Ambient Noise in Warm Shallow Waters: A Communications Perspective

In warm shallow waters, the ambient noise process is found to be impulsive. This phenomenon is attributed to the collective snaps created by snapping shrimp colonies inhabiting such regions. Each snap essentially creates a pressure wave, and the resulting noise process dominates the acoustic spectrum at medium-to-high frequencies. Consequently, if not addressed, snapping shrimp noise is severely detrimental to the performance of an acoustic communication system operating nearby. This article briefly summarizes and addresses the problems faced during acoustic communication in snapping shrimp noise. We discuss how the noise process can be characterized by a certain statistical model based on the symmetric a-stable (SaS) family of distributions. Within the framework of this model, we highlight problems and the corresponding solutions faced in various stages of digital communication system design. Both single and multicarrier systems are commented on. The resulting schemes are robust to outliers and offer excellent error performance in comparison to conventional methods in impulsive noise.

[1]  Marc André Armand,et al.  On Single-Carrier Communication in Additive White Symmetric Alpha-Stable Noise , 2014, IEEE Transactions on Communications.

[2]  Konstantinos Pelekanakis,et al.  Adaptive Sparse Channel Estimation under Symmetric alpha-Stable Noise , 2014, IEEE Transactions on Wireless Communications.

[3]  W. Au,et al.  The acoustics of the snapping shrimp Synalpheus parneomeris in Kaneohe Bay , 1998 .

[4]  J. Nolan,et al.  Maximum likelihood estimation and diagnostics for stable distributions , 2001 .

[5]  B. Ripley,et al.  Robust Statistics , 2018, Encyclopedia of Mathematical Geosciences.

[6]  Marc André Armand,et al.  PSK Communication with Passband Additive Symmetric α-Stable Noise , 2012, IEEE Transactions on Communications.

[7]  Marc André Armand,et al.  Detecting OFDM Signals in Alpha-Stable Noise , 2014, IEEE Transactions on Communications.

[8]  J.E. Mazo,et al.  Digital communications , 1985, Proceedings of the IEEE.

[9]  Matthew Legg,et al.  Non-Gaussian and non-homogeneous Poisson models of snapping shrimp noise , 2010 .

[10]  Mandar Chitre,et al.  Modeling colored impulsive noise by Markov chains and alpha-stable processes , 2015, OCEANS 2015 - Genova.

[11]  M. Chitre,et al.  Optimal and Near-Optimal Signal Detection in Snapping Shrimp Dominated Ambient Noise , 2006, IEEE Journal of Oceanic Engineering.

[12]  J. L. Nolan Stable Distributions. Models for Heavy Tailed Data , 2001 .

[13]  Milica Stojanovic,et al.  Underwater acoustic communication channels: Propagation models and statistical characterization , 2009, IEEE Communications Magazine.

[14]  John R. Potter,et al.  Ambient noise environments in shallow tropical seas and the implications for acoustic sensing , 2007 .