Rapid estimation of the range-Doppler scattering function
Date of Original Version
Under wide sense stationary uncorrelated scattering (WSSUS) conditions, the signal spreading due to a random channel may be described by the scattering function (SF). In an active acoustic system, the received signal is modeled as the super-position of delayed and Doppler spread replicas of the transmitted waveform. The SF completely describes the second-order statistics of a WSSUS channel and can be considered a density function that characterizes the average spread in delay and Doppler experienced by an input signal as it passes through the channel. The SF and its measurement will be reviewed. An estimator is proposed based on a two-dimensional (2-D) autoregressive (AR) model for the scattering function. In order to implement this estimator, we derive the conditional minimum variance unbiased estimator of the time-varying frequency response of a linear channel. Unlike conventional Fourier methods, the AR approach does not suffer from the usual convolutional smoothing due to the signal ambiguity function. Simulation results are given.
IEEE Transactions on Signal Processing
Kay, Steven M., and S. Bradford Doyle. "Rapid estimation of the range-Doppler scattering function." IEEE Transactions on Signal Processing 51, 1 (2003): 255-268. doi:10.1109/TSP.2002.806579.