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20022024
most citedDeep Learning for Audio Signal Processing

859 citations

Showing 2021Show all

28 papers · 1 filter

eess.SP2021

Beamspace MIMO for Satellite Swarms

Maik Röper, Bho Matthiesen, Dirk Wübben +2

Systems of small distributed satellites in low Earth orbit (LEO) transmitting cooperatively to a multiple antenna ground station (GS) are investigated. These satellite swarms have…

eess.SP20213 cited

Statistics of the Effective Massive MIMO Channel in Correlated Rician Fading

Jens Abraham, Pablo Ramirez-Espinosa, Torbjörn Ekman

Massive MIMO base stations use multiple spatial diversity branches, which are often assumed to be uncorrelated in theoretical work. Correlated branches are considered seldom since…

cond-mat.mes-hall20216 cited

Dynamic polarizability of low-dimensional excitons

Thomas Garm Pedersen

Excitons in low-dimensional materials behave mathematically as confined hydrogen atoms. An appealing unified description of confinement in quantum wells or wires, etc., is found by…

cs.IT20211 cited

Remote Anomaly Detection in Industry 4.0 Using Resource-Constrained Devices

Anders E. Kalør, Daniel Michelsanti, Federico Chiariotti +2

A central use case for the Internet of Things (IoT) is the adoption of sensors to monitor physical processes, such as the environment and industrial manufacturing processes, where…

cs.LG2021

Active Learning of Markov Decision Processes using Baum-Welch algorithm (Extended)

Giovanni Bacci, Anna Ingólfsdóttir, Kim Larsen +1

Cyber-physical systems (CPSs) are naturally modelled as reactive systems with nondeterministic and probabilistic dynamics. Model-based verification techniques have proved effective…

math.OC2021

Safe Dynamic Programming

Rafal Wisniewski, Manuela L. Bujorianu

We incorporate safety specifications into dynamic programming. Explicitly, we address the minimization problem of a Markov decision process up to a stopping time with safety constr…