132 citations · 257 across the 9 of their papers we have counts for
9 papers
Generative Adversarial Networks (GANs) in Networking: A Comprehensive Survey & Evaluation
Hojjat Navidan, Parisa Fard Moshiri, Mohammad Nabati +4
Despite the recency of their conception, Generative Adversarial Networks (GANs) constitute an extensively researched machine learning sub-field for the creation of synthetic data t…
Using Synthetic Data to Enhance the Accuracy of Fingerprint-Based Localization: A Deep Learning Approach
Mohammad Nabati, Hojjat Navidan, Reza Shahbazian +2
Human-centered data collection is typically costly and implicates issues of privacy. Various solutions have been proposed in the literature to reduce this cost, such as crowdsource…
Using GAN to Enhance the Accuracy of Indoor Human Activity Recognition
Parisa Fard Moshiri, Hojjat Navidan, Reza Shahbazian +2
Indoor human activity recognition (HAR) explores the correlation between human body movements and the reflected WiFi signals to classify different activities. By analyzing WiFi sig…
Delay Analysis in Full-Duplex Heterogeneous Cellular Networks
Leila Marandi, Mansour Naslcheraghi, Seyed Ali Ghorashi +1
Heterogeneous networks (HetNets) as a combination of macro cells and small cells are used to increase the cellular network's capacity, and present a perfect solution for high-speed…
Performance Analysis of Inband FD-D2D Communications with Imperfect SI Cancellation for Wireless Video Distribution
Mansour Naslcheraghi, Seyed Ali Ghorashi, Mohammad Shikh-Bahaei
Tremendous growing demand for high data rate services is the main driver for increasing traffic in wireless cellular networks. Device-to-Device (D2D) communications have recently b…
Full-Duplex Device-to-Device Collaboration for Low-Latency Wireless Video Distribution
Mansour Naslcheraghi, Seyed Ali Ghorashi, Mohammad Shikh-Bahaei
Growing demand for video services is the main driver for increasing traffic in wireless cellular data networks. Wireless video distribution schemes have recently been proposed to o…
A Novel Device-to-Device Discovery Scheme for Underlay Cellular Networks
Mansour Naslcheraghi, Leila Marandi, Seyed Ali Ghorashi
Tremendous growing demand for high data rate services such as video, gaming and social networking in wireless cellular systems, attracted researchers' attention to focus on develop…
Localization in Wireless Sensor Networks Using Quadratic Optimization
Pouya Mollaebrahim Ghari, Reza Shahbazian, Seyed Ali Ghorashi
The localization problem in a wireless sensor network is to determine the coordination of sensor nodes using the known positions of some nodes (called anchors) and corresponding no…
A Less Noise-Sensitive SDP Relaxation in Wireless Sensor Network Localization
Pouya Mollaebrahim Ghari, Reza Shahbazian, Seyed Ali Ghorashi
There are variety of methods to solve the localization problem and among them semi-definite programming based methods have shown great performance in both complexity and accuracy a…