CN106877997A - A three-dimensional chaotic system that can generate self-excited or hidden attractors - Google Patents
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Abstract
本发明公开了一种特殊的、同时具有保守性和耗散性的三维混沌系统,随着控制参数的变化,系统平衡点在无平衡点和2个非零平衡点之间转换,形成了自激或隐藏多吸引子的共存行为。利用商用分立元器件,设计了该系统对应的硬件电路,该电路系统易于数值、电路仿真和实验观测,对于混沌系统在工程领域的应用起到较大的推进作用。
The invention discloses a special three-dimensional chaotic system which is both conservative and dissipative. With the change of the control parameters, the system equilibrium point switches between no equilibrium point and two non-zero equilibrium points, forming an automatic Coexistence behavior that stimulates or hides multi-attractors. Using commercial discrete components, the hardware circuit corresponding to the system is designed. The circuit system is easy to numerical value, circuit simulation and experimental observation, and plays a greater role in promoting the application of chaotic systems in the engineering field.
Description
技术领域technical field
本发明实现了一种可产生隐藏或自激振荡吸引子的特殊混沌信号源。The invention realizes a special chaotic signal source capable of generating hidden or self-excited oscillation attractors.
背景技术Background technique
混沌作为非线性动力学系统中一种特有的运动学行为,具有对初始值极端的敏感性和内在随机性,使其在电子、通信、信息处理等科学或工程领域引起学者极大的关注;20世纪60年代Lorenz在研究大气运动时,将采集的大气数据处理时,意外的发现数据在有限空间范围内随时间无限不循环变化,即出现了奇异吸引子,之后O E提出了混沌系统,该系统比Lorenz系统简单、且拥有不同于Lorenz系统的拓扑结构。此后学术界对于常微分方程构成的混沌系统的研究与发掘从未停歇过,陈关荣提出了Chen系统,随后吕金虎接着又提出了Lü混沌系统。此后,不断产生新型的混沌系统,有Liu混沌系统、超混沌Lü系统、Bao混沌系统等。As a unique kinematic behavior in nonlinear dynamical systems, chaos has extreme sensitivity to the initial value and inherent randomness, which has attracted great attention from scholars in the fields of electronics, communication, information processing and other science or engineering; When Lorenz was studying atmospheric motion in the 1960s, when processing the collected atmospheric data, he unexpectedly found that the data changed infinitely and non-cyclically with time within a limited space range, that is, a strange attractor appeared. OE proposed A chaotic system, which is simpler than the Lorenz system and has a different topology than the Lorenz system. Since then, the research and excavation of the chaotic system composed of ordinary differential equations in the academic circle has never stopped. Chen Guanrong proposed the Chen system, and then Lu Jinhu proposed the Lü chaotic system. Since then, new types of chaotic systems have been produced continuously, including Liu chaotic system, super chaotic Lü system, Bao chaotic system and so on.
随着人们对混沌系统的深入研究,对混沌的基本特性和动力学行为愈加了解,混沌系统在科学、工程领域的应用更加深入,由于混沌对初始条件和参数极端敏感,具有极好的随机性;目前利用运算放大器、电阻和电容等分立元器件来构建混沌信号发生器是较便利的方式,可以实现有目的地控制混沌,也使混沌在更多的领域得以应用。With the in-depth study of the chaotic system, the basic characteristics and dynamic behavior of the chaos are more and more understood, and the application of the chaotic system in the fields of science and engineering is more in-depth. Because the chaos is extremely sensitive to the initial conditions and parameters, it has excellent randomness. ; At present, it is more convenient to use discrete components such as operational amplifiers, resistors, and capacitors to build a chaotic signal generator, which can achieve purposeful control of chaos and enable chaos to be applied in more fields.
