An Iterative Adaptive Dictionary Learning Approach for Multiple Snapshot DOA Estimation

Tan, Weijie; Feng, Xiran; Tan, Weiqiang; Liu, Guiyun; Zhu, Wei-Ping; Li, Chunguo

doi:10.1109/icsp.2018.8652431

Cited by 5 publications

(1 citation statement)

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“…Theoretical analysis has shown that the

norm can also approach the most sparse solution under some conditions [ 25 , 26 ]. Equation ( 3 ) can be solved by some optimization algorithms, such as the gradient descent method (GDM) [ 27 ] abd orthogonal matching pursuit (OMP) [ 28 ].…”

Section: Preliminarymentioning

confidence: 99%

An Efficient Plaintext-Related Chaotic Image Encryption Scheme Based on Compressive Sensing

Peng

Tan

et al. 2021

Sensors

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With the development of mobile communication network, especially 5G today and 6G in the future, the security and privacy of digital images are important in network applications. Meanwhile, high resolution images will take up a lot of bandwidth and storage space in the cloud applications. Facing the demands, an efficient and secure plaintext-related chaotic image encryption scheme is proposed based on compressive sensing for achieving the compression and encryption simultaneously. In the proposed scheme, the internal keys for controlling the whole process of compression and encryption is first generated by plain image and initial key. Subsequently, discrete wavelets transform is used in order to convert the plain image to the coefficient matrix. After that, the permutation processing, which is controlled by the two-dimensional Sine improved Logistic iterative chaotic map (2D-SLIM), was done on the coefficient matrix in order to make the matrix energy dispersive. Furthermore, a plaintext related compressive sensing has been done utilizing a measurement matrix generated by 2D-SLIM. In order to make the cipher image lower correlation and distribute uniform, measurement results quantified the 0∼255 and the permutation and diffusion operation is done under the controlling by two-dimensional Logistic-Sine-coupling map (2D-LSCM). Finally, some common compression and security performance analysis methods are used to test our scheme. The test and comparison results shown in our proposed scheme have both excellent security and compression performance when compared with other recent works, thus ensuring the digital image application in the network.

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“…Theoretical analysis has shown that the

Section: Preliminarymentioning

confidence: 99%