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Olasılık Hipotez Yoğunluğu Süzgeci kullanarak Akustik Sensörlerle Kara Araçları Takibi | IEEE Conference Publication | IEEE Xplore

Olasılık Hipotez Yoğunluğu Süzgeci kullanarak Akustik Sensörlerle Kara Araçları Takibi


Abstract:

In this paper, we explore the potential of networked microphone arrays for multiple target tracking. Tracking is accomplished by using the direction-of-arrival (DOA) esti...Show More

Abstract:

In this paper, we explore the potential of networked microphone arrays for multiple target tracking. Tracking is accomplished by using the direction-of-arrival (DOA) estimates of multiple microphone arrays. Each microphone array obtains the DOA estimates by using the wideband extensions of the multiple signal classification (MUSIC) technique. Based on these DOA estimates, multi target tracking is done by using Probability hypothesis density (PHD) and cardinalized probability hypothesis density (CPHD) algorithms. The results show that the CPHD performs better than the PHD as it estimates the number of targets more accurately.
Date of Conference: 18-20 April 2012
Date Added to IEEE Xplore: 28 May 2012
ISBN Information:
Print ISSN: 2165-0608
Conference Location: Mugla, Turkey

References

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