A Novel Neural Network Based Direction Of Arrival Estimation Algorithm
Selcuk Caylar
Broschiertes Buch

A Novel Neural Network Based Direction Of Arrival Estimation Algorithm

The basics of Neural Network Based Direction of Arrival Estimation, details of Novel Neural Network Algorithm

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Direction of Arrival Estimation (DoA) is one of the major problems for many applications such as radar, navigation, mobile communications, electronic warfare systems, sonar and seismology. In the previous decade some powerfull and high-resolution methods for DoA estimation such as MUSIC and ESPRIT had already been developed. However, these conventional methods were having some drawbacks such as the number of arriving sources must be less than the number of antenna array elements and a accuracy degradation of DoA estimation under low SNR. Therefore they were not able to meet real-time requireme...