Joint approximately sparse channel estimation and data detection in OFDM systems using sparse Bayesian learning

R Prasad, CR Murthy, BD Rao - IEEE Transactions on Signal …, 2014 - ieeexplore.ieee.org
It is well known that the impulse response of a wideband wireless channel is approximately
sparse, in the sense that it has a small number of significant components relative to the …

Application of Bayesian hierarchical prior modeling to sparse channel estimation

NL Pedersen, CN Manchón, D Shutin… - 2012 IEEE …, 2012 - ieeexplore.ieee.org
Existing methods for sparse channel estimation typically provide an estimate computed as
the solution maximizing an objective function defined as the sum of the log-likelihood …

Joint channel estimation and data detection in MIMO-OFDM systems: A sparse Bayesian learning approach

R Prasad, CR Murthy, BD Rao - IEEE Transactions on signal …, 2015 - ieeexplore.ieee.org
The impulse response of wireless channels between the Nt transmit and Nr receive
antennas of a MIMO-OFDM system are group approximately sparse (ga-sparse), ie, the NtNr …

Bayesian learning aided sparse channel estimation for orthogonal time frequency space modulated systems

S Srivastava, RK Singh… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
A novel sparse channel state information (CSI) estimation scheme is proposed for
orthogonal time frequency space (OTFS) modulated systems, in which the pilots are directly …

[HTML][HTML] OFDM pilot allocation for sparse channel estimation

P Pakrooh, A Amini, F Marvasti - EURASIP Journal on Advances in Signal …, 2012 - Springer
In communication systems, efficient use of the spectrum is an indispensable concern.
Recently the use of compressed sensing for the purpose of estimating orthogonal frequency …

A new sparse channel estimation and tracking method for time-varying OFDM systems

D Hu, X Wang, L He - IEEE Transactions on Vehicular …, 2013 - ieeexplore.ieee.org
We propose a simple sparse channel estimation and tracking method for orthogonal
frequency-division multiplexing (OFDM) systems based on a dynamic parametric channel …

An efficient pilot design scheme for sparse channel estimation in OFDM systems

JC Chen, CK Wen, P Ting - IEEE Communications Letters, 2013 - ieeexplore.ieee.org
This paper investigates the pilot placement problem for sparse channel estimation in
orthogonal frequency division multiplexing (OFDM) systems. Prompted by the success of the …

Novel compressed sensing-based channel estimation algorithm and near-optimal pilot placement scheme

Y Zhang, R Venkatesan, OA Dobre… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper presents a novel recovery algorithm based on sparsity adaptive matching pursuit
(SaMP) and a new near-optimal pilot placement scheme, for compressed sensing (CS) …

Semi-blind most significant tap detection for sparse channel estimation of OFDM systems

F Wan, WP Zhu, MNS Swamy - IEEE Transactions on Circuits …, 2009 - ieeexplore.ieee.org
In this paper, a very efficient semi-blind approach for the detection of most significant taps
(MSTs) in sparse orthogonal frequency-division multiplexing (OFDM) channel estimation is …

Least mean square/fourth algorithm for adaptive sparse channel estimation

G Gui, A Mehbodniya, F Adachi - 2013 IEEE 24th Annual …, 2013 - ieeexplore.ieee.org
Broadband signal transmission over frequency-selective fading channel often requires
accurate channel state information at receiver. One of the most attracting adaptive channel …