activity
20182022
most citedNovel Suboptimal approaches for Hyperparameter Tuning of Deep Neural Network [under the shelf of Optical Communication]

3 citations · 3 across the 10 of their papers we have counts for

collaborators

20 papers

eess.SP2022

Two-dimensional gridless super-resolution method for ISAR imaging

Mohammad Roueinfar, Mohammad Hossein Kahaei

We are focused on improving the resolution of images of moving targets in Inverse Synthetic Aperture Radar (ISAR) imaging. This could be achieved by recovering the scattering point…

eess.SP2022

ISAR imaging of space objects using encoded apertures

M. Roueinfar, M. H. Kahaei

A major threat to satellites is space debris with their low mass and high rotational speed. Accordingly, the short observation time of these objects is a major limitation in space…

eess.SP2021

Joint Power and Gain Allocation in MDM-WDM Optical Communication Networks Based on Enhanced Gaussian Noise Model

Mohammad Ali Amirabadi, Mohammad Hossein Kahaei, S. Alireza Nezamalhosseini

Achieving reliable communication over different channels and modes is one of the main goals of Mode Division Multiplexing-Wavelength Division Multiplexing (MDM-WDM) communication n…

cs.LG2021

Low-Rank Isomap Algorithm

Eysan Mehrbani, Mohammad Hossein Kahaei

The Isomap is a well-known nonlinear dimensionality reduction method that highly suffers from computational complexity. Its computational complexity mainly arises from two stages;…

eess.SP2021

Deep Reinforcement Learning-based Anti-jamming Power Allocation in a Two-cell NOMA Network

Sina Yousefzadeh Marandy, Mohammad Ali Amirabadi, Mohammad Hossein Kahaei +1

The performance of Non-orthogonal Multiple Access (NOMA) system dramatically decreases in the presence of inter-cell interference. This condition gets more challenging if a smart j…

cs.LG2020

Deep Learning Approach for Matrix Completion Using Manifold Learning

Saeid Mehrdad, Mohammad Hossein Kahaei

Matrix completion has received vast amount of attention and research due to its wide applications in various study fields. Existing methods of matrix completion consider only nonli…