Essays about: "pseudo-random number generator"

Showing result 1 - 5 of 9 essays containing the words pseudo-random number generator.

  1. 1. Exploring the Impact of Pseudo and Quasi Random Number Generators on Monte Carlo Integration of the Multivariate Normal Distribution

    University essay from Lunds universitet/Statistiska institutionen

    Author : Marcus Stolz; Jonathan Christopher; [2024]
    Keywords : Monte Carlo integration; Quasi monte carlo integration; Random number generation; Mathematics and Statistics;

    Abstract : This thesis examines the effects of pseudo and quasi-random number generators on the accuracy and efficiency of Monte Carlo Integration in the case of the multivariate normal distribution. The study compares the performance of the Mersenne Twister (a pseudo-random number generator) with Sobol and Halton sequences (quasi-random number generators). READ MORE

  3. 2. Exploring true random number generators Build on commercial-off-the-shelve Components

    University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

    Author : Linnéa Mörk; [2023]
    Keywords : TRNG; RNG; Random number generator; commercial-off-the-shelve;

    Abstract : Generating random numbers can be accomplished through various methods, with the primary distinction lying between pseudo-random number generators (PRNGs), which are commonly used for applications that require a large amount of random data, and true random number generators (TRNGs), which are commonly used for applications that need security and unpredictability. This thesis explores the feasibility of harnessing frequency variations in the electrical grid as a source of entropy for a TRNG. READ MORE

  4. 3. Importance Sampling in Wireless Communication Systems with Ultra-Low Error Rates

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Bharat Maheshwari; Yewen Zhou; [2022]
    Keywords : error region; Monte Carlo; importance sampling; rejection sampling; Kullback-Leibler divergence.; Technology and Engineering;

    Abstract : Simulation mimics the behaviour of real world processes or the system over time. It helps us to understand the impact of modification and the effect of introducing various interventions to a system. READ MORE

  5. 4. Turbo Code Performance Analysis Using Hardware Acceleration

    University essay from Linköpings universitet/Datorteknik

    Author : Oskar Nordmark; [2016]
    Keywords : Turbo code; hardware acceleration; digital signal processors; DSP; simulation; block error rate; BLER; pseudo random number generation; PRNG; 5G;

    Abstract : The upcoming 5G mobile communications system promises to enable use cases requiring ultra-reliable and low latency communications. Researchers therefore require more detailed information about aspects such as channel coding performance at very low block error rates. READ MORE

  6. 5. Implementing and Testing Self-Timed Rings on a FPGA as Entropy Sources

    University essay from Linköpings universitet/Informationskodning; Linköpings universitet/Tekniska fakulteten

    Author : Marcus Einar; [2015]
    Keywords : Self-Timed Rings; FPGA; Field Programmable Gate Array; Entropy Generation;

    Abstract : Random number generators are basic building blocks of modern cryptographic systems. Usually pseudo random number generators, carefully constructed deter- ministic algorithms that generate seemingly random numbers, are used. READ MORE