Title :
Shallow Water Acoustic Channel Modeling Based on Analytical Second Order Statistics for Moving Transmitter/Receiver
Author :
Baktash, Ebrahim ; Dehghani, Mohammad Javad ; Nasab, Mohammad Reza Farjadi ; Karimi, Mahmood
Author_Institution :
Dept. of Electron. Eng., Islamic Azad Univ., Karaj, Iran
Abstract :
Underwater acoustic channels are among the most challenging communication media. Time-varying multipath fading, long delay spread, significant Doppler spread, and frequency-dependent path loss are the main aspects of such channels. In this paper we present a statistical shallow water channel model for moving transmitter/receiver based on analytical second order statistics. To do so, we first propose a channel impulse response (CIR) model that captures most of the physical properties of shallow waters. Then we find the probability density function (PDF) of the angle of arrival (AoA) for paths with different number of surface and bottom reflections. To find closed form expressions for the second order statistics of the CIR, we approximate the PDFs of AoA with half-circular Rice PDF: a novel PDF introduced in this work. By mathematical tractability of this new PDF, analytical statistics including autocorrelation function, scattering function, and time-frequency correlation function are derived. The results are compared with experimental findings for verification.
Keywords :
delays; direction-of-arrival estimation; probability; radio receivers; radio transmitters; transient response; underwater acoustic communication; wireless channels; AoA; Doppler spread; analytical second order statistics; angle of arrival; autocorrelation function; channel impulse response; communication media; frequency-dependent path loss; half-circular Rice PDF; mathematical tractability; moving transmitter-receiver; physical properties; probability density function; scattering function; shallow water acoustic channel modeling; statistical shallow water channel model; time-frequency correlation function; time-varying multipath fading; underwater acoustic channels; Absorption; Acoustics; Correlation; Delays; Probability density function; Receivers; Transmitters; PDF of AoA; Shallow water acoustic channels; half-circular Rice PDF; second order statistics;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2015.2411219