Abstract
The signal transmission phenomenon in an underdamped fractional system composed of two harmonically coupled particles, but only the first particle, which is driven by a periodic force, is studied. We obtain the analytical expressions for the steady-state response of the two coupled particles by applying the stochastic averaging method and define the signal transmission factor to characterize signal transmission efficiency. We analyze the impact of noise on signal transmission efficiency and provide the discriminant criterion for the emergence of the signal transmission enhancement phenomenon. We also analyze the resonance behavior of the signal transmission factor and provide the discriminant criterion for the emergence of different types of resonance behavior based on system parameters. We draw the phase diagrams for varying resonance behavior versus different parameters and study the influences of the parameters on resonance behavior. It is found that the coupling strength and fractional-order exert important influences on the signal transmission efficiency and resonance behavior, and the fractional coupled system exhibits complicated dynamic behaviors than the integer coupled system. Lastly, numerical simulations for the signal transmission factor \(\eta \), and the output signal-to-noise ratio (SNR) transmission gain \(\text {SNR}_{\eta }\) are performed. We can control signal transmission efficiency and resonance behavior within a certain range by understanding the effects of system parameters on the underdamped fractional coupled system, and it has potential applications in modern science.
Similar content being viewed by others
References
Van den Broeck, C., Parrondo, J.M.R., Toral, R., Kawai, R.: Nonequilibrium phase transitions induced by multiplicative noise. Phys. Rev. E. 55(4), 4084–4094 (1997)
Levkivskyi, I.P., Sukhorukov, E.V.: Noise-induced phase transition in the electronic Mach–Zehnder interferometer. Phys. Rev. Lett. 103, 1–4 (2009)
Benzi, R., Sutera, A., Vulpiani, A.: The mechanism of stochastic resonance. J. Phys. A Math. Gen. 14, L453–L457 (1981)
Gammaitoni, L., Hanggi, P., Jung, P., Marchesoni, F.: Stochastic resonance. Rev. Mod. Phys. 70(1), 223–287 (1998)
Cruz, I.T.J.M., Parmananda, P., Rivera, M.: Stochastic resonance via parametric adaptation: experiments and numerics. Phys. Rev. E 060202(R), 1–5 (2019)
Pikovsky, A.S., Kurths, J.: Coherence resonance in a noise-driven excitable system. Phys. Rev. Lett. 78(5), 775–778 (1997)
Lee, S.G., Neiman, A., Kim, S.: Coherence resonance in a Hodgkin–Huxley neuron. Phys. Rev. E. 57(3), 3292–3297 (1998)
Wu, J., Ma, S.J.: Coherence resonance of the spiking regularity in a neuron under electromagnetic radiation. Nonlinear Dyn. 96(3), 1895–1908 (2019)
Zaikin, A.A., Lopez, L., Baltanas, J.P., Kurths, J., Sanjuan, M.A.F.: Vibrational resonance in a noise-induced structure. Phys. Rev. E. 66(011106), 1–4 (2002)
Vincent, U.E., Roy-Layinde, T.O., Popoola, O.O., Adesina, P.O., McClintock, P.V.E.: Vibrational resonance in an oscillator with an asymmetrical deformable potential. Phys. Rev. E 98(062203), 1–11 (2018)