近年来新定义的一类现象——多稳定性,即在电路参数不变的情况下,初始状态不同,系统运行轨迹可能稳定于点吸引子、混沌、准周期、周期等不同的状态,这种现象被称为多稳定性;将具有多稳定或者超级多稳定性的混沌系统应用于混沌保密通信中,可以有效地提高系统的保密性能。因此,研究混沌系统的多稳定性有着重要的理论和现实意义。In recent years, a newly defined phenomenon—multi-stability, that is, in the case of constant circuit parameters, the initial state is different, and the system trajectory may be stable in different states such as point attractor, chaos, quasi-period, and cycle. This phenomenon is called multi-stability; applying multi-stability or super multi-stability chaotic system to chaotic secure communication can effectively improve the security performance of the system. Therefore, it is of great theoretical and practical significance to study the multi-stability of chaotic systems.
发明内容Contents of the invention
本发明所要解决的技术问题是设计一种可产生自激或隐藏吸引子的三维混沌系统,对其硬件电路实现。The technical problem to be solved by the present invention is to design a three-dimensional chaotic system that can generate self-excited or hidden attractors, and realize its hardware circuit.
为解决上述技术问题,本发明提供了一种可产生自激或隐藏吸引子的三维混沌系统,设计了相应的硬件电路,其结构如下:In order to solve the above technical problems, the present invention provides a three-dimensional chaotic system capable of generating self-excited or hidden attractors, and a corresponding hardware circuit is designed, the structure of which is as follows:
所述主电路包括:积分通道一、积分通道二和积分通道三;积分通道一有5个输入端,分别为1个“–vy”、2个“–vx”、1个“vy”和1个“vz”,通过乘法器和积分器后输出“vx”,再经过一级反相器最终输出“–vx”;积分通道二有4个输入端,分别为“–V1”、“vx”、“–vy”和“vz”,通过乘法器和积分器后输出“vy”,再经过一级反相器最终输出“–vy”;积分通道三有3个输入端“–vx”、“vx”和“vy”,通过乘法器和积分器后输出“vz”;运算放大器U1、U2、U3、U4和U5的同相输入端接“地”,“–V1”端提供“–1V”直流电压。The main circuit includes: integration channel 1, integration channel 2 and integration channel 3; integration channel 1 has 5 input terminals, respectively 1 "-v y ", 2 "-v x ", 1 "v y ” and 1 “v z ”, output “v x ” after passing through the multiplier and integrator, and finally output “–v x ” through a first-stage inverter; the integration channel 2 has 4 input terminals, which are respectively “– V 1 ”, “v x ”, “–v y ” and “v z ”, output “v y ” after passing through the multiplier and integrator, and then output “–v y ” after passing through a first-stage inverter; integration channel There are 3 input terminals "–v x ", "v x " and "v y ", and output "v z " after passing through the multiplier and integrator; operational amplifiers U 1 , U 2 , U 3 , U 4 and U The non-inverting input terminal of 5 is connected to "ground", and the "-V 1 " terminal provides "-1V" DC voltage.
积分通道一中,输入端“–vy”串联一个“20kΩ”的电阻接于运算放大器U1的反相输入端;输入端“–vx”和“vy”经乘法器M1相乘后串联电阻Ra接于运算放大器U1的反相输入端;输入端“–vx”和“vz”经乘法器M2相乘后串联一个“20kΩ”的电阻接于运算放大器U1的反相输入端;U1的反相输入端和输出端之间并联电容C1,此时U1的输出端输出“vx”;U1的输出端和运算放大器U2的反相输入端之间串联一个“10kΩ”的电阻;U2的反相输入端和输出端之间并联一个“10kΩ”的电阻,此时U2的输出端输出“–vx”;运算放大器U1和U2的同相输入端均接“地”。In integration channel 1, the input terminal “–v y ” is connected in series with a “20kΩ” resistor to the inverting input terminal of the operational amplifier U 1 ; the input terminals “–v x ” and “ vy y ” are multiplied by the multiplier M 1 The rear series resistance R a is connected to the inverting input terminal of the operational amplifier U 1 ; the input terminals “–v x ” and “v z ” are multiplied by the multiplier M 2 and then a “20kΩ” resistor is connected in series to the operational amplifier U 1 The inverting input terminal of U 1 ; the capacitor C 1 is connected in parallel between the inverting input terminal and the output terminal of U 1, at this time, the output terminal of U 1 outputs "v x "; the output terminal of U 1 and the inverting input terminal of the operational amplifier U 2 A "10kΩ" resistor is connected in series between the terminals; a "10kΩ" resistor is connected in parallel between the inverting input terminal and the output terminal of U 2 , and the output terminal of U 2 outputs "–v x " at this time; the operational amplifier U 1 and The noninverting input terminals of U 2 are all connected to "ground".
