37 citations · 78 across the 17 of their papers we have counts for
6 papers · 1 filter
Weighted diffusion LMP algorithm for distributed estimation in non-uniform noise conditions
H. Zayyani, M. Korki
This letter presents an improved version of diffusion least mean ppower (LMP) algorithm for distributed estimation. Instead of sum of mean square errors, a weighted sum of mean squ…
Sparse Diffusion Steepest-Descent for One Bit Compressed Sensing in Wireless Sensor Networks
Hadi Zayyani, Mehdi Korki, Farrokh Marvasti
This letter proposes a sparse diffusion steepest-descent algorithm for one bit compressed sensing in wireless sensor networks. The approach exploits the diffusion strategy from dis…
Bayesian hypothesis testing for one bit compressed sensing with sensing matrix perturbation
H. Zayyani, M. Korki, F. Marvasti
This letter proposes a low-computational Bayesian algorithm for noisy sparse recovery in the context of one bit compressed sensing with sensing matrix perturbation. The proposed al…
Dictionary Learning for Blind One Bit Compressed Sensing
Hadi Zayyani, Mehdi Korki, Farrokh Marvasti
This letter proposes a dictionary learning algorithm for blind one bit compressed sensing. In the blind one bit compressed sensing framework, the original signal to be reconstructe…
Bayesian Hypothesis Testing for Block Sparse Signal Recovery
Mehdi Korki, Hadi Zayyani, Jingxin Zhang
This letter presents a novel Block Bayesian Hypothesis Testing Algorithm (Block-BHTA) for reconstructing block sparse signals with unknown block structures. The Block-BHTA comprise…
Iterative Bayesian Reconstruction of Non-IID Block-Sparse Signals
Mehdi Korki, Jingxin Zhang, Cishen Zhang +1
This paper presents a novel Block Iterative Bayesian Algorithm (Block-IBA) for reconstructing block-sparse signals with unknown block structures. Unlike the existing algorithms for…