Liu, H.G., Liu, X.L., Yang, J.H., Sanjuan, M.A.F., Cheng, G.: Detecting the weak high-frequency character signal by vibrational resonance in the Duffing oscillator. Nonlinear Dyn. 89(4), 2621–2628 (2017)
Reimann, P.: Brownian motors: noisy transport far from equilibrium. Phys. Rep. 361, 57–265 (2002)
Hanggi, P., Marchesoni, F.: Artificial Brownian motors: Controlling transport on the nanoscale. Rev. Mod. Phys. 81, 1–56 (2009)
Goychuk, I., Kharchenko, V.: Fractional Brownian motors and stochastic resonance. Phys. Rev. E 85(051131), 1–6 (2012)
Veigel, C., Schmidt, C.F.: Moving into the cell: single-molecule studies of molecular motors in complex environments. Nat. Rev. Mol. Cell Biol. 12(3), 163–176 (2011)
Julicher, F., Ajdari, A., Prost, J.: Modeling molecular motors. Rev. Mod. Phys. 69(4), 1269–1282 (1997)
Bulsara, A.R., Maren, A.J., Schmera, G.: Single effective neuron: dendritic coupling effects and stochastic resonance. Biol. Cybern. 70, 145–156 (1993)
Shim, S.B., Imboden, M., Mohanty, P.: Synchronized oscillation in coupled nanomechanical oscillators. Science 316, 95–99 (2007)
Bulsara, A.R., Schmera, G.: Stochastic resonance in globally coupled nonlinear oscillators. Phys. Rev. E 47(5), 3734–3737 (1993)
Inchiosa, M.E., Bulsara, A.R.: Nonlinear dynamic elements with noisy sinusoidal forcing: enhancing response via nonlinear coupling. Phys. Rev. E 52(1), 327–339 (1995)
Lindner, J.F., Meadows, B.K., Ditto, W.L.: Array enhanced stochastic resonance and spatiotemporal synchronization. Phys. Rev. Lett. 75(3), 3–6 (1995)
Locher, M., Johnson, G.A., Hunt, E.R.: Spatiotemporal stochastic resonance in a system of coupled diode resonators. Phys. Rev. Lett. 77(23), 4698–4701 (1996)
Yang, B., Zhang, X., Zhang, L., Luo, M.K.: Collective behavior of globally coupled Langevin equations with colored noise in the presence of stochastic resonance. Phys. Rev. E 94, 022119 (2016)
Lai, L., Zhang, L., Yu, T.: Collective behaviors in globally coupled harmonic oscillators with fluctuating damping coefficient. Nonlinear Dyn. 97, 2231–2248 (2019)
Kadar, S., Wang, J., Showalter, K.: Noise-supported travelling waves in sub-excitable media. Nature 391, 770–772 (1998)
Locher, M., Cigna, D., Hunt, E.R.: Noise sustained propagation of a signal in coupled bistable electronic elements. Phys. Rev. Lett. 80(23), 5212–5215 (1998)
Zhang, Y., Hu, G., Gammaitoni, L.: Signal transmission in one-way coupled bistable systems: noise effect. Phys. Rev. E 58(3), 2952–2956 (1998)
Jothimurugan, R., Thamilmaran, K., Rajasekar, S., Sanjuan, M.A.F.: Multiple resonance and anti-resonance in coupled Duffing oscillators. Nonlinear Dyn. 83(4), 1803–1814 (2016)
Torvik, P.J., Bagley, R.L.: On the appearance of the fractional derivative in the behavior of real materials. J. Appl. Mech. 51(2), 294–298 (1984)
Bagley, R.L., Torvik, P.J.: Fractional calculus in the transient analysis of viscoelastically damped structures. AIAA J. 23(6), 918–925 (1985)
Podlubny, I.: Fractional Differential Equations. Academic Press, San Diego (1999)
