Learning-based signal detection for MIMO systems with unknown noise statistics

K He, L He, L Fan, Y Deng… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
This paper aims to devise a generalized maximum likelihood (ML) estimator to robustly
detect signals with unknown noise statistics in multiple-input multiple-output (MIMO) …

Fundamental limits of linear equalizers: diversity, capacity, and complexity

X Ma, W Zhang - IEEE Transactions on Information Theory, 2008 - ieeexplore.ieee.org
Linear equalizers (LEs) have been widely adopted for practical systems due to their low
computational complexity. However, it is also well known that LEs provide inferior …

A combined MMSE-ML detection for a spectrally efficient non orthogonal FDM signal

I Kanaras, A Chorti, MRD Rodrigues… - 2008 5th International …, 2008 - ieeexplore.ieee.org
In this paper, we investigate the possibility of reliable and computationally efficient detection
for spectrally efficient non-orthogonal Multiplexing (FDM) system, exhibiting varying levels of …

[PDF][PDF] Analysis of Sub-optimum detection techniques for a bandwidth efficient multi-carrier communication system

I Kanaras, A Chorti, M Rodrigues… - Cranfield Multi …, 2008 - dspace.lib.cranfield.ac.uk
In this paper, we investigate the performance of various detection techniques for a spectrally
efficient Frequency Division Multiplexing (FDM) system. In particular, we evaluate by …

A practical system for improved efficiency in frequency division multiplexed wireless networks

RG Clegg, S Isam, I Kanaras, I Darwazeh - IET communications, 2012 - IET
Spectral efficiency is a key design issue for all wireless communication systems. Orthogonal
frequency division multiplexing (OFDM) is a very well-known technique for efficient data …

Spectrally efficient multicarrier communication systems: signal detection, mathematical modelling and optimisation

I Kanaras - 2010 - discovery.ucl.ac.uk
This thesis considers theoretical, analytical and engineering design issues relating to non-
orthogonal Spectrally Efficient Frequency Division Multiplexing (SEFDM) communication …

[PDF][PDF] Approximate ML detection based on MMSE for MIMO systems

F Wang, Y Xiong, X Yang - PIERS online, 2007 - scholar.archive.org
We derive two types of approximate maximum likelihood (ML) detection based on minimum
mean squared error (MMSE), MMSE-CML (conditional ML) detection and MMSECLML …

Computational complexity and performance of RAKE receivers with channel estimation for DS-UWB

H Sato, T Ohtsuki - IEICE transactions on fundamentals of …, 2005 - search.ieice.org
In this paper, we evaluate the computational complexity and the performance of the RAKE
receivers for the Direct Sequence--Ultra Wideband (DS-UWB) with considering the accuracy …

Suboptimal algorithm of MLD using gradient signal search in direction of noise enhancement for MIMO channels

TH Khine, K Fukawa, H Suzuki - IEICE transactions on …, 2007 - search.ieice.org
This paper proposes a suboptimal algorithm for the maximum likelihood detection (MLD) in
multiple-input multiple-output (MIMO) communications. The proposed algorithm regards …

A robust STBC-based transmit diversity scheme for OFDM systems over spatially transmit correlated fading channels

E Ko, D Hong - IEEE transactions on vehicular technology, 2007 - ieeexplore.ieee.org
In this paper, we propose a robust space-time block coded (STBC)-based transmit diversity
scheme with low decoding complexity against spatially transmit-correlated fading channels …