Terminal-Area Aircraft Intent Inference Approach Based on Online Trajectory Clustering

المؤلفون المشاركون

Yang, Yang
Zhang, Jun
Cai, Kai-quan

المصدر

The Scientific World Journal

العدد

المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-11، 11ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2015-06-10

دولة النشر

مصر

عدد الصفحات

11

التخصصات الرئيسية

الطب البشري
تكنولوجيا المعلومات وعلم الحاسوب

الملخص EN

Terminal-area aircraft intent inference (T-AII) is a prerequisite to detect and avoid potential aircraft conflict in the terminal airspace.

T-AII challenges the state-of-the-art AII approaches due to the uncertainties of air traffic situation, in particular due to the undefined flight routes and frequent maneuvers.

In this paper, a novel T-AII approach is introduced to address the limitations by solving the problem with two steps that are intent modeling and intent inference.

In the modeling step, an online trajectory clustering procedure is designed for recognizing the real-time available routes in replacing of the missed plan routes.

In the inference step, we then present a probabilistic T-AII approach based on the multiple flight attributes to improve the inference performance in maneuvering scenarios.

The proposed approach is validated with real radar trajectory and flight attributes data of 34 days collected from Chengdu terminal area in China.

Preliminary results show the efficacy of the presented approach.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Yang, Yang& Zhang, Jun& Cai, Kai-quan. 2015. Terminal-Area Aircraft Intent Inference Approach Based on Online Trajectory Clustering. The Scientific World Journal،Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1078969

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Yang, Yang…[et al.]. Terminal-Area Aircraft Intent Inference Approach Based on Online Trajectory Clustering. The Scientific World Journal No. 2015 (2015), pp.1-11.
https://search.emarefa.net/detail/BIM-1078969

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Yang, Yang& Zhang, Jun& Cai, Kai-quan. Terminal-Area Aircraft Intent Inference Approach Based on Online Trajectory Clustering. The Scientific World Journal. 2015. Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1078969

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1078969