Mason, T.G., Weitz, D.A.: Optical measurements of frequency-dependent linear viscoelastic moduli of complex fluids. Phys. Rev. Lett. 74, 1250–1253 (1995)
Weeks, E.R., Crocker, J.C., Levitt, A.C., Schofield, A., Weitz, D.A.: Three-dimensional direct imaging of structural relaxation near the colloidal glass transition. Science 287(5453), 627–631 (2000)
Gu, Q., Schiff, E.A., Grebner, S., Wang, F., Schwarz, R.: Non-Gaussian transport measurements and the Einstein relation in amorphous silicon. Phys. Rev. Lett. 76, 3196–3199 (1996)
Chen, W., Sun, H.G., Li, X.C.: Modeling the Fractional Derivative Mechanics and Engineering Problems. Science Press, Beijing (2010)
Rossikhin, Y.A., Shitikova, M.V.: Application of fractional calculus for dynamic problems of solid mechanics: novel trends and recent results. Appl. Mech. Rev. 63(1), 1–52 (2010)
Yang, F., Zhu, K.Q.: On the definition of fractional derivatives in rheology. Theor. Appl. Mech. Lett. 1(1), 1–4 (2011)
Mainardi, F.: Fractional Calculus and Waves in Linear Viscoelasticity: An Introduction to Mathematical Models. Imperial College Press, London (2010)
Oldham, K.B.: Fractional differential equations in electrochemistry. Adv. Eng. Softw. 41(1), 9–12 (2010)
Magin, R.L.: Fractional calculus models of complex dynamics in biological tissues. Comput. Math. Appl. 59(5), 1586–1593 (2010)
Agrawal, O.P.: A general formulation and solution scheme for fractional optimal control problems. Nonlinear Dyn. 38(1–4), 323–337 (2004)
Kaslik, E., Sivasundaram, S.: Nonlinear dynamics and chaos in fractional-order neural networks. Neural Netw. 32, 245–256 (2012)
Droste, F., Lindner, B.: Integrate-and-fire neurons driven by asymmetric dichotomous noise. Biol. Cybern. 108, 825–843 (2014)
Reimann, P., Elston, T.C.: Kramers rate for thermal plus dichotomous noise applied to ratchets. Phys. Rev. Lett. 77(27), 5328–5331 (1996)
Si, M., Conrad, N., Shin, S., Gu, J., Zhang, J., Alam, M., Ye, P.: Low-frequency noise and random telegraph noise on near-ballistic III-V MOSFETs. IEEE Trans. Electron Dev. 62, 3508–3515 (2015)
Kim, C., Lee, E.K., Talkner, P.: Numerical method for solving stochastic differential equations with dichotomous noise. Phys. Rev. E 73(026101), 1–4 (2006)
Zhong, S.C., Lv, W.Y., Ma, H., Zhang, L.: Collective stochastic resonance behavior in the globally coupled fractional oscillator. Nonlinear Dyn. 94(2), 905–923 (2018)
Yu, T., Zhang, L., Ji, Y.D., Lai, L.: Stochastic resonance of two coupled fractional harmonic oscillators with fluctuating mass. Commun. Nonlinear Sci. Numer. Simul. 72, 26–38 (2019)
Zhong, S.C., Wei, K., Gao, S.L., Ma, H.: Stochastic resonance in a linear fractional Langevin equation. J. Stat. Phys. 150, 867–880 (2013)
Zhong, S.C., Ma, H., Peng, H., Zhang, L.: Stochastic resonance in a harmonic oscillator with fractional-order external and intrinsic dampings. Nonlinear Dyn. 82(1–2), 535–545 (2015)
Gitterman, M.: Classical harmonic oscillator with multiplicative noise. Physica A 352, 309–334 (2005)
Li, Q.S., Liu, Y.: Enhancement and sustainment of internal stochastic resonance in unidirectional coupled neural system. Phys. Rev. E 73, 016218 (2006)
