دانلود مقاله ISI انگلیسی شماره 67454
ترجمه فارسی عنوان مقاله

روش مشارکتی برای محلی سازی شبکه حسگر بی سیم

عنوان انگلیسی
Cooperative method for wireless sensor network localization
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
67454 2016 12 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Ad Hoc Networks, Volume 40, April 2016, Pages 61–72

ترجمه کلمات کلیدی
ستون فقرات گراف؛ همسایه 2-hop - محلی سازی شبکه حسگر بی سیم
کلمات کلیدی انگلیسی
Graph backbone; 2-hop neighborhood; Wireless sensor network localization
پیش نمایش مقاله
پیش نمایش مقاله  روش مشارکتی برای محلی سازی شبکه حسگر بی سیم

چکیده انگلیسی

In order to obtain an efficient wireless sensor network localization, several enhancements based on the decentralized approach are proposed. These features can be used in the cases when multiple distance measurements are used as input, where each node iteratively updates its estimated position using a maximum likelihood estimation method based on the previously estimated positions of its neighbors. Three novel features are introduced. First, a backbone is constructed, that is, a subset of nodes that are intermediaries between multiple beacon nodes, which guides the localization process of the other (non-backbone) nodes. Second, the space is perturbed more often during the earlier time steps to avoid reaching poor local minima in some cases regarding the localization optimization function. Third, for better localization of the non-backbone (or peripheral) nodes and avoidance of the rigidity problem, 2-hop neighboring distances are approximated. The introduced features are incorporated in a range-based algorithm that is fully distributed, shows good performance, and is scalable to arbitrary network size.