Detection and estimation of soliton signals

Research output: Contribution to journalConference article

Abstract

Soliton solutions to nonlinear wave equations have been recently proposed as signaling waveforms in a variety of communication contexts. One such system modulates the relative positions or amplitudes of multiple solitons generated by a nonlinear ladder circuit. At the receiver, there are inherent difficulties in the problems of parameter estimation and detection of soliton signals due to the nonlinear coupling imposed by the soliton dynamics. In this paper, we demonstrate that the ladder circuit can act as a tuned receiver for the component solitons, naturally decoupling them so that the detection and estimation problems can be solved with standard techniques. We develop robust and asymptotically efficient algorithms for maximum likelihood parameter estimation and present a technique for generalized likelihood ratio test detection.

Original languageEnglish (US)
Pages (from-to)1625-1628
Number of pages4
JournalICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume3
StatePublished - Jan 1 1996
Externally publishedYes
EventProceedings of the 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP. Part 1 (of 6) - Atlanta, GA, USA
Duration: May 7 1996May 10 1996

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ASJC Scopus subject areas

  • Software
  • Signal Processing
  • Electrical and Electronic Engineering

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