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Jie Jin, Li Cui, "Fully Integrated Memristor and Its Application on the Scroll-Controllable Hyperchaotic System", Complexity, vol. 2019, Article ID 4106398, 8 pages, 2019. https://doi.org/10.1155/2019/4106398
Fully Integrated Memristor and Its Application on the Scroll-Controllable Hyperchaotic System
In this paper, a fully integrated memristor emulator using operational amplifiers (OAs) and analog multipliers is simulated. Based on the fully integrated memristor, a scroll-controllable hyperchaotic system is presented. By controlling the nonlinear function with programmable switches, the memristor-based hyperchaotic system achieves controllable scroll numbers. Moreover, the memristor-based hyperchaotic system is fully integrated in one single chip, and it achieves lower supply voltage, lower power dissipation, and smaller chip area. The fully integrated memristor and memristor-based hyperchaotic system are verified with the GlobalFoundries’ 0.18 μm CMOS process using Cadence IC Design Tools. The postlayout simulation results demonstrate that the memristor-based fully integrated hyperchaotic system consumes 90.5 mW from ±2.5 V supply voltage and it takes a compact chip area of 1.8 mm2.
Memristor and multiscroll chaos systems are two research hotspots in recent years. Although, memristor is not commercially available, many memristive emulators have been reported [1–5]. Based on these memristive emulators, various kinds of memristor-based chaotic circuits have been presented [6–12] and they effectively promote the development of the memristive circuit theories.
Most of the existing memristive emulators and memristor-based chaotic circuits are realized using commercially available off-the-shelf discrete components with breadboard or field programmable gate array (FPGA). The breadboard or FPGA-based chaotic circuits are difficult to achieve low-voltage and low-power conditions. As we all know, the fully integrated circuits have the advantages of lower supply voltage, less power consumption, more stable and convenient than their breadboard-based counterparts. Cruz and Chua [13, 14] realized fully integrated Chua’s circuit and nonlinear resistor in 1992 and 1993. Elwakil et al.  realized another integrated chaotic system in 2002, which further verified the advantages of the integrated chaotic circuits. However, the existing integrated chaotic circuits are very simple; they could not realize more complicated chaos.
In order to realize more practical and complicated integrated memristor-based chaotic circuits, a fully integrated memristor emulator and a scroll-controllable hyperchaotic system are presented and verified in this paper. The Cadence IC Design Tools post-layout simulation results verify that the presented fully integrated memresistor and memristor-based scroll-controllable hyperchaotic system are all feasible and achievable and the fully integrated method will further promote the practical applications of chaotic circuits and systems.
2. Fully Integrated Scroll-Controllable Hyperchaotic System and Its Dynamics Analysis
2.1. Implementation of the Operational Amplifier
In a fully integrated chaotic system, complex and high-performance OA is not necessary, and the designed low-voltage and low-power two-stage OA with simple structure for the fully integrated chaotic system is presented in Figure 1 . The supply voltage of the designed operation amplifier is . The P-channel transistors M7–M9  and N-channel transistors M10–M11 consist of a double-ended input single-ended output differential input stage; M12 and M13 consist of the second common source amplifier stage; M14 and capacitor consist of the frequency compensation network between the two stages; the transistors M1–M6 consist of the bias circuit of the OA.
The simulated amplitude and phase-frequency characteristics of the operation amplifier are presented in Figure 2. From the marks M0–M3, it is clear that the voltage gain of the operation amplifier is about 30 dB, its 3 dB bandwidth is 218.5 kHz, and the phase margin is about 86.22°. Its static power consumption is about 5.85 mW with ±2.5 V supply voltage.
2.2. Implementation of the Analog Multiplier
The analog multiplier used in the memristor is presented in Figure 3. The classic Gilbert structure [18–20] is adopted. M4 and M5 consist of the transconductance stage; M6–M9 consist of the Gilbert switch stage, and M10–M13 consist of the load stage of the analog multiplier. The supply voltage of the designed analog multiplier is .
The transient responses of the designed analog multiplier are presented in Figure 4. and are the two input voltages; their input powers are all −10 dBm, and their frequencies are 100 MHz and 10 MHz, respectively. is the output voltage of the analog multiplier. From the above simulation results, it is clear that is the high-frequency carrier, is the low-frequency input signal, and the multiplication is realized in the output voltage .
2.3. The Fully Integrated Memristor
Memristors could be classified as flux-dependent and charge-dependent memristors. A fully integrated flux-controlled memristor is adopted in this work, and its circuit realization using operation amplifier and multipliers is presented in Figure 5.
The voltage and current relation of the flux-controlled memristor could be expressed as where is an incremental memductance function . In order to research the characteristics and application of memristor, various mathematical models and emulator circuits of memristor have been reported in recent years [1–3, 22]. According to [6, 23], a quadric nonlinearity is used to indicate memductance function: where and are two positive constants.
