کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
453949 695078 2015 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Energy-efficient image transmission in wireless multimedia sensor networks using block-based Compressive Sensing
ترجمه فارسی عنوان
انتقال تصویر با صرفه جویی در انرژی در شبکه های حسگر بی سیم چند رسانه ای با استفاده از حسگر فشرده سازی مبتنی بر بلوک
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر شبکه های کامپیوتری و ارتباطات
چکیده انگلیسی


• Energy efficient CS methodology for image transmission in WMSNs is proposed.
• Unique encoding algorithm for CS measurements with the Bernoulli matrix is formulated.
• Experimental analysis in the Atmega 128 of Mica2 to compute the execution time.
• Optimal range of communication distance for the proposed methodology is evaluated.

Wireless multimedia sensor networks (WMSNs) are capable of retrieving audio, image and video data in addition to scalar sensor data. The lifetime of these networks is mainly dependent on the communication and computational energy consumption of the node. In this paper, compressed sensing (CS)-based image transmission is proposed to reduce the energy consumption considerably with acceptable image quality. A unique encoding algorithm is formulated for the CS measurements attained with the Bernoulli measurement matrix. The proposed CS method produces better results at a lower sparsity range. Experimental analysis is performed using the Atmega 128 processor of Mica2 to compute the execution time and energy consumption in the hardware platform. The proposed CS method has a considerable reduction in energy consumption and better image quality than the conventional CS method. The simulation results show the efficiency of the proposed method.

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ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Electrical Engineering - Volume 44, May 2015, Pages 67–79
نویسندگان
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