A secure communication approach in OFDM using optimized interesting region-based video watermarking
| Autor: | Amir M. U. Wagdarikar, Ranjan K. Senapati |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
General Computer Science
business.industry Computer science Orthogonal frequency-division multiplexing ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Wavelet transform 020207 software engineering 02 engineering and technology Theoretical Computer Science Secure communication Computer engineering 0202 electrical engineering electronic engineering information engineering Embedding 020201 artificial intelligence & image processing business Digital watermarking |
| Zdroj: | International Journal of Pervasive Computing and Communications. 18:171-194 |
| ISSN: | 1742-7371 |
| DOI: | 10.1108/ijpcc-05-2019-0044 |
| Popis: | Purpose The technique for hiding confidential data in specific digital media by enhancing the graphical contents is known as watermarking. The dissemination of information over a secure channel is essential for multimedia applications. The purpose of this study is to develop a secure communication approach for OFDM system. Design/methodology/approach This paper exploits a secure communication in the orthogonal frequency division multiplexing (OFDM) system using wavelet-based video watermarking technique. In this work, the Chronological-MS algorithm is used for securing the data communication in the OFDM system. Here, the secret message is embedded in video frames using wavelet transform for hiding sensitive information and the hidden information is transmitted over the OFDM system. The Chronological-MS algorithm is used for selecting the optimal regions in the video for embedding secret message. In embedding phase, wavelet coefficients are obtained by applying wavelet transform on the frame for embedding the secret message. Meanwhile, in extraction phase, the inverse wavelet transform is applied to extract the secret message. Findings Considering number of frames, the maximum Peak signal-to-noise ratio (PSNR) value is attained by proposed Wavelet + Chronological MS method for Video 2 with value 73.643 dB, respectively. Meanwhile, the minimum mean squared error (MSE) attained by the proposed Wavelet + Chronological MS method is when considering number of frames with MSE values as 0.001 for both Videos 1 and 2. The minimum bit error rate (BER) value is attained by the proposed method with value 0.00009 considering random noise with Video 1. Thus, the proposed Wavelet + Chronological MS have shown better results than the existing techniques. Originality/value This work proposes a wavelet-based watermarking method using Chronological-MS, for initiating secured communication over an OFDM. One of the main advantages of wavelets is that they offer a simultaneous localization in time and frequency domain. Hence, the proposed method offers the highly secured data transmission over the OFDM. |
| Databáze: | OpenAIRE |
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