A New Iterative Method for Passive Doppler Geolocation Based on Semi-Definite Programming
| Autor: | Yasar Kemal Alp, Hakan Ali Cirpany, Aydin Bayri, Mustafa Atahan Nuhoglu |
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| Rok vydání: | 2021 |
| Předmět: |
Iterative method
Doppler radar 020206 networking & telecommunications 02 engineering and technology law.invention Geolocation Signal-to-noise ratio law Position (vector) Hyperparameter optimization Convergence (routing) 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Radar Algorithm |
| Zdroj: | EUSIPCO |
| Popis: | In this work, we propose a new iterative method running on a receiver located at a moving platform for unco-operative radar geolocation. The method uses Doppler-shifted measurements of the stationary radar signals due to the platform motion. The carrier frequency and the position of the radar are estimated jointly in each iteration by solving a semi-definite program. Conducted experiments show that a few iterations are enough for convergence to stable estimates. Hence, the proposed method has a significant computational advantage compared to traditional techniques, which require an extensive grid search on either position or carrier frequency parameter space. |
| Databáze: | OpenAIRE |
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