output
20082026
most citedMulti-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals

328 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.ITShow all

11 papers · 1 filter

cs.IT2022★ 7 cited

Precoding and Decoding Schemes for Downlink MIMO-RSMA with Simultaneous Diagonalization and User Exclusion

Rouaa Diab, Aravindh Krishnamoorthy, Robert Schober

In this paper, we consider the precoder design for downlink multiple-input multiple-output (MIMO) rate-splitting multiple access (RSMA) systems. The proposed scheme with simultaneo…

cs.IT2020

Efficient Detectors for Telegram Splitting based Transmission in Low Power Wide Area Networks with Bursty Interference

Steven Kisseleff, Jakob Kneissl, Gerd Kilian +1

Low Power Wide Area (LPWA) networks are known to be highly vulnerable to external in-band interference in terms of packet collisions which may substantially degrade the system perf…

cs.IT2020★ 40 cited

Uplink and Downlink MIMO-NOMA with Simultaneous Triangularization

Aravindh Krishnamoorthy, Robert Schober

In this paper, we consider the uplink and downlink precoder design for two-user power-domain multiple-input multiple-output (MIMO) non-orthogonal multiple access (NOMA) systems. We…

cs.IT2020★ 4 cited

Precoder Design and Power Allocation for Downlink MIMO-NOMA via Simultaneous Triangularization

Aravindh Krishnamoorthy, Meng Huang, Robert Schober

In this paper, we consider the downlink precoder design for two-user power-domain multiple-input multiple-output (MIMO) non-orthogonal multiple access (NOMA) systems. The proposed…

cs.IT2020★ 94 cited

6G White Paper on Machine Learning in Wireless Communication Networks

Samad Ali, Walid Saad, Nandana Rajatheva +24

The focus of this white paper is on machine learning (ML) in wireless communications. 6G wireless communication networks will be the backbone of the digital transformation of socie…

cs.IT2016★ 14 cited

On the SNR Variability in Noisy Compressed Sensing

Anastasia Lavrenko, Florian Roemer, Giovanni Del Galdo +1

Compressed sensing (CS) is a sampling paradigm that allows to simultaneously measure and compress signals that are sparse or compressible in some domain. The choice of a sensing ma…

cs.IT2016★ 52 cited

Performance analysis of multi-dimensional ESPRIT-type algorithms for arbitrary and strictly non-circular sources with spatial smoothing

Jens Steinwandt, Florian Roemer, Martin Haardt +1

Spatial smoothing is a widely used preprocessing scheme to improve the performance of high-resolution parameter estimation algorithms in case of coherent signals or if only a small…

cs.IT2015★ 1 cited

Energy-Efficient 5G Outdoor-to-Indoor Communication: SUDAS Over Licensed and Unlicensed Spectrum

Derrick Wing Kwan Ng, Marco Breiling, Christian Rohde +2

In this paper, we study the joint resource allocation algorithm design for downlink and uplink multicarrier transmission assisted by a shared user equipment (UE)-side distributed a…

cs.IT2015★ 46 cited

Deterministic Cramer-Rao bound for strictly non-circular sources and analytical analysis of the achievable gains

Jens Steinwandt, Florian Roemer, Martin Haardt +1

Recently, several high-resolution parameter estimation algorithms have been developed to exploit the structure of strictly second-order (SO) non-circular (NC) signals. They achieve…

cs.IT2015★ 24 cited

On Capacity of Active Relaying in Magnetic Induction based Wireless Underground Sensor Networks

S. Kisseleff, B. Sackenreuter, I. F. Akyildiz +1

Wireless underground sensor networks (WUSNs) present a variety of new research challenges. Magnetic induction (MI) based transmission has been proposed to overcome the very harsh p…

cs.IT2014★ 11 cited

Resource Allocation for Outdoor-to-Indoor Multicarrier Transmission with Shared UE-side Distributed Antenna Systems

Marco Breiling, Derrick Wing Kwan Ng, Christian Rohde +2

In this paper, we study the resource allocation algorithm design for downlink multicarrier transmission with a shared user equipment (UE)-side distributed antenna system (SUDAS) wh…