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Published on: May 1, 2018
Direction of Arrival Estimation Based on Received Signal Strength Using Two-Row Electronically Steerable Parasitic
Mateusz Rzymowski1, Krzysztof Nyka1, Lukasz Kulas1
1Department of Microwave and Antenna Engineering, Faculty of Electronics, Telecommunications and Informatics, Gdansk University of Technology, Narutowicza 11/12, 80-233 Gdansk, Poland.
This study introduces a new direction-of-arrival (DoA) estimation method using a specialized antenna. The approach accurately determines signal origin using only received signal strength, even in low signal conditions.
Area of Science:
- Electromagnetics and Antenna Theory
- Signal Processing
- Wireless Communications
Background:
- Direction-of-arrival (DoA) estimation is crucial for wireless systems.
- Existing methods often require complex antenna arrays or prior signal knowledge.
- Received Signal Strength (RSS) offers a simpler alternative if effectively utilized.
Purpose of the Study:
- To develop a novel DoA estimation technique using a two-row Electronically Steerable Parasitic Array Radiator (ESPAR) antenna.
- To leverage Received Signal Strength (RSS) measurements exclusively for DoA determination.
- To validate the proposed method's accuracy across various signal conditions and angles.
Main Methods:
- Utilized a 12-element two-row ESPAR antenna with elevation and azimuth beam switching capabilities.
- Investigated 18 unique 3D antenna radiation patterns measured in an anechoic chamber.
- Generalized the Power-Pattern Cross-Correlation (PPCC) algorithm with Multiple Calibration Planes (MCP) and specific pattern combinations.
- Developed a new RSS-based accuracy assessment method testing various elevation angles (θ).
Main Results:
- The proposed method accurately estimates DoA in the horizontal plane using only 12 radiation patterns.
- Effective performance was demonstrated even at low Signal-to-Noise Ratio (SNR) levels.
- The system does not require prior knowledge of the signal's elevation direction.
Conclusions:
- The two-row ESPAR antenna, combined with the generalized PPCC algorithm and RSS, provides an effective DoA estimation solution.
- This approach offers accurate horizontal plane DoA estimation without needing elevation angle information.
- The method is robust and performs well under low SNR conditions, enhancing wireless system capabilities.
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