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Dtic Ada564635%3a Distributed Sequential Algorithms For Regional Source Localization by Defense Technical Information Center
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1DTIC ADA564635: Distributed Sequential Algorithms For Regional Source Localization
By Defense Technical Information Center
We study the problem of source localization as a multiple hypothesis testing, where each hypothesis corresponds to the event that the source belongs to a particular region. We use sequential hypothesis tests based on posterior computations to solve for the correct hypothesis. Measurements corrupted with noise are used to calculate conditional posteriors. We prove that the regional localization problem has geometric properties that allow correct detection almost surely in the limit of infinite measurements. We present the Sense, Transmit & Test algorithm that allows sequential sensing communication and testing and we analyze the accuracy of this distributed algorithm and show that the test ends in a finite time. We also present numerical results illustrating properties of the suggested algorithm.
“DTIC ADA564635: Distributed Sequential Algorithms For Regional Source Localization” Metadata:
- Title: ➤ DTIC ADA564635: Distributed Sequential Algorithms For Regional Source Localization
- Author: ➤ Defense Technical Information Center
- Language: English
“DTIC ADA564635: Distributed Sequential Algorithms For Regional Source Localization” Subjects and Themes:
- Subjects: ➤ DTIC Archive - CALIFORNIA UNIV SANTA BARBARA CENTER FOR CONTROL, DYNAMICAL SYSTEMS AND COMPUTATION (CCDC) - *ALGORITHMS - COMMUNICATION AND RADIO SYSTEMS - COMPUTATIONS - DECISION MAKING - DETECTION - DISTRIBUTION - HYPOTHESES - MEASUREMENT - NUMERICAL ANALYSIS - REGIONS - SEQUENTIAL ANALYSIS - STATISTICAL TESTS - TEST AND EVALUATION
Edition Identifiers:
- Internet Archive ID: DTIC_ADA564635
Downloads Information:
The book is available for download in "texts" format, the size of the file-s is: 9.90 Mbs, the file-s for this book were downloaded 43 times, the file-s went public at Mon Sep 03 2018.
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