关键词: 测向, 宽带, 支持向量机, 频域相关

Abstract: A novel direction of arrival estimation method based on support vector machine is proposed. This method, which uses the phase differences extracted by frequency related technique in a broadband as the inputs of the SVM（Support Vector Machine） and trains the DOA（Direction Of Arrival） estimation model, can estimate multi narrowband or wideband singles in a wide frequency band. Compared with other algorithm, as the model trained is for a wider range of frequency, the method can greatly reduce the computation efficiency by avoiding changing the algorithm model to match the single frequency. Experimental results prove this method has higher precision and quick direction finding speed.

Key words: direction finding, broadband, support vector machine, frequency related