Search Results for author: Mohammad Amin Maleki Sadr

Found 3 papers, 0 papers with code

A BFF-Based Attention Mechanism for Trajectory Estimation in mmWave MIMO Communications

no code implementations23 Jan 2024 Mohammad Shamsesalehi, Mahmoud Ahmadian Attari, Mohammad Amin Maleki Sadr, Benoit Champagne, Marwa Qaraqe

This TN-based approach estimates wireless device trajectories using BFF sequences recorded within a mmWave MIMO outdoor system.

Satellite Anomaly Detection Using Variance Based Genetic Ensemble of Neural Networks

no code implementations10 Feb 2023 Mohammad Amin Maleki Sadr, Yeying Zhu, Peng Hu

Then these uncertainty levels and each predictive model suggested by GA are used to generate a new model, which is then used for forecasting the TS and AD.

Anomaly Detection

An Anomaly Detection Method for Satellites Using Monte Carlo Dropout

no code implementations27 Nov 2022 Mohammad Amin Maleki Sadr, Yeying Zhu, Peng Hu

In this paper, we present a tractable approximation for BNN based on the Monte Carlo (MC) dropout method for capturing the uncertainty in the satellite telemetry time series, without sacrificing accuracy.

Anomaly Detection Time Series +1

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