Search Results - "Bernhardsson, Bo"

Multi-Armed Bandits in Brain-Computer Interfaces by Heskebeck, Frida, Bergeling, Carolina, Bernhardsson, Bo

“…The multi-armed bandit (MAB) problem models a decision-maker that optimizes its actions based on current and acquired new knowledge to maximize its reward…”
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Estimating the SARS-CoV-2 infected population fraction and the infection-to-fatality ratio: a data-driven case study based on Swedish time series data by Wacker, Andreas, Jöud, Anna, Bernhardsson, Bo, Gerlee, Philip, Gustafsson, Fredrik, Soltesz, Kristian

“…We demonstrate that finite impulse response (FIR) models can be applied to analyze the time evolution of an epidemic with its impact on deaths and healthcare…”
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Robust Team Decision Theory by Gattami, A., Bernhardsson, B. M., Rantzer, A.

“…This technical note considers linear quadratic team decision problems. It shows that linear decisions are optimal and can be found by solving a linear matrix…”
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Convergence analysis of iterative learning control using pseudospectra by Shahriari, Zahra, Bernhardsson, Bo, Troeng, Olof

“…Iterative learning control (ILC) is an approach to improve the performance of a system that repeats the same operation. In this paper, we apply the theory of…”
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Model-free MIMO control tuning of a chiller process using reinforcement learning by Rosdahl, Christian, Bernhardsson, Bo, Eisenhower, Bryan

“…The performance of HVAC equipment, including chillers, is continuing to be pushed to theoretical limits, which impacts the necessity for advanced control logic…”
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The effect of interventions on COVID-19 by Soltesz, Kristian, Gustafsson, Fredrik, Timpka, Toomas, Jaldén, Joakim, Jidling, Carl, Heimerson, Albin, Schön, Thomas B., Spreco, Armin, Ekberg, Joakim, Dahlström, Örjan, Bagge Carlson, Fredrik, Jöud, Anna, Bernhardsson, Bo

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On the convergence of iterative learning control by Ghazaei Ardakani, M. Mahdi, Khong, Sei Zhen, Bernhardsson, Bo

“…We derive frequency-domain criteria for the convergence of linear iterative learning control (ILC) on finite-time intervals that are less restrictive than…”
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Deep learning-based auditory attention decoding in listeners with hearing impairment by Tanveer, M Asjid, Skoglund, Martin A, Bernhardsson, Bo, Alickovic, Emina

“…This study develops a deep learning (DL) method for fast auditory attention decoding (AAD) using electroencephalography (EEG) from listeners with hearing…”
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Tensor decomposition of EEG signals for transfer learning applications by Karlsson, Linda, Fallenius, Emma, Bergeling, Carolina, Bernhardsson, Bo

“…We address the recognized person-to-person Brain-Computer Interface (BCI) calibration problem and tackle session-dependency through the use of unsupervised…”
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Improving EEG-based decoding of the locus of auditory attention through domain adaptation by Wilroth, Johanna, Bernhardsson, Bo, Heskebeck, Frida, Skoglund, Martin A, Bergeling, Carolina, Alickovic, Emina

“…This paper presents a novel domain adaptation (DA) framework to enhance the accuracy of electroencephalography (EEG)-based auditory attention classification,…”
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Attention-aided Outdoor Localization in Commercial 5G NR Systems by Tian, Guoda, Pjanic, Dino, Cai, Xuesong, Bernhardsson, Bo, Tufvesson, Fredrik

“…The integration of high-precision cellular localization and machine learning (ML) is considered a cornerstone technique in future cellular navigation systems,…”
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Sensor Fusion for Robotic Workspace State Estimation by Olofsson, Bjorn, Antonsson, Jacob, Kortier, Henk G., Bernhardsson, Bo, Robertsson, Anders, Johansson, Rolf

“…We consider the problem of tool position and orientation state estimation for robot manipulators in workspace by sensor fusion of the internal robot joint…”
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Frequency-domain iterative learning control of a marine vibrator by Sörnmo, Olof, Bernhardsson, Bo, Kröling, Olle, Gunnarsson, Per, Tenghamn, Rune

“…To the purpose of marine seismic acquisition, new acoustic sources have been developed to reduce the environmental impact. The use of marine vibrators makes it…”
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ML-Enabled Outdoor User Positioning in 5G NR Systems via Uplink SRS Channel Estimates by Rath, Andre, Pjanic, Dino, Bernhardsson, Bo, Tufvesson, Fredrik

“…Cellular user positioning is a promising service provided by Fifth Generation New Radio (5G NR) networks. Besides, Machine Learning (ML) techniques are…”
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Tightly coupled positioning and multipath radio channel tracking by Mannesson, Anders, Yaqoob, Muhammad Atif, Bernhardsson, Bo, Tufvesson, Fredrik

“…Radio-based localization is an active research topic with a range of applications. In this paper, we focus on localization of a radio receiver equipped with an…”
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The effect of interventions on COVID-19/Reply by Soltesz, Kristian, Gustafsson, Fredrik, Timpka, Toomas, Jaldén, Joakim, Jidling, Carl, Heimerson, Albin, Schön, Thomas B, Spreco, Armin, Ekberg, Joakim, Dahlström, Örjan, Carlson, Fredrik Bagge, Jöud, Anna, Bernhardsson, Bo, Flaxman, Seth, Mishra, Swapnil, Scott, James, Ferguson, Neil, Gandy, Axel, Bhatt, Samir

“…Nature https://doi.org/10.1038/s41586-020-2405-7 (2020) Flaxman et al.1 took on the challenge of estimating the effectiveness of five categories of…”
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Stochastic analysis and control of real-time systems with random time delays by Nilsson, Johan, Bernhardsson, Bo, Wittenmark, Björn

“…The paper discusses modeling and analysis of realtime systems subject to random time delays in the communication network. A new method for analysis of…”
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Source Data Selection for Brain-Computer Interfaces based on Simple Features by Heskebeck, Frida, Bergeling, Carolina, Bernhardsson, Bo

“…This paper demonstrates that simple features available during the calibration of a brain-computer interface can be utilized for source data selection to…”
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Feedback–Feedforward Scheduling of Control Tasks by Cervin, Anton, Eker, Johan, Bernhardsson, Bo, Karl-Erik Årzén

“…A scheduling architecture for real-time control tasks is proposed. The scheduler uses feedback from execution-time measurements and feedforward from workload…”
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Frequency-domain analysis of linear time-periodic systems by Sandberg, H., Mollerstedt, E., Bernhardsson

“…In this paper, we study convergence of truncated representations of the frequency-response operator of a linear time-periodic system. The frequency-response…”
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