Title :
Detection and estimation of soliton signals
Author :
Singer, Andrew C.
Author_Institution :
Res. Lab. of Electron., MIT, Cambridge, MA, USA
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. 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
Keywords :
ladder networks; maximum likelihood estimation; optical couplers; optical modulation; optical receivers; optical signal detection; optical solitons; asymptotically efficient algorithms; component solitons; generalized likelihood ratio test detection; maximum likelihood parameter estimation; nonlinear coupling; nonlinear ladder circuit; nonlinear wave equations; optical modulation; receiver; robust algorithms; signaling waveforms; soliton dynamics; soliton signal detection; soliton signal estimation; soliton solutions; tuned receiver; Amplitude modulation; Context; Coupling circuits; Maximum likelihood detection; Nonlinear dynamical systems; Parameter estimation; Partial differential equations; Signal detection; Solitons; Tuned circuits;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3192-3
DOI :
10.1109/ICASSP.1996.544115