Advanced Engineering Mathematics: Maple Computer Guide
Advanced Engineering Mathematics: Maple Computer Guide
3-D array pattern synthesis with frequency Invariant property for concentric ring array
IEEE Transactions on Signal Processing
Bird species recognition using support vector machines
EURASIP Journal on Applied Signal Processing
IEEE Transactions on Signal Processing
Automatic birdsong recognition with MFCC based syllable feature extraction
UIC'11 Proceedings of the 8th international conference on Ubiquitous intelligence and computing
Hierarchical semantic information modeling and ontology for bird ecology
Cluster Computing
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This paper presents a novel bird monitoring and recognition system in noisy environments. The project objective is to avoid bird strikes to aircraft. First, a cost-effective microphone dish concept (microphone array with many concentric rings) is presented that can provide directional and accurate acquisition of bird sounds and can simultaneously pick up bird sounds from different directions. Second, direction-of-arrival (DOA) and beamforming algorithms have been developed for the circular array. Third, an efficient recognition algorithm is proposed which uses Gaussian mixture models (GMMs). The overall system is suitable for monitoring and recognition for a large number of birds. Fourth, a hardware prototype has been built and initial experiments demonstrated that the array can acquire and classify birds accurately.