January 1984 | Technical Report NTIA TR-84-142
Locally Optimum and Suboptimum Detector Performance in a Non-Gaussian Interference Environment
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Arthur D. Spaulding, “Locally Optimum and Suboptimum Detector Performance in a Non-Gaussian Interference Environment,” Technical Report NTIA TR-84-142, U.S. Department of Commerce, National Telecommunications and Information Administration, Institute for Telecommunication Sciences, January 1984.
Abstract: Since the normally assumed with Gaussian interference is the most destructive in terms of minimizing channel capacity, substantial improvement can usually be obtained if the real-word interference environment (non-Gaussian) is properly taken into account. In this report, the performance of the locally optimum Bayes detector (LOBD) is compared with the performance of various ad hoc nonlinear detection schemes. The theoretical results may be misleading due to the assumptions that are required in order to derive them analytically. For a particular type of broadband impulsive noise, the critical assumptions of "sufficiently" small signal level and large number of samples (large time-bandwidth product are so that the Central Limit Theorem applies) are removed; the first, analytically, and the second, by computer simulation. The thus derived performance characteristics are then compared, especially as the signal level increases. One result is that there are situations where the bandpass limiter outperforms the LOBD as the signal level increases; that is, the locally optimum detector may not remain "near optimum" in actual operational situations.
Keywords: non-Gaussian noise; optimum detection; communication system simulation; parametric signal detection
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