A unified approach to sparse signal processing
A unified view of the area of sparse signal processing is presented in tutorial form by
bringing together various fields in which the property of sparsity has been successfully …
bringing together various fields in which the property of sparsity has been successfully …
Pilot design schemes for sparse channel estimation in OFDM systems
In this paper, we consider the pilot design based on the mutual incoherence property (MIP)
for sparse channel estimation in orthogonal frequency-division multiplexing (OFDM) …
for sparse channel estimation in orthogonal frequency-division multiplexing (OFDM) …
Novel compressed sensing-based channel estimation algorithm and near-optimal pilot placement scheme
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) …
(SaMP) and a new near-optimal pilot placement scheme, for compressed sensing (CS) …
Multihypothesis compressed video sensing technique
In this paper, we present a compressive sampling and multihypothesis (MH) reconstruction
strategy for video sequences that has a rather simple encoder, while the decoding system is …
strategy for video sequences that has a rather simple encoder, while the decoding system is …
Compressive sensing-based pilot design for sparse channel estimation in OFDM systems
We consider the deterministic pilot design problem for sparse channel estimation in an
Orthogonal Frequency Division Multiplexing (OFDM) system. Our design is based on …
Orthogonal Frequency Division Multiplexing (OFDM) system. Our design is based on …
Sparse signal processing using iterative method with adaptive thresholding (IMAT)
Classical sampling theorem states that by using an anti-aliased low-pass filter at the Nyquist
rate, one can transmit and retrieve the filtered signal. This approach, which has been used …
rate, one can transmit and retrieve the filtered signal. This approach, which has been used …
Joint pilot power & pattern design for compressive OFDM channel estimation
M Khosravi, S Mashhadi - IEEE Communications Letters, 2014 - ieeexplore.ieee.org
This letter investigates the deterministic design of pilot power and pattern for sparse channel
estimation in OFDM systems based on minimizing the coherence of the DFT sub-matrix. It …
estimation in OFDM systems based on minimizing the coherence of the DFT sub-matrix. It …
Deterministic pilot design for sparse channel estimation in MISO/multi-user OFDM systems
We study the pilot design problem for sparse channel estimation in OFDM systems where
multiple channels are estimated at a single antenna receiver. Such design is applicable to …
multiple channels are estimated at a single antenna receiver. Such design is applicable to …
Sparse signal processing
Conventional sampling techniques are based on Shannon-Nyquist theory which states that
the required sampling rate for perfect recovery of a band-limited signal is at least twice its …
the required sampling rate for perfect recovery of a band-limited signal is at least twice its …
Fast fading channel estimation by Kalman filtering and CIR support tracking
Z Jellali, LN Atallah - IEEE Transactions on Broadcasting, 2017 - ieeexplore.ieee.org
Structured estimation of channel impulse response (CIR) is considered in orthogonal
frequency division multiplexing (OFDM) systems for which the channel exhibits a sparse …
frequency division multiplexing (OFDM) systems for which the channel exhibits a sparse …