Serlab

Major applications of our research are navigation, radar, joint radar-communication, smart phones, large-scale data analysis and data mining, information fusion, image processing, and statistical/machine learning.

Welcome

Serlab is the signal and information processing research lab at the Department of Signal Processing and Acoustics at Aalto University. It is part of a larger unit – Signal Processing Laboratory. 

Our research is organised around these topics:

  • Multiantenna/multisensory systems. In this topic, Serlab is closely linked to the labs leaded by professors Visa Koivunen, Esa Ollila, and Risto Wichman.
  • Optimisation algorithms and applications in signal processing.
  • Data science. In this topic, Serlab is closely linked to the labs leaded by profs. Visa Koivunen and Esa Ollila.
  • Radar signal processing. In this topic, Serlab is closely linked to the lab leaded by prof. Visa Koivunen.
  • Wireless signal processing. In this topic, Serlab is closely linked to the labs leaded by profs. Visa Koivunen and Risto Wichman.

The major applications are navigation, radar (automotive radar), joint radar-communication, smart phones, large-scale data analysis and data mining, information fusion, image processing, and statistical/machine learning as well as other applications.

Dear Colleagues

Thanks for visiting! This website provides easy access to our group’s research. Please visit our research page: Dr. Sergiy Vorobyov (aalto.fi) for more details. If you are looking for a specific paper please refer to the list of publications: PUBLICATIONS (aalto.fi) or the Google scholar profile: ‪Sergiy A. Vorobyov - ‪Google Scholar.

Dear Students

Thanks for visiting! If you are currently enrolled in one of the courses taught by Sergiy A. Vorobyov, please use Aalto systems to access the corresponding Mycourse’s website.

If you are thinking of applying for a position in the group we are honored by your consideration. Please look at the list of publications: PUBLICATIONS (aalto.fi) to gain a better idea of what we do and how we do it. If you are still interested after reading, please send email to Sergiy A. Vorobyov: sergiy.vorobyov@aalto.fi.

Group members

Latest publications

Network-Controlled Repeater Aided Time-Sensitive Communications in Urban Vehicular Networks

Kai Dong, Hao Yu, Tarik Taleb, Aydin Sezgin, Sergiy A. Vorobyov 2025 IEEE Wireless Communications Letters

Embedding a heavy-ball type of momentum into the estimating sequences

Endrit Dosti, Sergiy A. Vorobyov, Themistoklis Charalambous 2025 Signal Processing

AdaBoost-Based Channel Estimation in One-Bit Millimeter-Wave MIMO

Majdoddin Esfandiari, Petteri Pulkkinen, Sergiy A. Vorobyov, Visa Koivunen 2025 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings

Generalized Framework to Subspace-based DOA Estimation

Majdoddin Esfandiari, Sergiy A. Vorobyov 2025 IEEE Transactions on Signal Processing

Noise Covariance Matrix Estimation in Block-Correlated Noise Field for Direction Finding

Majdoddin Esfandiari, Sergiy A. Vorobyov 2025 IEEE Signal Processing Letters

One-Bit Direction-of-Arrival Estimation via AdaBoost

Majdoddin Esfandiari, Petteri Pulkkinen, Sergiy A. Vorobyov, Visa Koivunen 2025 IEEE Journal of Selected Topics in Signal Processing

SINR Maximizing Distributionally Robust Adaptive Beamforming

Kiarash Hassas Irani, Yongwei Huang, Sergiy A. Vorobyov 2025 IEEE Transactions on Signal Processing

Multi-Task Generative Modeling for the Air Channel via Hierarchical GANs

Juho Kuikka, Esa Ollila, Sergiy A. Vorobyov 2025 2025 IEEE Statistical Signal Processing Workshop, SSP 2025

Sensing-Aided Precoding with High-Dynamic Moving Scatterers

Luning Lin, Chengwei Zhou, Hang Zheng, Zhiguo Shi, Sergiy A. Vorobyov, Robert W. Heath 2025 IEEE Transactions on Signal Processing

A GNSS-IR Aided Multispectral Satellite Data Fusion for Meter-Level Wide-Area Volumetric Soil Moisture Estimation

Nicolás Padrón, Sergiy Vorobyov 2025 ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
More information on our research in the Aalto research portal.
Research portal
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