A New Effective MUSIC Algorithm for Direction of Arrival Estimation and Combining It with Beam Forming in Smart Antenna Systems
T. S. Ghouse Basha, P. V. Sridevi, M. N. Giri Prasad
Abstract
T. S. Ghouse Basha, P. V. Sridevi, M. N. Giri Prasad
Abstract
ABSTRACT Smart antenna is now commonly used in communication systems due to its high advantages. Two important functions in smart antenna are direction of arrival estimation and beam forming. The main aim of direction of arrival estimation in smart antenna is to estimate the direction of the signal and based on this angle the beam forming will identify the exact position and phase angle of the antenna. Here we proposed a new MUSIC algorithm for direction of arrival method to improve the performance of smart antenna. The proposed method uses genetic algorithm and neural network for direction of arrival estimation and beam forming. By using this method, the interference signal reduces and also the performance of the system increases. Keywords: Smart antenna, direction of arrival, beam forming, genetic algorithm, neural network.
A significance statement is not available in the OpenAlex record.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
ABSTRACT Smart antenna is now commonly used in communication systems due to its high advantages. Two important functions in smart antenna are direction of arrival estimation and beam forming. The main aim of direction of arrival estimation in smart antenna is to estimate the direction of the signal and based on this angle the beam forming will identify the exact position and phase angle of the antenna. Here we proposed a new MUSIC algorithm for direction of arrival method to improve the performance of smart antenna. The proposed method uses genetic algorithm and neural network for direction of arrival estimation and beam forming. By using this method, the interference signal reduces and also the performance of the system increases. Keywords: Smart antenna, direction of arrival, beam forming, genetic algorithm, neural network.
Key concepts: Smart antenna, Angle of arrival, Direction of arrival, Computer science, Antenna (radio), Genetic algorithm, Interference (communication), Algorithm