Xiao, Y.Z., Tang, S.F., Sun, Z.K.: The role of multiplicative noise in complete synchronization of bidirectionally coupled chain. Eur. Phys. J. B 87, 134–141 (2014)
Gomez-Ordonez, J., Casado, J.M., Morillo, M.: Arrays of noisy bistable elements with nearest neighbor coupling: equilibrium and stochastic resonance. Eur. Phys. J. B 82(2), 179–187 (2011)
Lindner, J.F., Meadows, B.K., Ditto, W.L.: Scaling laws for spatiotemporal synchronization and array enhanced stochastic resonance. Phys. Rev. E 53(3), 2081–2086 (1996)
Kenfack, A., Singh, K.P.: Stochastic resonance in coupled underdamped bistable systems. Phys. Rev. E 82, 046224 (2010)
Xu, Y., Wu, J., Zhang, H.Q., Ma, S.J.: Stochastic resonance phenomenon in an underdamped bistable system driven by weak asymmetric dichotomous noise. Nonlinear Dyn. 70(1), 531–539 (2012)
Zhang, L., Lai, L., Peng, H., Zhong, S.C.: Stochastic and superharmonic stochastic resonances of a confined overdamped harmonic oscillator. Phys. Rev. E 97, 012147 (2018)
Li, J.H.: Enhancement and weakening of stochastic resonance for a coupled system. Chaos 21, 043115 (2011)
Li, J.H., Chen, Q.H., Zhou, X.F.: Transport and its enhancement caused by coupling. Phys. Rev. E 81, 041104 (2010)
Lv, J.P., Liu, H., Chen, Q.H.: Phase transition in site-diluted Josephson junction arrays: a numerical study. Phys. Rev. B 79, 104512 (2009)
Wang, Q.Y., Perc, M., Duan, Z.S., Chen, G.R.: Delay-induced multiple stochastic resonances on scale-free neuronal networks. Chaos 19, 023112 (2009)
Hendricks, A.G., Epureanu, B.I., Meyhofer, E.: Collective dynamics of kinesin. Phys. Rev. E 79, 031929 (2009)
Stukalin, E.B., Phillips III, H., Kolomeisky, A.B.: Coupling of two motor proteins: a new motor can move faster. Phys. Rev. Lett. 94, 238101 (2005)
Shapiro, V.E., Loginov, V.M.: Formulae of differentiation and their use for solving stochastic equations. Physica A 91(3–4), 563–574 (1978)
Soika, E., Mankin, R.: Trichotomous-noise-induced stochastic resonance for a fractional oscillator. In: Advances in biomedical research. 978-960-474-164-9, pp. 440–445 (2010)
Mitaim, S., Kosko, B.: Adaptive stochastic resonance. Proc. IEEE 86, 2152–2183 (1998)
Acknowledgements
This study has been supported by the National Natural Science Foundation of China (Grant Numbers 11501386 and 11401405) and the Sichuan Science and Technology Program (Grant Number 2017JY0219).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that there is no conflict of interests regarding the publication of this paper.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Appendix for section 4.1
Appendix for section 4.1
Coefficients \(a_i, b_i, c_i, i=1,2\) of Eq. (18) are as follow:
\(a_1=[k^2+b^4+(\gamma b^\alpha )^2]+2kb^2\cos (2\theta )+2k\gamma b^\alpha \cos (\alpha \theta )+2\gamma b^{2+\alpha }\cos [(2-\alpha )\theta ], \)
\(a_2=\varepsilon ^2,\)
\(b_1=[2k{\widetilde{g}}_0+2b^2{\widetilde{g}}_2+2\gamma b^\alpha {\widetilde{g}}_3+2k{\widetilde{F}}_{11}]+[2(k{\widetilde{g}}_2+b^2{\widetilde{g}}_{0})+2b^2{\widetilde{F}}_{11}]\cos (2\theta ) +[2(k{\widetilde{g}}_{3}+\gamma b^\alpha {\widetilde{g}}_{0})+2\gamma b^\alpha {\widetilde{F}}_{11}]\cos (\alpha \theta )+2(b^2{\widetilde{g}}_{3}+\gamma b^\alpha {\widetilde{g}}_{2})\cos [(2-\alpha )\theta ]+2b^2{\widetilde{F}}_{12}\sin (2\theta )+2\gamma b^\alpha {\widetilde{F}}_{12}\sin (\alpha \theta ),\)