Figure 6 shows the Cadence simulation results of the frequency-dependent pinched hysteresis loop of the memristor in Figure 5 operating at various frequencies. The circuit elements used in the memristor are kΩ, kΩ, kΩ, pF, and the supply voltages of the OA and multiplier are all ±2.5 V.
Figure 6(a) is the simulation result while the frequency of the input voltage equals to 100 kHz, and a clear pinched hysteresis loop is obtained. Figure 6(b) is the simulation result while the frequency of the input voltage equals to 1 MHz; the edges of the pinched hysteresis loop become a bit blurry, and the center of the pinched hysteresis loop becomes narrow. Figure 6(c) is the simulation result while the frequency of the input voltage equals to 5 MHz; the edges of the pinched hysteresis loop become more blurred, and the center of the pinched hysteresis loop becomes more narrow. From the simulation results in Figure 6, it is clear that the fully integrated memristor could operate properly from 1 kHz to 1 MHz. Compared with the memristor using off-the-shelf discrete components with breadboard [24–28], the fully integrated memristor could be used in higher frequency applications.
2.4. The Programmable Staircase Function Circuit
The proposed fully integrated programmable staircase function circuit is presented in Figure 7, and it is realized using the designed OA in Figure 2. The circuit elements used in the memristor are kΩ, kΩ, kΩ, kΩ, and kΩ. The programmable MOS switches used in the proposed programmable staircase function circuit is presented in Figure 8. The programmable MOS switch consists of a NMOS and a PMOS transistor, and it can be turned on and off by controlling the bias voltages and [29, 30].
By controlling the switches S1, S2, and S3 in Figure 7, the numbers of stairs could be changed. When the switches S1 and S3 are turned off, a stair is obtained (Figure 9(a)). When the switch S2 is turned off, S1 and S3 are turned on and two stairs are obtained (Figure 9(b)). When the switches S1, S2, and S3 are all turned on, three stairs are obtained (Figure 9(c)). As an example, when the switch S2 is turned off, S1 and S3 are turned on; the simulated staircase function circuit with is presented in Figure 9(d).
2.5. The Proposed Fully Integrated Scroll-Controllable Hyperchaotic System and Its Dynamics Analysis
The proposed fully integrated scroll-controllable hyperchaotic system is presented in Figure 10. It consists of a classic Jerk system [31–35] and a flux-controlled memristor in Figure 5. There are three integrators (OA1, OA2, and OA4) and two reverse proportional operators (OA3 and OA5) in the fully integrated scroll-controllable hyperchaotic circuit. The circuit elements used in the chaotic circuit are kΩ, kΩ, kΩ, and pF.
From Figure 10, the following expression could be obtained: where is the memductance of the memristor and is the output of the staircase function circuit in Figure 5. The stairs of can be changed by the programmable switches, and the scrolls of the chaotic system are controllable.
In order to explore the nonlinear dynamics of the fully integrated hyperchaotic system, the Lyapunov exponents and bifurcation diagrams are investigated using the MATLAB simulation results.
The dimensionless equations of the chaotic system could be expressed as where and and are two positive parameters.
Let , the bifurcation diagram is presented in Figure 11. From Figure 11, it is clear that the system is chaotic, when is changing from 0 to 2. The Lyapunov exponents of the system by adjusting from 0 to 2 are presented in Figure 12. From Figure 12, it is clear that there are two Lyapunov exponents more than zero in the system and the proposed system is a hyperchaotic system. Considering Figures 11 and 12, both of the Lyapunov exponents and the bifurcation diagram indicate that the proposed system is chaotic and it could generate complex dynamic behaviors.
3. Postlayout Simulation Results of the Fully Integrated Scroll-Controllable Hyperchaotic Circuit
The proposed fully integrated scroll-controllable hyperchaotic system is verified using the Cadence IC Design Tools 5.1.41 Spectre simulator with GlobalFoundries’ 0.18 μm CMOS technology. The supply voltage of the OAs and multipliers is all ±2.5 V, and the power consumption of the whole chaotic system is about 90.5 mW. According to the standard GlobalFoundries’ 0.18 μm CMOS process, there are two problems that should be considered in the full integration of chaotic circuits. First, the capacitors and inductors should not exceed 1 nF and 1 mH, because large capacitors and inductors cannot be realized in the standard integration process. Second, it is difficult to realize complex chaotic systems, because the supply voltages are very low in integrated circuits (less than 5 V).
