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An optimized discrete wavelet transform compression technique for image transferring over wireless multimedia sensor network.

Authors :
Bennani, Mohamed Taj
Yaden, Mohammed Faysal
Source :
International Journal of Electrical & Computer Engineering (2088-8708); Jun2023, Vol. 13 Issue 3, p2769-2777, 9p
Publication Year :
2023

Abstract

Transferring images in a wireless multimedia sensor network (WMSN) knows a fast development in both research and fields of application. Nevertheless, this area of research faces many problems such as the low quality of the received images after their decompression, the limited number of reconstructed images at the base station, and the high-energy consumption used in the process of compression and decompression. In order to fix these problems, we proposed a compression method based on the classic discrete wavelet transform (DWT). Our method applies the wavelet compression technique multiple times on the same image. As a result, we found that the number of received images is higher than using the classic DWT. In addition, the quality of the received images is much higher compared to the standard DWT. Finally, the energy consumption is lower when we use our technique. Therefore, we can say that our proposed compression technique is more adapted to the WMSN environment. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20888708
Volume :
13
Issue :
3
Database :
Complementary Index
Journal :
International Journal of Electrical & Computer Engineering (2088-8708)
Publication Type :
Academic Journal
Accession number :
162309549
Full Text :
https://doi.org/10.11591/ijece.v13i3.pp2769-2777