\(b_2=(-2\varepsilon )({\widetilde{h}}_{0}+{\widetilde{F}}_{31}),\)
\(c_1=[{\widetilde{g}}_{0}^2+{\widetilde{g}}_{2}^2+{\widetilde{g}}_{3}^2+2{\widetilde{g}}_{0}{\widetilde{F}}_{11}+{\widetilde{F}}_{11}^2+{\widetilde{F}}_{12}^2]+[2{\widetilde{g}}_{0}{\widetilde{g}}_{2}+2{\widetilde{g}}_{2}{\widetilde{F}}_{11}]\cos (2\theta )+[2{\widetilde{g}}_{0}{\widetilde{g}}_{3}+2{\widetilde{g}}_{3}{\widetilde{F}}_{11}]\cos (\alpha \theta )+2{\widetilde{g}}_{2}{\widetilde{g}}_{3}\cos [(2-\alpha )\theta ]+2{\widetilde{g}}_{2}{\widetilde{F}}_{12}\sin (2\theta )+2{\widetilde{g}}_{3}{\widetilde{F}}_{12}\sin (\alpha \theta ),\)
\(c_2={\widetilde{h}}_{0}^2+2{\widetilde{h}}_{0}{\widetilde{F}}_{31}+{\widetilde{F}}_{31}^2+{\widetilde{F}}_{32}^2, \)
\(k=\omega _0^2+\varepsilon ,\)
\(b=\sqrt{\lambda ^2+\Omega ^2},\)
\(\theta =\arctan (\Omega /\lambda ), \)
\(g_1=(\varepsilon ^2-k^2)\gamma \Omega ^\alpha , \)
\(g_4=b^4(\Omega ^2-k), \)
\(g_5=(\gamma b^\alpha )^2(\Omega ^2-k),\)
\(g_6=2\gamma b^{2+\alpha }(\Omega ^2-k),\)
\(g_7=2k\gamma \Omega ^\alpha b^2,\)
\(g_8=2k\gamma ^2(\Omega b)^\alpha \)
\(g_9=\gamma \Omega ^\alpha b^4,\)
\(g_{10}=\gamma ^3(\Omega b^2)^\alpha ,\)
\(g_{11}=2(\gamma b)^2(\Omega b)^\alpha , \)
\(h_1=-2\varepsilon kb^2,\)
\(h_2=-2\varepsilon k\gamma b^\alpha ,\)
\(h_3=-\varepsilon b^4,\)
\(h_4=-\varepsilon (\gamma b^\alpha )^2,\)
\(h_5=-2\varepsilon \gamma b^{2+\alpha },\)
\({\widetilde{g}}_0=(k-\Omega ^2)(\varepsilon ^2-k^2),\)
\({\widetilde{g}}_2=2kb^2(\Omega ^2-k),\)
\({\widetilde{g}}_3=2k\gamma b^\alpha (\Omega ^2-k),\)
\({\widetilde{h}}_0=\varepsilon (\varepsilon ^2-k^2),\)
\({\widetilde{F}}_{11}=g_1\cos (\pi \alpha /2)+g_4\cos (4\theta )+g_5\cos (2\alpha \theta )+g_6\cos (2\theta +\alpha \theta )-g_7\cos (2\theta +\pi \alpha /2)-g_8\cos (\pi \alpha /2+\alpha \theta )-g_9\cos (\pi \alpha /2+4\theta )-g_{10}\cos (\pi \alpha /2+2\alpha \theta )-g_{11}\cos (2\theta +\alpha \theta +\pi \alpha /2),\)
\({\widetilde{F}}_{12}=g_1\sin (\pi \alpha /2)+g_4\sin (4\theta )+g_5\sin (2\alpha \theta )+g_6\sin (2\theta +\alpha \theta )-g_7\sin (2\theta +\pi \alpha /2)-g_8\sin (\pi \alpha /2+\alpha \theta )-g_9\sin (\pi \alpha /2+4\theta )-g_{10}\sin (\pi \alpha /2+2\alpha \theta )-g_{11}\sin (2\theta +\alpha \theta +\pi \alpha /2),\)
\({\widetilde{F}}_{31}=h_1\cos (2\theta )+h_2\cos (\alpha \theta )+h_3\cos (4\theta )+h_4\cos (2\alpha \theta )+h_5\cos (2\theta +\alpha \theta ),\)
\({\widetilde{F}}_{32}=h_1\sin (2\theta )+h_2\sin (\alpha \theta )+h_3\sin (4\theta )+h_4\sin (2\alpha \theta )+h_5\sin (2\theta +\alpha \theta ).\)
Rights and permissions
About this article
Cite this article
Zhong, S., Zhang, L. Noise effect on the signal transmission in an underdamped fractional coupled system. Nonlinear Dyn 102, 2077–2102 (2020). https://doi.org/10.1007/s11071-020-06042-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11071-020-06042-2