This paper describes simple design methods of chaotic binary sequences with prescribed auto-correlation properties including higher-order statistics. We employ one-dimensional piecewise monotonic onto maps for generating such sequences. Some examples of such designs are also given. Furthermore bounds on such statistics are discussed and compared to the result for general binary random variables.
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