Suprathreshold stochastic resonance and signal-to-noise ratio improvement in arrays of comparators [rapid communication]

Abstract We consider parallel arrays of threshold comparators similar to those modelling flash analog-to-digital converters, or digital sonar arrays, or networks of sensory neurons. Such arrays are used here for the transmission of a noisy periodic input signal, with a performance assessed by a signal-to-noise ratio in the frequency domain. We show that independent noises injected on the comparators can improve the performance of the array, with a nonzero optimal amount of noise that maximizes the output signal-to-noise ratio. This represents, for periodic signals, a new instance of the recently introduced phenomenon of suprathreshold stochastic resonance. We also study the capability of the arrays of comparators to realize an input–output enhancement of the signal-to-noise ratio, and show the existence of conditions where the arrays act as signal-to-noise ratio amplifiers, with a gain maximized by a nonzero level of the injected noises.

[1]  François Chapeau-Blondeau,et al.  Noise-assisted signal transmission via stochastic resonance in a diode nonlinearity , 1997 .

[2]  Physics Letters , 1962, Nature.

[3]  Salvatore Graziani,et al.  Stochastic Resonance: Theory and Applications , 2000 .

[4]  David Allingham,et al.  THE APPLICATION OF SUPRATHRESHOLD STOCHASTIC RESONANCE TO COCHLEAR IMPLANT CODING , 2002, The Random and Fluctuating World.

[5]  Derek Abbott,et al.  A characterization of suprathreshold stochastic resonance in an array of comparators by correlation coefficient , 2002 .

[6]  Bulsara,et al.  Signal detection statistics of stochastic resonators. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[7]  B. Kosko,et al.  Adaptive stochastic resonance , 1998, Proc. IEEE.

[8]  N. Stocks,et al.  Suprathreshold stochastic resonance in multilevel threshold systems , 2000, Physical review letters.

[9]  François Chapeau-Blondeau,et al.  Input-output gains for signal in noise in stochastic resonance , 1997 .

[10]  Carson C. Chow,et al.  Stochastic resonance without tuning , 1995, Nature.

[11]  Zoltan Gingl,et al.  A stochastic resonator is able to greatly improve signal-to- noise ratio , 1996 .

[12]  Riccardo Mannella,et al.  Linear response theory in stochastic resonance , 1993, chao-dyn/9308002.

[13]  William Feller,et al.  An Introduction to Probability Theory and Its Applications , 1967 .

[14]  François Chapeau-Blondeau,et al.  Theory of stochastic resonance in signal transmission by static nonlinear systems , 1997 .

[15]  François Chapeau-Blondeau,et al.  Suprathreshold stochastic resonance and noise-enhanced Fisher information in arrays of threshold devices. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[16]  F. Chapeau-Blondeau Noise-assisted propagation over a nonlinear line of threshold elements , 1999 .

[17]  P. Laguna,et al.  Signal Processing , 2002, Yearbook of Medical Informatics.

[18]  G. V. Anand,et al.  NONLINEAR ESTIMATION FROM QUANTIZED SIGNALS: QUANTIZER OPTIMIZATION AND STOCHASTIC RESONANCE. , 2003 .

[19]  Klaus Obermayer,et al.  Activity Driven Adaptive Stochastic Resonance , 2001, NIPS.

[20]  N G Stocks,et al.  Information transmission in parallel threshold arrays: suprathreshold stochastic resonance. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[21]  Nigel G. Stocks,et al.  Suprathreshold stochastic resonance: an exact result for uniformly distributed signal and noise , 2001 .

[22]  Riccardo Mannella,et al.  Stochastic resonance in electrical circuits. II. Nonconventional stochastic resonance , 1999 .

[23]  Derek Abbott,et al.  Motion detection and stochastic resonance in noisy environments , 2001 .

[24]  Nigel G. Stocks,et al.  Optimizing Information Transmission in Model Neuronal Ensembles: The Role of Internal Noise , 2000 .

[25]  Zoltan Gingl,et al.  Signal-to-noise ratio gain by stochastic resonance in a bistable system , 2000 .

[26]  N G Stocks,et al.  Generic noise-enhanced coding in neuronal arrays. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[27]  F. Moss,et al.  Non-Dynamical Stochastic Resonance: Theory and Experiments with White and Arbitrarily Coloured Noise , 1995 .

[28]  Feller William,et al.  An Introduction To Probability Theory And Its Applications , 1950 .

[29]  Derek Abbott,et al.  An analysis of noise enhanced information transmission in an array of comparators , 2002 .

[30]  Pierre-Olivier Amblard,et al.  On the use of stochastic resonance in sine detection , 2002, Signal Process..