积分通道二中,输入端“–V1”串联电阻Rb接于运算放大器U3的反相输入端;输入端“vx”经乘法器M3相乘作平方运算后串联电阻Rc接于运算放大器U3的反相输入端;输入端“–vy”和“vz”经乘法器M4相乘后串联一个“20kΩ”的电阻接于运算放大器U3的反相输入端;U3的反相输入端和输出端之间并联电容C2,此时U3的输出端输出“vy”;U3的输出端和运算放大器U4的反相输入端之间串联一个“10kΩ”的电阻;U4的反相输入端和输出端之间并联一个“10kΩ”的电阻,此时U4的输出端输出“–vy”;运算放大器U3和U4的同相输入端均接“地”。In the integration channel 2, the input terminal “–V 1 ” series resistance R b is connected to the inverting input terminal of the operational amplifier U 3 ; the input terminal “v x ” is multiplied by the multiplier M 3 for square operation, and the series resistance R c is connected to At the inverting input terminal of the operational amplifier U 3 ; the input terminals “–v y ” and “v z ” are multiplied by the multiplier M 4 and connected in series with a “20kΩ” resistor to the inverting input terminal of the operational amplifier U 3 ; A capacitor C 2 is connected in parallel between the inverting input terminal and the output terminal of U 3 , at this time, the output terminal of U 3 outputs " vy "; a "vy" is connected in series between the output terminal of U 3 and the inverting input terminal of the operational amplifier U 4 10kΩ” resistor; a “10kΩ” resistor is connected in parallel between the inverting input terminal and output terminal of U 4 , and the output terminal of U 4 outputs “–v y ” at this time; the non-inverting input terminals of operational amplifiers U 3 and U 4 All connected to "ground".
积分通道三中,输入端“–vx”串联一个“20kΩ”的电阻接于运算放大器U5的反相输入端;输入端“vx”经乘法器M5相乘作平方运算后串联一个“20kΩ”的电阻接于运算放大器U5的反相输入端;输入端“vy”经乘法器M6相乘作平方运算后串联一个“20kΩ”的电阻接于运算放大器U5的反相输入端;U5的反相输入端和输出端之间并联电容C3,此时U5的输出端输出“vz”;运算放大器U5的同相输入端接“地”。In the integration channel three, the input terminal “–v x ” is connected in series with a “20kΩ” resistor to the inverting input terminal of the operational amplifier U 5 ; the input terminal “v x ” is multiplied by the multiplier M 5 for square operation and then connected in series with a The "20kΩ" resistor is connected to the inverting input terminal of the operational amplifier U5 ; the input terminal " vy " is multiplied by the multiplier M6 for square operation, and then a "20kΩ" resistor is connected in series to the inverting input terminal of the operational amplifier U5 The input terminal; a capacitor C 3 is connected in parallel between the inverting input terminal and the output terminal of U 5 , at this time, the output terminal of U 5 outputs "v z "; the non-inverting input terminal of the operational amplifier U 5 is connected to "ground".
所述的一种可产生自激或隐藏吸引子的三维混沌系统对应的主电路如图1所示,系统方程含有三个状态变量x、y、和z;对应电路状态方程含有三个状态变量vx、vy和vz。The main circuit corresponding to the three-dimensional chaotic system that can produce self-excited or hidden attractors is shown in Figure 1. The system equation contains three state variables x, y, and z; the corresponding circuit state equation contains three state variables v x , v y , and v z .
本发明的有益效果如下:提出一种可产生自激或隐藏吸引子的三维混沌系统,设计其硬件电路,实现了一种隐藏或者自激振荡的混沌信号源。该系统结构简单,易于理论分析和电路集成,有较大的工程应用价值。The beneficial effects of the present invention are as follows: a three-dimensional chaotic system capable of generating self-excited or hidden attractors is proposed, and its hardware circuit is designed to realize a hidden or self-excited oscillation chaotic signal source. The system is simple in structure, easy for theoretical analysis and circuit integration, and has great engineering application value.
