A PRBS with exactly zero correlation and its application
Suzanne Lesecq, A. Barraud
Abstract
Suzanne Lesecq, A. Barraud
Abstract
Standard Pseudo Random Binary Sequences (PRBS) are symmetrical periodic signals whose autocorrelation function looks like ldquoDiracrdquo except that the theoretically zero part of the autocorrelation function is non zero and equals -1/ N for a periodic sequence of length N. This paper shows how to obtain an exactly zero autocorrelation between periodic peaks, i.e. an exactly independent periodic sequence. An original application of the PRBS properties is developed to introduce a priori knowledge as a smart regularisation process for impulse response identification.
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Standard Pseudo Random Binary Sequences (PRBS) are symmetrical periodic signals whose autocorrelation function looks like ldquoDiracrdquo except that the theoretically zero part of the autocorrelation function is non zero and equals -1/ N for a periodic sequence of length N. This paper shows how to obtain an exactly zero autocorrelation between periodic peaks, i.e. an exactly independent periodic sequence. An original application of the PRBS properties is developed to introduce a priori knowledge as a smart regularisation process for impulse response identification.
Key concepts: Autocorrelation, Pseudorandom binary sequence, Complementary sequences, Pseudorandom number generator, Sequence (biology), A priori and a posteriori, Autocorrelation technique, Zero (linguistics)