In this correspondence, a systematic study of the probability distribution of superimposed random codes is presented through the use of generating functions. Special attention is paid to the cases of either uniformly distributed but not necessarily independent or nonuniform but independent bit structures. Recommendations for optimal coding strategies are derived.
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