Study of Signal Estimation Parameters via Rotational Invariance Technique by Using Ants Colony Optimization Algorithm
In this paper, an algorithm based on Ants Colony Optimization (ACO) is proposed for extraction of the Directions of Arrival (DOA) of several signals impinging on uniform linear arrays. This algorithm is used to reduce the computation time and complexity that occur in Estimation of Signal Parameters...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Unviversity of Technology- Iraq
2011-03-01
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| Series: | Engineering and Technology Journal |
| Subjects: | |
| Online Access: | https://etj.uotechnology.edu.iq/article_28056_a19ac6ea03ea3767dd71280621963c07.pdf |
| Summary: | In this paper, an algorithm based on Ants Colony Optimization (ACO) is proposed for extraction of the Directions of Arrival (DOA) of several signals impinging on uniform linear arrays. This algorithm is used to reduce the computation time and complexity that occur in Estimation of Signal Parameters via Rotational Invariance Technique (ESPRIT). In order to illustrate the accuracy and flexibility of the proposed algorithm, several simulation cases introduce of ESPRIT-DOA estimation by using ACO algorithm in environment of Matlab 7.8 program. Results are statistically analyzed in order to conclude from it the algorithm's accuracy and reliability |
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| ISSN: | 1681-6900 2412-0758 |