Video encryption via synchronization of a fractional order T-S fuzzy memristive hyperchaotic system

被引:4
作者
Babu, N. Ramesh [1 ,2 ]
Balasubramaniam, P. [2 ]
Joo, Er. Meng [3 ]
机构
[1] Koneru Lakshmaiah Educ Fdn Deemed Univ, Dept Math, Vaddeswaram 522302, Andhra Prades, India
[2] Gandhigram Rural Inst Deemed Univ, Dept Math, Dindigul 624302, Tamil Nadu, India
[3] Dalian Maritime Univ, Inst Artificial Intelligence & Marine Robot, Coll Marine Elect Engn, 1 Linghai Rd, Dalian 116026, Peoples R China
关键词
Memristor; Hyperchaotic system; Fractional elements; T-S fuzzy model; Synchronization; Encryption; Decryption; CHAOTIC SYSTEMS; SCHEME;
D O I
10.1007/s11042-023-16483-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Memristors are frequently utilized as essential blocks in characterizing new nonlinear circuits consisting of fewer elements. In this paper, mathematical modeling of a fractional-order memristor circuit is developed by replacing classical circuit elements by fractional elements. The main contributions of this paper are: (1) A fractional order non-linear memristive hyper-chaotic system (MHCS) is remodeled into linear memristive hyperchaotic sub-models by using T-S fuzzy rules for the first time. (2) Synchronization of a sender and receiver system with applications in video cryptosystem is addressed. (3) A fuzzy feedback controller based on T-S fuzzy control laws which guarantee synchronization of the MHCS is designed. (4) Video encryption and decryption algorithms based on converting video samples into image frame are developed and a sequence of random masks is securely transacted with the help of a sequence of chaotic self-invertible masks for encryption and decryption process. (5) High-level security of the proposed work is entrusted by analyzing various metrics including entropy, Peak signal-to-noise ratio (PSNR), structural similarity index measure (SSIM), number of changing pixel rate (NPCR), and edge difference ratio (EDR) along with numerical simulations. (6) The proposed encryption algorithms have several advantages such as high-level randomness, key sensitivity, and motion control of encrypted frames. Numerical simulation and experimental results demonstrate the effectiveness, efficiency and feasibility of real-world applications of the proposed algorithms.
引用
收藏
页码:26055 / 26088
页数:34
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