A matched filter for chaos

A matched filter for chaos
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DOI:
10.1063/1.3432557
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发表时间:
2010-06-01
期刊:
影响因子:
2.9
通讯作者:
Stahl, Mark T.
Stahl, Mark T.
中科院分区:
数学2区
文献类型:
--
作者:
Corron, Ned J.;Blakely, Jonathan N.;Stahl, Mark T.

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A novel chaotic oscillator is shown to admit an exact analytic solution and a simple matched filter. The oscillator is a hybrid dynamical system including both a differential equation and a discrete switching condition. The analytic solution is written as a linear convolution of a symbol sequence and a fixed basis function, similar to that of conventional communication waveforms. Waveform returns at switching times are shown to be conjugate to a chaotic shift map, effectively proving the existence of chaos in the system. A matched filter in the form of a delay differential equation is derived for the basis function. Applying the matched filter to a received waveform, the bit error rate for detecting symbols is derived, and explicit closed-form expressions are presented for special cases. The oscillator and matched filter are realized in a low-frequency electronic circuit. Remarkable agreement between the analytic solution and the measured chaotic waveform is observed. [doi :10.1063/1.3432557]