The chip layout diagram of the chaotic oscillator is presented in Figure 13, and it takes a compact chip area of 1.8 mm2 including the testing pads. The Mentor Calibre software is used for the design rule check (DRC), layout versus schematic (LVS), and parasitic extraction (PEX) of the chaotic system. Based on the chip layout in Figure 13 and considering the parasitics extracted from the chip layout, the postlayout simulation results are presented in Figures 14–22.
Figures 14–16 are the phase portraits in the -, -, and - planes. Because the nonlinear staircase function is added in the x axis, there are two scrolls in the - and - planes and one scroll in the - plane.
Figures 17–19 are the phase portraits in the -, -, and - planes. Similarly, the nonlinear staircase function is also added in the x axis, there are three scrolls in the - and - planes, and one scroll in the - plane.
Figures 20–22 are the phase portraits in the -, -, and - planes. Similarly, the nonlinear staircase function is also added in the x axis, there are four scrolls in the - and - planes, and one scroll in the - plane.
Obviously, by using programmable switches in the staircase circuit, it is easy to generate controllable scrolls in the proposed fully integrated scroll-controllable hyperchaotic system.
This work proposed a novel fully integrated memristor-based scroll-controllable hyperchaotic system. The chaotic system is verified via bifurcation diagram and Lyapunov exponents. In addition, the new chaotic system is realized using the designed OA and multiplier and simulated using Cadence IC Design Tools with the GlobalFoundries’ 0.18 μm CMOS process. It is hoped that the investigation of this work will lead to more effective and systematic studies of fully integrated low-voltage and low-power chaotic circuits and enhance the practical applications of chaotic circuits.
The data used to support the findings of this study are available from the corresponding author upon request.
Conflicts of Interest
The authors declare that there is no conflict of interests regarding the publication of this paper.
This work is supported by the National Natural Science Foundation of China (no. 61561022), the Natural Science Foundations of Hunan Province (2017JJ3254), the Education Department of Hunan Province project (nos. 16B212 and 15C0550), and the Doctoral Scientific Research Foundation of Jishou University under Grant jsdxxcfxbskyxm07.
- M. Di Ventra, Y. V. Pershin, and L. O. Chua, “Circuit elements with memory: memristors, memcapacitors, and meminductors,” Proceedings of the IEEE, vol. 97, no. 10, pp. 1717–1724, 2009.
- A. Ascoli, F. Corinto, and R. Tetzlaff, “Generalized boundary condition memristor model,” International Journal of Circuit Theory and Applications, vol. 44, no. 1, pp. 60–84, 2016.
- F. Corinto and A. Ascoli, “Memristive diode bridge with LCR filter,” Electronics Letters, vol. 48, no. 14, pp. 824-825, 2012.
- J. Secco, M. Biey, F. Corinto, A. Ascoli, and R. Tetzlaff, “Complex behavior in memristor circuits based on static nonlinear two-ports and dynamic bipole,” in 2015 European Conference on Circuit Theory and Design (ECCTD), pp. 1–4, Trondheim, Norway, 2015.
- L. Wang, E. Drakakis, S. Duan, P. He, and X. Liao, “Memristor model and its application for chaos generation,” International Journal of Bifurcation and Chaos, vol. 22, no. 8, article 1250205, 2012.
- V. T. Pham, C. Volos, S. Jafari, and T. Kapitaniak, “A novel cubic–equilibrium chaotic system with coexisting hidden attractors: analysis, and circuit implementation,” Journal of Circuits, Systems and Computers, vol. 27, no. 4, article 1850066, 2018.
- C. K. Volos, A. Akgul, V. T. Pham, and M. S. Baptista, “Antimonotonicity, crisis and multiple attractors in a simple memristive circuit,” Journal of Circuits, Systems and Computers, vol. 27, no. 2, article 1850026, 2018.
- V. T. Pham, A. Buscarino, L. Fortuna, and M. Frasca, “Simple memristive time-delay chaotic systems,” International Journal of Bifurcation and Chaos, vol. 23, no. 4, article 1350073, 2013.
- H. H. C. Iu, D. S. Yu, A. L. Fitch, V. Sreeram, and H. Chen, “Controlling chaos in a memristor based circuit using a twin-T notch filter,” IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 58, no. 6, pp. 1337–1344, 2011.
- B. C. Bao, W. Hu, J. P. Xu, Z. Liu, and L. Zou, “Analysis and implementation of memristor chaotic circuit,” Acta Physica Sinica, vol. 60, no. 12, pp. 1775–1785, 2011.
- B. Bao, Z. Ma, J. Xu, Z. Liu, and Q. Xu, “A simple memristor chaotic circuit with complex dynamics,” International Journal of Bifurcation and Chaos, vol. 21, no. 9, pp. 2629–2645, 2011.
- C. Wang, H. Xia, and L. Zhou, “Implementation of a new memristor-based multiscroll hyperchaotic system,” Pramana, vol. 88, no. 2, 2017.
