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- W4367598379 abstract "In this work, FPGA implementation of Chaotic Oscillators based on Lü-Chen, Lorenz, Chen, Pehlivan-Wei and Rössler Chaotic Systems has been carried out using two different numerical methods, namely, Euler’s Numerical Method and Heun’s Numerical Method. This work consists of a concise description of the algorithms of these Chaotic Systems, which is followed by a brief explanation of the two numerical methods. A detailed account about the FPGA implementation of the Chaotic Oscillators is also presented. The 32-bit Signed Fixed Point Number Format has been employed for the representation of all the system parameters and values of inputs and outputs. In addition to Chaotic Oscillators, Pseudo Random Number Generators (PRNGs) based on each of the Chaotic Oscillators are also implemented, that produces an output at each clock cycle along with the Chaotic Oscillator. The algorithm of this implemented PRNG has also been explained. The designed system has been simulated and synthesized targeting the Xilinx Artix-7 family of FPGA. Subsequently, Chaotic Oscillators have been compared in terms of Resource Utilisation, Power and Speed. This work elucidates the details of the simulation and testing process of the PRNGs based on the Chaotic Oscillators. The Frequency (Monobit) Test, which is the first test of NIST Statistical Test Suite, has been performed on the pseudorandom bit sequences generated by the PRNGs using MATLAB. Lastly, the results of the testing of PRNGs have been explained along with the conclusion and scope of future work." @default.
- W4367598379 created "2023-05-02" @default.
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- W4367598379 date "2023-03-17" @default.
- W4367598379 modified "2023-10-01" @default.
- W4367598379 title "FPGA Implementation of Chaotic Oscillators" @default.
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- W4367598379 doi "https://doi.org/10.1109/dicct56244.2023.10110161" @default.
- W4367598379 hasPublicationYear "2023" @default.
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