researcher) & Jakobsson, A. (Researcher)
2025/01/01 → 2026/12/31
Project: Research
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Sentio: Integrated Sensors and Adaptive Technology for Sustainable Products and Manufacturing
Mikkelsen, A. (PI), Alm, A.-K. (Project coordinator), Windmark, C. (CoPI), Bushlya, V. (CoPI), Sandsten, M. (CoPI), Lenrick, F. (CoPI), Maximov, I. (CoPI), Kihl, M. (CoPI), Burke, A. (CoPI), Gutnichenko, O. (CoPI) & Behmanesh, B. (CoPI)
Swedish Government Agency for Innovation Systems (Vinnova)
2023/11/01 → 2028/12/31
Project: Research
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Machine learning in health care with a focus on breast cancer staging and intensive care prognostication
Hjärtström, M. (Research student), Frigyesi, A. (Researcher) & Jakobsson, A. (Researcher)
2021/09/01 → …
Project: Dissertation
Activities
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An implementation and evaluation of different change point detection algorithms for identification of performance regressions in systems
Jakobsson, A. (First/primary/lead supervisor) & Kronvall, T. (Examiner)
2025 Feb 13Activity: Examination and supervision › Supervision of masters students
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Signal Detection by Means of Time-Frequency Representations
Kronvall, T. (Examiner)
2024 Nov 1Activity: Examination and supervision › Supervision of masters students
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Trajectory anomaly detection and reference set algorithms - a comparative study
Jakobsson, A. (First/primary/lead supervisor) & Kronvall, T. (Examiner)
2024 Oct 1Activity: Examination and supervision › Supervision of masters students
Prizes and distinction
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The Royal Swedish Physiographic Society
Jakobsson, A. (Recipient), 2012
Prize: Election to learned society