دانلود مقاله ISI انگلیسی شماره 147095
ترجمه فارسی عنوان مقاله

اکتشافات برای به حداکثر رساندن طول عمر در شبکه های حسگر دوربین

عنوان انگلیسی
Heuristics for lifetime maximization in camera sensor networks
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
147095 2017 26 صفحه PDF
منبع

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

Journal : Information Sciences, Volumes 385–386, April 2017, Pages 475-491

ترجمه کلمات کلیدی
شبکه سنسور دوربین الگوریتم ژنتیک، ابتکاری، مشکل به حداکثر رساندن طول عمر شبکه
کلمات کلیدی انگلیسی
Camera sensor network; Genetic algorithm; Heuristic; Network lifetime maximization problem;
پیش نمایش مقاله
پیش نمایش مقاله  اکتشافات برای به حداکثر رساندن طول عمر در شبکه های حسگر دوربین

چکیده انگلیسی

Due to increasing threat perception and cheap availability of multimedia technologies, camera sensor networks are becoming more and more popular these days. Camera sensor networks pose some unique challenges in addition to the usual difficulties associated with any directional sensor network. This paper addresses the problem of maximizing the network lifetime in camera sensor networks under the full and the partial target coverage models. In the full target coverage model, all the targets are assumed to be covered during the entire lifetime, whereas in the partial target coverage model, targets are supposed to have weights according to their importance, and only a fraction of targets with sum of weights above a certain threshold need to be covered during the entire lifetime. Three heuristics are presented for this problem. The first heuristic is an improved version of an already existing heuristic. Other two heuristics are based on column generation and utilize a linear programming solver to solve the master problem, whereas a genetic algorithm is used to solve the NP-hard subproblem. Computational results show the effectiveness of our proposed heuristics.