16 citations · 16 across the 5 of their papers we have counts for
6 papers
Wavelet-Guided Water-Level Estimation for ISAC
Ayoob Salari, Kai Wu, Khawaja Fahad Masood +2
Real-time water-level monitoring across many locations is vital for flood response, infrastructure management, and environmental forecasting. Yet many sensing methods rely on fixed…
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…
Clustering-based Joint Channel Estimation and Signal Detection for Grant-free NOMA
Ayoob Salari, Mahyar Shirvanimoghaddam, Muhammad Basit Shahab +2
We propose a joint channel estimation and signal detection technique for the uplink non-orthogonal multiple access using an unsupervised clustering approach. We apply the Gaussian…