Limitations of Experimental Channel Characterisation

Inhaltsverzeichnis (Table of Contents)

• ABSTRACT
• KURZFASSUNG
• 1 Introduction
• 2 State of the Art
• 2.1 Introduction
• 2.2 Channel Sounding and Parameter Estimation
• 2.2.1 MIMO Channel Sounding
• 2.2.2 Channel Parameter Estimation Methods
• 2.3 Propagation Measurement Systems and Methods
• 2.3.1 Measurement Systems
• 2.3.2 Measurement Methods
• 2.4 Antennas
• 2.5 Channel Modelling
• 2.5.1 Geometry Based Channel Models
• 2.5.2 Stochastic Channel Models
• 2.6 Summary
• 3 System Model and Measurement Setup
• 3.1 System Model
• 3.1.1 Radio Channel Model
• 3.1.2 Measurement System Model
• 3.2 Measurement Setup
• 3.2.1 Hardware Components
• 3.2.2 Measurement Procedures
• 3.3 Summary
• 4 Antenna Array Calibration and Performance Evaluation
• 4.1 Introduction
• 4.2 Effective Aperture Distribution Function (EADF)
• 4.3 2D Array Calibration Procedure
• 4.3.1 Measurement Procedure
• 4.3.2 Phase Offset Compensation
• 4.4 Performance Evaluation Framework
• 4.5 Experimental Verification
• 4.6 Summary
• 5 Limitations of Experimental Channel Characterisation
• 5.1 Introduction
• 5.2 Model Mismatch
• 5.2.1 Antenna Array Related Model Mismatch
• 5.2.2 Measurement System Related Model Mismatch
• 5.3 Parameter Estimation in the Presence of Model Mismatch
• 5.4 Summary
• 6 Experimental Channel Characterisation in Complex Propagation Environments
• 6.1 Introduction
• 6.2 Ray-Tracing Simulations
• 6.3 Experimental Verification
• 6.4 Results and Discussion
• 6.5 Summary
• 7 Conclusion
• 8 Bibliography

Zielsetzung und Themenschwerpunkte (Objectives and Key Themes)

This dissertation investigates the limitations of Experimental Channel Characterisation in real propagation environments. This involves recording multidimensional wideband channel matrices using MIMO channel sounders and antenna arrays on both transmit and receive sides. The primary goal is to characterise the radio channel using parameters such as Direction of Departure (DoD), Direction of Arrival (DoA), Time Delay of Arrival (TDoA), and complex polarimetric path weights.
The key themes explored in this work include:

• The impact of measurement system impairments and antenna array calibration errors on the accuracy of channel characterisation.
• The development of a powerful framework for performance evaluation of practical antenna arrays in terms of angular resolution limits.
• The investigation of model mismatch, including antenna array-related and measurement system-related errors, and their effects on parameter estimation.
• The analysis of the consequences of unavoidable errors on Experimental Channel Characterisation in complex propagation environments.
• The contribution of ray-tracing simulations and macro-cell propagation measurements to assess the reliability and relevance of the obtained results.

Zusammenfassung der Kapitel (Chapter Summaries)

• Chapter 1 provides an introduction to the research topic, outlining the importance of channel characterisation and the challenges associated with accurate measurement in real-world scenarios.
• Chapter 2 reviews the state of the art in channel sounding, parameter estimation, propagation measurement systems and methods, antennas, and channel modelling. This chapter provides a comprehensive overview of existing techniques and methodologies relevant to the research topic.
• Chapter 3 presents the system model and measurement setup used in the study. This includes detailed descriptions of the radio channel model, the measurement system model, the hardware components of the measurement setup, and the measurement procedures employed.
• Chapter 4 focuses on antenna array calibration and performance evaluation. It introduces the Effective Aperture Distribution Function (EADF) for modelling antenna radiation patterns, describes the 2D array calibration procedure, proposes a framework for performance evaluation based on Cramér-Rao bounds, and provides experimental verification of the proposed method.
• Chapter 5 delves into the limitations of Experimental Channel Characterisation, exploring the concept of model mismatch and its consequences on parameter estimation. This chapter investigates both antenna array-related and measurement system-related model mismatches, and proposes methods for correction and mitigation.
• Chapter 6 investigates Experimental Channel Characterisation in complex propagation environments using ray-tracing simulations and macro-cell propagation measurements. This chapter demonstrates the reliability and relevance of the obtained results in realistic scenarios.

Schlüsselwörter (Keywords)

This dissertation delves into the realm of Experimental Channel Characterisation, focusing on the accuracy limitations encountered in real-world propagation environments. It investigates the interplay of various factors, including measurement system impairments, antenna array calibration errors, and model mismatch, which contribute to the challenges of precise channel parameter estimation. Key terms include MIMO channel sounders, antenna arrays, parameter estimation, Direction of Departure (DoD), Direction of Arrival (DoA), Time Delay of Arrival (TDoA), complex polarimetric path weights, ray-tracing simulations, macro-cell propagation measurements, and model mismatch.