کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4961165 1446506 2017 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Sparse Data Recovery using Optimized Orthogonal Matching Pursuit for WSNs
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Sparse Data Recovery using Optimized Orthogonal Matching Pursuit for WSNs
چکیده انگلیسی

:Compressed Sensing based recovery algorithms are bounded by limitations such as recovery error and high computational requirements. This work presents a novel algorithm based on Orthogonal Matching Pursuit algorithm for efficient and fast data recovery in wireless sensor networks. The proposed algorithm significantly reduces the number of iterations required to recover the original data in a relatively small interval of time. Simulations show that the proposed algorithm converges in a short interval of time with significantly better results as compared to the existing data recovery approaches in wireless sensor networks.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 109, 2017, Pages 210-216
نویسندگان
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