Reliability measure for sound source localization
Hyejeong Jeon, Seungil Kim, Lag-Yong Kim, Hee-Youn Lee, Hyunsoo Yoon
Abstract
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Hyejeong Jeon, Seungil Kim, Lag-Yong Kim, Hee-Youn Lee, Hyunsoo Yoon
Abstract
Open-access reader
In this paper, we propose a method of measuring the reliability of direction-of-arrival (DOA) estimation results. One idea for the reliability measure arises from a waterbed effect in DOA estimation. The reliability measure can be obtained from the difference between the maximum and minimum point of cross-correlation. If the calculated reliability measure has a lower value than a predefined threshold, the estimated DOA is regarded as a wrong result and subsequently discarded. Some experiments show that the proposed method can reject perturbed results of the estimated DOA.
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In this paper, we propose a method of measuring the reliability of direction-of-arrival (DOA) estimation results. One idea for the reliability measure arises from a waterbed effect in DOA estimation. The reliability measure can be obtained from the difference between the maximum and minimum point of cross-correlation. If the calculated reliability measure has a lower value than a predefined threshold, the estimated DOA is regarded as a wrong result and subsequently discarded. Some experiments show that the proposed method can reject perturbed results of the estimated DOA.
Key concepts: Measure (data warehouse), Reliability (semiconductor), Point (geometry), Direction of arrival, Computer science, Value (mathematics), Statistics, Point estimation