附图说明Description of drawings
为了使本发明的内容更容易被清楚的理解,下面根据具体实施方案并结合附图,对本发明作进一步详细的说明:In order to make the content of the present invention more easily understood clearly, the present invention will be described in further detail below according to specific embodiments in conjunction with the accompanying drawings:
图1一种可产生自激或隐藏吸引子的三维混沌系统硬件实现电路;Fig. 1 is a hardware implementation circuit of a three-dimensional chaotic system that can generate self-excited or hidden attractors;
图2选取初始条件(0,0,0)在vx-vy平面的数值仿真相轨图和实验验证结果;Figure 2 selects the initial condition (0,0,0) in the numerical simulation phase orbit diagram and experimental verification results of the v x -v y plane;
图3选取初始条件(1,0,1)在vx-vy平面的数值仿真相轨图和实验验证结果;Figure 3 selects the initial condition (1,0,1) in the numerical simulation phase orbit diagram and experimental verification results of the v x -v y plane;
图4选取初始条件(2,0,0)在vx-vy平面的数值仿真相轨图和实验验证结果;Figure 4 selects the initial condition (2,0,0) in the numerical simulation phase orbit diagram and experimental verification results of the v x -v y plane;
具体实施方式detailed description
数学建模:本实施例的一种可产生自激或隐藏吸引子的三维自治振荡电路构建如图1所示。首先,本发明基于一个三维混沌系统,系统可由如下无量纲状态方程描述:Mathematical modeling: The construction of a three-dimensional autonomous oscillation circuit capable of generating self-excited or hidden attractors in this embodiment is shown in Figure 1 . First of all, the present invention is based on a three-dimensional chaotic system, which can be described by the following dimensionless state equation:
其中,x、y、z为3个状态变量,a、b、c为3个新引入的控制参数且均为正常数。Among them, x, y, z are 3 state variables, a, b, c are 3 newly introduced control parameters and they are all normal numbers.
令系统(1)的方程式左边等于零,有Let the left side of the equation of system (1) be equal to zero, we have
通过运算可以转化成can be transformed into
x[(c-a)x2+(a-1)x+1-b]=0 (3)x[(ca)x 2 +(a-1)x+1-b]=0 (3)
可以验证,x=0不是式(2)的解,即系统(1)不具有非零平衡点。当固定c=2时,那么按以下5种情形讨论式(2)的解,并确定系统(1)的平衡点。It can be verified that x=0 is not a solution of equation (2), that is, system (1) does not have a non-zero equilibrium point. When c=2 is fixed, then discuss the solution of formula (2) according to the following five situations, and determine the equilibrium point of system (1).
情形一:a=2、b=1。式(2)无解,即系统(1)无平衡点。Case 1: a=2, b=1. Equation (2) has no solution, that is, system (1) has no equilibrium point.
情形二:a=2、1<b<2。式(2)有2个解,由此可解析得到系统(1)的2个非零平衡点为Case 2: a=2, 1<b<2. Equation (2) has 2 solutions, so it can be analyzed that the 2 non-zero equilibrium points of system (1) are
情形三:a=2、b≤1或b≥2。式(2)无解,系统(1)无平衡点。Case three: a=2, b≤1 or b≥2. Equation (2) has no solution, and system (1) has no equilibrium point.
情形四:1<a<1.5、b=1。式(2)有2个解,可解析得到系统(1)的2个非零平衡点为Situation 4: 1<a<1.5, b=1. Equation (2) has two solutions, and the two non-zero equilibrium points of system (1) can be obtained analytically as
情形五:a≤1或a≥1.5、b=1。式(2)无解,系统(1)无平衡点。Case five: a≤1 or a≥1.5, b=1. Equation (2) has no solution, and system (1) has no equilibrium point.
