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HDDM Hardware Evaluation for Robust Interference Mitigation
Fabio Garzia1, Johannes Rossouw van der Merwe1, Alexander Rügamer1
1Satellite-Based Positioning Systems Department, Fraunhofer IIS, Nordostpark 84, 90411 Nuremberg, Germany.
Sensors (Basel, Switzerland)
|November 18, 2020
Summary
Robust interference mitigation is crucial for Global Navigation Satellite System (GNSS) receivers. A new hardware implementation of the High-rate DFT-based Data Manipulator (HDDM) algorithm demonstrates effective performance against various interference types.
Area of Science:
- Electrical Engineering
- Signal Processing
- Navigation Systems
Background:
- Global Navigation Satellite System (GNSS) receivers are susceptible to performance degradation caused by signal interference.
- Existing interference mitigation techniques often lack robustness and multi-purpose applicability for diverse interference scenarios.
- Reliable GNSS operation necessitates advanced methods to counteract various forms of signal disruption.
Purpose of the Study:
- To describe state-of-the-art interference mitigation techniques for GNSS receivers.
- To propose and present a hardware implementation of the High-rate DFT-based Data Manipulator (HDDM) algorithm as a solution to current limitations.
- To evaluate the performance, resource utilization, and power consumption of the HDDM hardware module in different receiver configurations.
Main Methods:
- A hardware module of the HDDM algorithm was implemented.
- The HDDM module was integrated into three distinct GNSS receivers with varying analog radio-frequency (RF) front-end dynamic ranges.
- Performance was evaluated by comparing the HDDM-equipped receivers against low-end and high-end commercial receivers using diverse interference types, including frequency hopping and pulsed interference.
Main Results:
- The hardware HDDM implementation achieved performance comparable or superior to existing state-of-the-art mitigation techniques.
- The HDDM demonstrated enhanced effectiveness against more complex interference types, such as frequency hopping and pulsed signals.
- Resource utilization and power consumption were evaluated across different receiver integrations, providing insights into hardware efficiency.
Conclusions:
- The HDDM algorithm, particularly in its hardware implementation, offers a robust and effective solution for GNSS interference mitigation.
- The HDDM shows significant advantages over conventional methods when dealing with challenging and complex interference environments.
- The proposed hardware module provides a viable path towards improving the reliability and performance of GNSS receivers in adverse signal conditions.
Keywords:
discrete Fourier transform (DFT)global navigation satellite system (GNSS)high-rate DFT-based data manipulator (HDDM)interferencemitigationMore Related Videos
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