This paper presents an investigation of the problem of maximum likelihood detection of one ofMPoisson processes in a background of additive Poisson noise. When the observables correspond to counts of emitted photoelectrons, the problem models a discrete version of a coherentM-ary optical communication system using photon counters in the presence of background radiation. Consideration is given to an average distance and a detection probability criterion. The advantages of anM-ary pulsed intensity set (Poisson intensities wholly concentrated in a single counting interval) are demonstrated. The performance of such intensity sets is exhibited in terms of error probabilities, pulse widths, signal-tonoise ratio, and channel capacity. Behavior as a function of numberMof intensities is also discussed. By appropriate conversion these results may be used for determining power requirements in an optical pulse position modulation system.
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Gagliardi et al. (1969) studied this question.
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