Search Results for author: Sharief Saleh

Found 7 papers, 0 papers with code

Integration of 5G and Motion Sensors for Vehicular Positioning: A Loosely-Coupled Approach

no code implementations16 Mar 2024 Sharief Saleh, Qamar Bader, Malek Karaim, Mohamed Elhabiby, Aboelmagd Noureldin

Most of the 5G positioning literature relies on constant motion models to bridge such 5G outages, which do not capture the true dynamics of the vehicle.

Autonomous Vehicles Sensor Fusion

Demonstrating the Merits of Integrating Multipath Signals into 5G LoS-Based Positioning Systems for Navigation in Challenging Environments

no code implementations23 Jun 2023 Qamar Bader, Sharief Saleh, Mohamed Elhabiby, Aboelmagd Noureldin

Constrained environments, such as indoor and urban settings, present a significant challenge for accurate moving object positioning due to the diminished line-of-sight (LoS)communication with the wireless anchor used for positioning.

Enabling High-Precision 5G mmWave-Based Positioning for Autonomous Vehicles in Dense Urban Environments

no code implementations4 May 2023 Qamar Bader, Sharief Saleh, Mohamed Elhabiby, Aboelmagd Noureldin

To address this challenge, we exploit 5G multipath and LoS signals to improve positioning performance in dense urban environments.

Autonomous Vehicles

Integrated 5G mmWave Positioning in Deep Urban Environments: Advantages and Challenges

no code implementations3 May 2023 Sharief Saleh, Qamar Bader, Malek Karaim, Mohamed Elhabiby, Aboelmagd Noureldin

Inspired by INS-GNSS integration literature, all methods defaulted to a tightly-coupled (TC) integration scheme, which hinders the potential of such an integration.

Autonomous Vehicles

5G Multi-BS Positioning: A Decentralized Fusion Scheme

no code implementations7 Mar 2023 Sharief Saleh, Qamar Bader, Mohamed Elhabiby, Aboelmagd Noureldin

Such measurements have a non-linear relationship with the positioning states of the filter, giving rise to linearization errors.

A Step Closer Towards 5G mmWave-based Multipath Positioning in Dense Urban Environments

no code implementations2 Mar 2023 Qamar Bader, Sharief Saleh, Mohamed Elhabiby, Aboelmagd Noureldin

Yet, many multipath-based methods in the literature share a common assumption, which entails that multipath signals are caused by single-bounce reflections only, which is not usually the case.

Ensemble Learning

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