افزودن گره‌های مرجع جدید در یک سامانه مکان‌یاب به منظور بهبود تخمین موقعیت مکانی

نوع مقاله : مقاله پژوهشی

نویسندگان

1 دانشجوی دکتری، دانشکده مهندسی برق و کامپیوتر، دانشگاه شیراز، شیراز، ایران

2 استاد، دانشکده مهندسی برق و کامپیوتر، دانشگاه شیراز، شیراز، ایران

چکیده

در یک شبکه مکان­یابی نحوه چیدمان گره­های مرجع در شبکه اثر قابل­توجهی بر دقت تخمین مکان نقاط مورد نظر دارد. در این مقاله، فرض بر این است که یک شبکه مشتمل بر تعدادی گره مرجع با چیدمانی مشخص شده برای مکان­یابی است و هدف اضافه کردن تعدادی مرجع جدید به سامانه به منظور افزایش دقت مکان­یابی است. در این شبکه، مکان یک گره بر اساس اندازه­گیری فاصله تا گره­های مرجع تخمین زده می­شود. برای این منظور با استفاده از نظریه قاب الگوریتمی ارائه شده که توسط آن مکان بهینه گره­های مرجع جدید به‌دست می­آیند. اساس این الگوریتم چینش گره­های جدید بدون تغییر موقعیت مکانی گره­های مرجع موجود در سامانه به نحوی است که دترمینان ماتریس اطلاعات فیشر بیشینه گردد. نتایج شبیه­سازی­های انجام گرفته کارایی الگوریتم پیشنهادی برای چیدمان بهینه گره­های مرجع جدید را نشان می­دهد.

کلیدواژه‌ها


عنوان مقاله [English]

An Investigation on the Effects of New Reference Node Addition on the location Estimation Improvement in Positioning Systems

نویسندگان [English]

  • Nafiseh Golihaghighi 1
  • Mehrzad Biguesh 2
1 PhD Student, Faculty of Electrical and Computer Engineering, Shiraz University, Shiraz, Iran
2 Professor, Faculty of Electrical and Computer Engineering, Shiraz University, Shiraz, Iran
چکیده [English]

In a location estimation system, the deployment of reference nodes significantly affects the
accuracy of estimating the location of the desired points. In this paper, it is assumed that the
location system is equipped with a number of reference nodes in a specified arrangement, and
the goal is to add a number of new reference nodes to improve the location estimation accuracy
of a desired emitting node. In this network, the location of an emitting node is estimated by
measuring the distances to the reference nodes. An algorithm is proposed to find the optimal
place of the new added reference nodes using the frame theory. The basis of this algorithm is to
arrange the new reference nodes without changing the location of the present reference nodes in
the system in such a way that the determinant of the Fisher information matrix is maximized.
The simulation results verify the efficiency of the proposed algorithm in the optimal deployment
of new reference nodes.

کلیدواژه‌ها [English]

  • Location Estimation
  • Node Deployment
  • Frame Theory

Smiley face

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دوره 9، شماره 1 - شماره پیاپی 25
شماره پیاپی 25، فصلنامه بهار و تابستان
شهریور 1400
صفحه 97-106
  • تاریخ دریافت: 07 خرداد 1400
  • تاریخ بازنگری: 10 مهر 1400
  • تاریخ پذیرش: 23 آذر 1400
  • تاریخ انتشار: 01 شهریور 1400