Roland Speicher

dblp:36/6900 · DBLP profile ↗
← Back
3ranked-venue papers
0as first author
0since 2021 · last 2017
0000-0002-7986-7496ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Theory of computation · 2Applied, interdisciplinary, general and emerging computing · 1

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer networks
2 papers
Physical-layer communications · 75% Datacenter networks · 25%

Topics — the 6 heaviest of 6, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Physical-layer communications
MIMO
0.422017
Asymptotic Analysis of Rayleigh Product Channels: A Free Probability Approach · IEEE Trans. Inf. Theory 2017
On Slow-Fading MIMO Systems With Nonseparable Correlation · IEEE Trans. Inf. Theory 2008
Physical-layer communications › MIMO › MIMO capacity
mutual information distribution
0.312017
Asymptotic Analysis of Rayleigh Product Channels: A Free Probability Approach · IEEE Trans. Inf. Theory 2017
Datacenter networks
remote procedure calls
0.312017
Asymptotic Analysis of Rayleigh Product Channels: A Free Probability Approach · IEEE Trans. Inf. Theory 2017
Physical-layer communications › MIMO
diversity-multiplexing tradeoff
0.112017
Asymptotic Analysis of Rayleigh Product Channels: A Free Probability Approach · IEEE Trans. Inf. Theory 2017
Physical-layer communications › channel modeling
channel correlation
0.112008
On Slow-Fading MIMO Systems With Nonseparable Correlation · IEEE Trans. Inf. Theory 2008
Physical-layer communications › fading channels › time-varying fading channel
slow fading channel
0.012008
On Slow-Fading MIMO Systems With Nonseparable Correlation · IEEE Trans. Inf. Theory 2008

Methods — techniques the papers use, named apart from their topics

free probability theory · 0.3asymptotic analysis · 0.3operator-valued free probability · 0.1
YearPublicationVenuePosition
2017 Asymptotic Analysis of Rayleigh Product Channels: A Free Probability Approach
abstract
The Rayleigh product channel model is useful in capturing the performance degradation due to rank deficiency of MIMO channels. In this paper, such a performance degradation is investigated via the distribution of mutual information assuming the block fading channels and the uniform power transmission scheme. Using techniques of free probability theory, the asymptotic variance of mutual information is derived when the dimensions of the channel matrices approach infinity. In this asymptotic regime, the mutual information is rigorously proven to be Gaussian distributed. Using the obtained results, a fundamental tradeoff between multiplexing gain and diversity gain of Rayleigh product channels under the uniform power transmission can be characterized by the closed-form expression at any finite signal-to-noise ratio. Numerical results are provided to compare the outage performance between the Rayleigh product channels and the conventional Rayleigh MIMO channels.
Zhong Zheng 0001, Lu Wei 0001, Roland Speicher, Ralf R. Müller, Jyri Hämäläinen, Jukka Corander
IEEE Trans. Inf. Theory3
2015 On the finite-SNR Diversity-Multiplexing Tradeoff in large Rayleigh product channels
abstract
The Diversity-Multiplexing Tradeoff (DMT) is studied for the large Rayleigh product channel at non-asymptotic SNRs. The first result is that, as matrix dimensions growing to infinity, the channel capacity converges to a Gaussian random variable. Based on this, we derive a compact expression for the finite-SNR DMT. From the analytical and numerical results, we gain useful insight into the fundamental tradeoff of the considered channel model in the realistic SNR regime.
Zhong Zheng 0001, Lu Wei 0001, Roland Speicher, Ralf R. Müller, Jyri Hämäläinen, Jukka Corander
ISIT3
2008 On Slow-Fading MIMO Systems With Nonseparable Correlation
abstract
In a frequency-selective slow-fading channel in a multiple-input multiple-output (MIMO) system, the channel matrix is of the form of a block matrix. A method is proposed to calculate the limit of the eigenvalue distribution of block matrices if the size of the blocks tends to infinity. Asymptotic eigenvalue distribution of$HH^*$is also calculated, where the entries of$H$are jointly Gaussian, with a correlation of the form$E[h_{pj}\bar h_{qk}]= \sum_{s=1}^t \Psi^{(s)}_{jk}\mathhat\Psi^{(s)}_{pq}$(where$t$is fixed and does not increase with the size of the matrix). An operator-valued free probability approach is used to achieve this goal. Using this method, a system of equations is derived, which can be solved numerically to compute the desired eigenvalue distribution.
Reza Rashidi Far, Tamer Oraby, Wlodzimierz Bryc, Roland Speicher
IEEE Trans. Inf. Theory4