Detection, Estimation, and Modulation Theory, Part II

The respected classic, now in a handy paperback edition Originally published in 1971, Harry Van Trees' Detection, Estimation, and Modulation Theory, Part II is one of the classic references in the area of nonlinear modulation theory and analog communication. Highly readable and well organized, it is as valuable today for professionals, researchers, and students interested in the estimation of continuous waveforms as it was over thirty years ago.Part II focuses on the problem of finding the optimum estimate of a waveform which is embedded in a signal in a nonlinear manner. The following topics are covered in detail: Bayesian Cramér-Rao bound on the mean-square estimation errorOptimum demodulators for frequency-modulation systemsPhase estimation: the synchronization problemFokker-Planck techniques for nonlinear analysis in the presence of noiseOptimum angle-modulation systemsRate distortion bounds for analog message transmissionAnalog communication over randomly time-varying channelsState variable analysis proceduresFor students in signal processing or professionals looking for a reliable refresher on waveform estimation, Detection, Estimation, and Modulation Theory, Part II provides authoritative, practical coverage by one of the most renowned figures in the field. Although most current systems are implemented digitally, the bounds on performance developed in Part II are still applicable.