TY - CHAP A1 - Rasp, Franziska A1 - Sahinbas, Burak A1 - Reisinger, Thomas A1 - Hipp, Susanne A1 - Leitgeb, Erich T1 - From Ray Tracing to Channel Impulse Responses: A Review on the Description of Polarimetric Time-Invariant SISO Channels T2 - 2024 International Conference on Broadband Communications for Next Generation Networks and Multimedia Applications (CoBCom), 09-11 July 2024, Graz, Austria N2 - One key enabler of autonomous driving is vehicle-to-everything (V2X) communication and positioning using cellular technologies. To design a vehicular localization system, the understanding and modeling of the physical radio channel (RC) is crucial. Polarization is an important yet often overlooked parameter of the RC. The combined polarization of the transmitting and receiving antennas, along with the environment, significantly affects the Channel Impulse Response (CIR) and localization performance. This paper aims to provide a deterministic description of the time-invariant Single-Input Single-Output (SISO) RC with focus on its polarimetric properties. The aim is to link the understanding of physical wave propagation directly to the conventional CIR descriptions used in localization and signal processing. The focus is on SISO RC modeling for arbitrary antennas, including Line-of-Sight (LoS) and multiple reflections. This study intentionally excludes diffraction, diffuse scattering, and bandwidth limitations, yet establishes a foundational frame-work for future multi-antenna systems with full polarimetric capabilities. The paper describes wave propagation using the Jones Calculus to separate polarimetric wave components, and models the polarimetric reception typical of RC modeling methods in positioning. This approach allows for the calculation of received signal at the antenna feed point. The application context of this research is in ranging or positioning within the V2X framework. KW - Channel Modeling KW - Ray Tracing KW - Wave Propagation KW - Friis KW - Jones Calculus KW - Polarization Diversity Y1 - 2024 SN - 979-8-3503-8845-9 U6 - https://doi.org/10.1109/CoBCom62281.2024.10631174 SN - 2834-8265 SP - 1 EP - 8 PB - IEEE ER - TY - CHAP A1 - Rasp, Franziska A1 - Sahinbas, Burak A1 - Reisinger, Thomas A1 - Hipp, Susanne A1 - Leitgeb, Erich T1 - Experimental Validation of a Full Polarimetric Channel Model with Frequency-Dependent Antenna Gain for Polarization Diversity Studies T2 - 2025 19th European Conference on Antennas and Propagation (EuCAP), 30. March-04. April 2025, Stockholm N2 - Autonomous driving, child presence detection, and digital car keys rely on precise localization. Therefore, accurate simulation environments are essential for designing radio systems and optimizing their positioning algorithms. A critical aspect of developing a reliable localization system is modeling the physical radio channel, which includes the transmitting antenna, the propagation medium, and the receiving antenna. However, existing channel models often overlook important physical effects of antennas, such as frequency dependence and polarization, leading to discrepancies between simulations and real-world measurements. To address this, the paper enhances full polarimetric channel models by incorporating the frequency dependence of both antennas and propagation channels. The theoretical model is validated through Vector Network Analyzer channel sounding measurements using reference antennas. This approach provides a foundation for polarization-based post-processing, ultimately improving positioning accuracy. KW - Accuracy KW - Antenna Embedding KW - Antenna measurements KW - Antennas KW - Channel Modelling KW - Channel models KW - Channel Sounding KW - Frequency dependence KW - Frequency diversity KW - Location awareness KW - Polarization Diversity KW - Propagation KW - Receiving antennas KW - Transmitting antennas KW - Vectors Y1 - 2025 SN - 978-88-31299-10-7 U6 - https://doi.org/10.23919/EuCAP63536.2025.10999403 PB - IEEE ER -