395 citations · 967 across the 42 of their papers we have counts for
7 papers · 1 filter
Ordered-Statistics Decoding with Adaptive Gaussian Elimination Reduction for Short Codes
Chentao Yue, Mahyar Shirvanimoghaddam, Branka Vucetic +1
In this paper, we propose an efficient ordered-statistics decoding (OSD) algorithm with an adaptive Gaussian elimination (GE) reduction technique. The proposed decoder utilizes two…
Efficient Decoders for Short Block Length Codes in 6G URLLC
Chentao Yue, Vera Miloslavskaya, Mahyar Shirvanimoghaddam +2
This paper reviews the potential channel decoding techniques for ultra-reliable low-latency communications (URLLC). URLLC is renowned for its stringent requirements including ultra…
Rate-Convergence Tradeoff of Federated Learning over Wireless Channel
Ayoob Salari, Mahyar Shirvanimoghaddam, Branka Vucetic +1
In this paper, we consider a federated learning problem over wireless channel that takes into account the coding rate and packet transmission errors. Communication channels are mod…
NOMA Joint Channel Estimation and Signal Detection using Rotational Invariant Codes and GMM-based Clustering
Ayoob Salari, Mahyar Shirvanimoghaddam, Muhammad Basit Shahab +2
This paper studies the joint channel estimation and signal detection for the uplink power-domain non-orthogonal multiple access. The proposed technique performs both detection and…
Federated Learning with Erroneous Communication Links
Mahyar Shirvanimoghaddam, Ayoob Salari, Yifeng Gao +1
In this paper, we consider the federated learning (FL) problem in the presence of communication errors. We model the link between the devices and the central node (CN) by a packet…
Design and Analysis of Clustering-based Joint Channel Estimation and Signal Detection for NOMA
Ayoob Salari, Mahyar Shirvanimoghaddam, Muhammad Basit Shahab +2
We propose a joint channel estimation and signal detection approach for the uplink non-orthogonal multiple access (NOMA) using unsupervised machine learning. We apply a Gaussian mi…