Experimental investigations on coprime microphone arrays for direction-of-arrival estimation

2014 ◽  
Vol 136 (4) ◽  
pp. 2214-2214 ◽  
Author(s):  
Dane R. Bush ◽  
Ning Xiang ◽  
Jason E. Summers
Keyword(s):  
Direction Of Arrival ◽  
Microphone Arrays ◽  
Experimental Investigations ◽  
Direction Of Arrival Estimation

scholarly journals Direction of Arrival Estimation with Microphone Arrays Using SRP-PHAT and Neural Networks

2018 ◽  
Vol 6 ◽  
Author(s):  
David Díaz-Guerra Aparicio ◽  
José Ramón Beltrán Blázquez
Keyword(s):  
Neural Networks ◽  
Computational Complexity ◽  
Direction Of Arrival ◽  
Doa Estimation ◽  
Search Space ◽  
Microphone Arrays ◽  
Direction Of Arrival Estimation ◽  
Low Resolution ◽  
Phase Transform ◽  
Power Maps

The Steered Response Power with phase transform (SRP-PHAT) is one of the most employed techniques for Direction of Arrival (DOA) estimation with microphone arrays, but its computational complexity grows when the search space increases. To solve this issue, we propose the use of Neural Networks (NN) to obtain the DOA from low-resolution SRP-PHAT power maps.

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