综上所述,可发现系统(1)随参数变化时存在无平衡点和2个非零平衡点之间切换,即该系统可产生自激或者隐藏吸引子。In summary, it can be found that the system (1) switches between no equilibrium point and two non-zero equilibrium points when the parameters change, that is, the system can generate self-excited or hidden attractors.
数值仿真:利用MATLAB仿真软件平台,可以对由式(4)所描述的系统进行数值仿真分析。选择龙格-库塔(ODE23)算法对系统方程求解,可获得此混沌系统状态变量的相轨图。选取典型参数a=2、b=1、c=2,对应不同初始值下的MATLAB数值仿真相轨图分别如图2(a)、图3(a)和图4(a)所示。Numerical simulation: Using the MATLAB simulation software platform, the numerical simulation analysis of the system described by formula (4) can be carried out. The Runge-Kutta (ODE23) algorithm is selected to solve the system equations, and the phase orbit diagram of the state variables of the chaotic system can be obtained. The typical parameters a=2, b=1, c=2 are selected, and the MATLAB numerical simulation phase orbit diagrams corresponding to different initial values are shown in Fig. 2(a), Fig. 3(a) and Fig. 4(a) respectively.
实验验证:本设计采用型号为AD711KN的运算放大器,并提供±15V工作电压。其中,vx、vy、vz分别代表3个电容电压状态变量,C=C1=C2=C3=0.1μF,Ra=10kΩ、Rb=20kΩ以及Rc=10kΩ。电阻采用精密可调电阻,电容为独石电容。理论分析和数值仿真表明,该电路所产生的混沌吸引子对初始状态较为敏感,不断开启和关闭供电电源,很容易实现所需要的状态变量初值。采用Tektronix DPO3034数字存储示波器捕获测量波形,分别对数值仿真中的混沌吸引子相轨图进行了实验验证,实验结果分别如如图2(b)、图3(b)和图4(b)所示。Experimental verification: This design uses an operational amplifier model AD711KN, and provides ±15V operating voltage. Wherein, v x , v y , and v z respectively represent three capacitive voltage state variables, C=C 1 =C 2 =C 3 =0.1 μF, R a =10 kΩ, R b =20 kΩ, and R c =10 kΩ. The resistor is a precision adjustable resistor, and the capacitor is a monolithic capacitor. Theoretical analysis and numerical simulation show that the chaotic attractor generated by this circuit is more sensitive to the initial state, and it is easy to realize the initial value of the required state variable by continuously turning on and off the power supply. The Tektronix DPO3034 digital storage oscilloscope was used to capture the measurement waveform, and the phase track diagram of the chaotic attractor in the numerical simulation was verified experimentally. The experimental results are shown in Fig. 2(b), Fig. 3(b) and Fig. 4(b). Show.
对比结果可以说明:实验电路中观测到的非线性现象与仿真结果完全吻合,可以验证理论分析和数值仿真的正确性。因此,本发明所构建的一种可产生自激或隐藏吸引子的三维自治系统硬件电路具有科学的理论依据和物理上的可实现性,可对混沌系统电路的工程应用起到积极的推动作用。The comparison results can show that the nonlinear phenomenon observed in the experimental circuit is completely consistent with the simulation results, which can verify the correctness of the theoretical analysis and numerical simulation. Therefore, a kind of three-dimensional autonomous system hardware circuit that can generate self-excited or hidden attractors constructed by the present invention has scientific theoretical basis and physical realizability, and can play a positive role in promoting the engineering application of chaotic system circuits .
上述实施例仅仅是为清楚地说明本发明所作的举例,而并非是对本发明的实施方式的限定。对于所属领域的普通技术人员来说,在上述说明的基础上还可以做出其它不同形式的变化或变动。这里无需也无法对所有的实施方式予以穷举。The above-mentioned embodiments are only examples for clearly illustrating the present invention, rather than limiting the implementation of the present invention. For those of ordinary skill in the art, other changes or changes in different forms can be made on the basis of the above description. It is not necessary and impossible to exhaustively list all the implementation manners here.
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Cited By (5)
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| CN107819566A (en) * | 2017-11-15 | 2018-03-20 | 杭州电子科技大学 | A kind of implementation method of new chaotic oscillating circuit |
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