Non-linear, adaptive array processing for acoustic interference suppression.
A method is introduced where blind source separation of acoustical sources is combined with spatial processing to remove non-Gaussian, broadband interferers from space-time displays such as bearing track recorder displays. This differs from most standard techniques such as generalized sidelobe cancellers in that the separation of signals is not done spatially. The algorithm performance is compared to adaptive beamforming techniques such as minimum variance distortionless response beamforming. Simulations and experiments using two acoustic sources were used to verify the performance of the algorithm. Simulations were also used to determine the effectiveness of the algorithm under various signal to interference, signal to noise, and array geometry conditions. A voice activity detection algorithm was used to benchmark the performance of the source isolation.
Hoppe
Elizabeth
E
Department of Mechanical Engineering, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24060, USA. ehoppe@vt.edu
Roan
Michael
M