- J. M. Cruz and L. O. Chua, “A CMOS IC nonlinear resistor for Chua’s circuit,” IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 39, no. 12, pp. 985–995, 1992.
- J. M. Cruz and L. O. Chua, “An IC chip of Chua’s circuit,” IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 40, no. 10, pp. 614–625, 1993.
- A. S. Elwakil, K. N. Salama, and M. P. Kennedy, “An equation for generating chaos and its monolithic implementation,” International Journal of Bifurcation and Chaos, vol. 12, no. 12, pp. 2885–2895, 2002.
- J. Jin, “Programmable multi-direction fully integrated chaotic oscillator,” Microelectronics Journal, vol. 75, pp. 27–34, 2018.
- K. Xu, “Electro-optical modulation processes in Si-PMOSFET LEDs operating in the avalanche light emission mode,” IEEE Transactions on Electron Devices, vol. 61, no. 6, pp. 2085–2092, 2014.
- J. Jin, C. Wang, J. Sun, and S. Du, “Design and simulation of novel amplifier-based mixer for ISM band wireless applications,” International Journal of Circuit Theory and Applications, vol. 43, no. 11, pp. 1794–1800, 2015.
- J. Jin, K. Q. Zhou, and L. Zhao, “Designing RF ring oscillator using current-mode technology,” IEEE Access, vol. 5, no. 99, pp. 5306–5312, 2017.
- J. Jin, “Resonant amplifier-based sub-harmonic mixer for zero-IF transceiver applications,” Integration, the VLSI Journal, vol. 57, pp. 69–73, 2017.
- L. Chua, “Memristor-the missing circuit element,” IEEE Transactions on Circuit Theory, vol. 18, no. 5, pp. 507–519, 1971.
- L. Zhou, C. Wang, and L. Zhou, “A novel no-equilibrium hyperchaotic multi-wing system via introducing memristor,” International Journal of Circuit Theory and Applications, vol. 46, no. 1, pp. 84–98, 2018.
- B. Muthuswamy, “Implementing memristor based chaotic circuits,” International Journal of Bifurcation and Chaos, vol. 20, no. 5, pp. 1335–1350, 2010.
- C. Sánchez-López and L. E. Aguila-Cuapio, “A 860 kHz grounded memristor emulator circuit,” AEU - International Journal of Electronics and Communications, vol. 73, no. 3, pp. 23–33, 2017.
- C. Sánchez-López, M. A. Carrasco-Aguilar, and C. Muñiz-Montero, “A 16 Hz–160 kHz memristor emulator circuit,” AEU - International Journal of Electronics and Communications, vol. 69, no. 9, pp. 1208–1219, 2015.
- B. C. Bao, F. Feng, W. Dong, and S. H. Pan, “The voltage—current relationship and equivalent circuit implementation of parallel flux-controlled memristive circuits,” Chinese Physics B, vol. 22, no. 6, article 068401, 2013.
- A. Sodhi and G. Gandhi, “Circuit mimicking TiO2 memristor: a plug and play kit to understand the fourth passive element,” International Journal of Bifurcation and Chaos, vol. 20, no. 8, pp. 2537–2545, 2010.
- B. C. Bao, J. P. Xu, G. H. Zhou, Z. H. Ma, and L. Zou, “Chaotic memristive circuit: equivalent circuit realization and dynamical analysis,” Chinese Physics B, vol. 20, no. 12, article 120502, 2011.
- P. E. Allen and D. R. Holberg, CMOS Analog Circuit Design, Oxford University Press, 2002.
- J. Jin, C. Wang, J. Sun, Y. Tu, L. Zhao, and Z. Xia, “Novel digitally programmable multiphase voltage controlled oscillator and its stability discussion,” Microelectronics Reliability, vol. 54, no. 3, pp. 595–600, 2014.
- J. C. Sprott, “Some simple chaotic flows,” Physical Review E, vol. 50, no. 2, pp. R647–R650, 1994.
- J. C. Sprott, “Simple chaotic systems and circuits,” American Journal of Physics, vol. 68, no. 8, pp. 758–763, 2000.
- J. C. Sprott, “A new class of chaotic circuit,” Physics Letters A, vol. 266, no. 1, pp. 19–23, 2000.
- J. Ma, X. Wu, R. Chu, and L. Zhang, “Selection of multi-scroll attractors in Jerk circuits and their verification using Pspice,” Nonlinear Dynamics, vol. 76, no. 4, pp. 1951–1962, 2014.
- S. M. Yu and M. H. Liu, “Multi-scroll high-order general Jerk circuits,” Acta Physica Sinica, vol. 55, no. 11, pp. 5707–5713, 2006.
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