Fifty years of MIMO detection: The road to large-scale MIMOs

S Yang, L Hanzo - IEEE communications surveys & tutorials, 2015 - ieeexplore.ieee.org
The emerging massive/large-scale multiple-input multiple-output (LS-MIMO) systems that
rely on very large antenna arrays have become a hot topic of wireless communications …

[图书][B] MIMO-OFDM for LTE, WiFi and WiMAX: Coherent versus non-coherent and cooperative turbo transceivers

L Hanzo, Y Akhtman, L Wang, M Jiang - 2010 - books.google.com
MIMO-OFDM for LTE, WIFI and WIMAX: Coherent versus Non-Coherent and Cooperative
Turbo-Transceivers provides an up-to-date portrayal of wireless transmission based on …

Deep learning-based sphere decoding

M Mohammadkarimi, M Mehrabi… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
In this paper, a deep learning (DL)-based sphere decoding algorithm is proposed, where the
radius of the decoding hypersphere is learned by a deep neural network (DNN). The …

[图书][B] Low complexity MIMO detection

L Bai, J Choi - 2012 - books.google.com
Low Complexity MIMO Detection introduces the principle of MIMO systems and signal
detection via MIMO channels. This book systematically introduces the symbol detection in …

Toward optimally efficient search with deep learning for large-scale MIMO systems

L He, K He, L Fan, X Lei, A Nallanathan… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
This paper investigates the optimal signal detection problem with a particular interest in
large-scale multiple-input multiple-output (MIMO) systems. The problem is NP-hard and can …

Efficient high-performance decoding for overloaded MIMO antenna systems

KK Wong, A Paulraj, RD Murch - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
The practical challenge of capacity-achieving forward error-correcting codes (eg, space-time
turbo codes) is overcoming the tremendous complexity associated by their optimal joint …

Massively concurrent non-orthogonal multiple access for 5G networks and beyond

RA Stoica, GTF De Abreu, T Hara, K Ishibashi - IEEE Access, 2019 - ieeexplore.ieee.org
We propose a new signal spreading-based non-orthogonal multiple access (NOMA)
schemes that exploits the frame-theoretic design principles to enable the efficient …

DNN assisted sphere decoder

A Askri, GRB Othman - 2019 IEEE International Symposium on …, 2019 - ieeexplore.ieee.org
A modified sphere decoding (SD) scheme is proposed for multiple-input multiple-output
(MIMO) communication systems in this paper. The contribution of the paper includes the …

[HTML][HTML] Compressed sensing for finite-valued signals

S Keiper, G Kutyniok, DG Lee, GE Pfander - Linear Algebra and its …, 2017 - Elsevier
The need of reconstructing discrete-valued sparse signals from few measurements, that is
solving an underdetermined system of linear equations, appears frequently in science and …

A low-complexity generalized sphere decoding approach for underdetermined linear communication systems: performance and complexity evaluation

P Wang, T Le-Ngoc - IEEE transactions on communications, 2009 - ieeexplore.ieee.org
For underdetermined linear systems, original sphere decoding (SD) algorithms fail due to
zero diagonal elements in the upper-triangular matrix of the QR or Cholesky factorization of …