CN109890039B - Method for allocating SWIPT relay resources under general interference - Google Patents
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Abstract
The invention discloses a method for allocating SWIPT relay resources under general interference, which is based on a DF relay system, establishes an optimization problem by taking the maximum non-interruption probability as a target, and solves the problem by adopting a golden section method to obtain the optimal h2And maximum probability of non-interruption. Simulation experiments show that the method can effectively improve the non-interruption probability of the relay system under different parameters.
Description
Technical Field
The invention relates to the technical field of relay resource allocation, in particular to an SWIPT relay resource allocation method under general interference.
Background
With the advent of the 5G era and the expansion of the scale of wireless networks, the number of nodes in the network is increasing dramatically. Conventional network nodes use batteries to supply energy, which means that the network nodes have a limited life cycle. Faced with more and more nodes, replacing batteries for them obviously consumes a lot of manpower and material resources. However, the emergence and development of the Simultaneous transfer (SWIPT) technology provides a new idea for solving the problem. The SWIPT technology can enable nodes in a wireless network to collect energy through radio frequency signals, and receive information by using the collected energy. The technology avoids the disadvantage of frequent battery replacement, and can greatly prolong the service life of nodes in the network. Therefore, the application of the SWIPT technology in the wireless network is of great interest.
The SWIPT technology can effectively improve the frequency spectrum utilization rate of the network, reduce delay and reduce power consumption, so that a lot of students consider applying the SWIPT technology to a relay communication system. And when the SWIPT is applied to the relay system, a reasonable resource allocation strategy needs to be adopted to improve the performance of the relay system. The existing method for allocating SWIPT relay resources generally only considers the situation that interference is periodic information, however, in practical application, the interference often appears not periodically but randomly.
Therefore, how to provide a method for allocating SWIPT relay resources for general interference is a problem that needs to be solved urgently by those skilled in the art.
Disclosure of Invention
In view of this, the present invention provides a method for allocating SWIPT relay resources under general interference, which can effectively improve the non-interruption probability of the system.
In order to achieve the purpose, the invention adopts the following technical scheme:
a method for allocating SWIPT relay resources under general interference comprises the following steps:
(1) establishing a relay system model based on DF;
(2) defining the non-interruption probability p of the whole link based on the model established in the step (1)non=p1p2(ii) a Wherein,is the probability of non-interruption of the transmitter to the receiver;a non-outage probability for a relay to a receiver; wherein, PsFor the average power of the transmitted signal, PRTo forward the power of the signal, r0For the transmission rate threshold, ε is a straight line h2Point of intersection with the h-axis, h1The DF region and the EH region are the dividing lines,h2line for resource distributionI is the power value I, theta of the interference IIIs the expectation of I, thetahTheta is the expectation of the channel gain hgFor a channelExpectation of gain g, and channel gains h and g both obey an exponential;
(3) the optimization problem P5 is established with the goal of maximizing the probability of non-interruption:
(P5)max pnon(ε)=p1p2
(4) solving the optimization problem P5 in the step (3) by adopting a golden section method to obtain an optimal resource allocation section line h2And maximum probability of non-interruption.
In order to further optimize the above technical solution, the step (4) specifically includes:
step 1: setting a value interval [ a, b ] and precision e of the initialization epsilon;
step 2: solving section golden section point a1=a+(1-0.618)(b-a),a2=a+0.618(b-a);
And 3, step 3: if the probability of non-interruption pnon(a1)<pnon(a2) Jumping to the 4 th step, otherwise jumping to the 5 th step;
and 4, step 4: if a is2-a1E, stopping iteration and outputting an optimal solution x*=a1Outputting the maximum non-interrupt probabilityOtherwise, let a be a1,a1=a2,a2Jumping to step 3 as a +0.618 (b-a);
and 5, step 5: if a is2-a1E, stopping iteration and outputting an optimal solution x*=a2Outputting the maximum non-interrupt probabilityOtherwise, let b be a2,a2=a1,a1A + (1-0.618) (b-a), jump to step 3.
The technical proposal is similar to the prior artCompared with the prior art, the invention discloses and provides a method for allocating SWIPT relay resources under general interference, a DF-based relay system establishes an optimization problem by taking the maximum non-interruption probability as a target, and the optimal h is calculated by adopting a golden section method2And maximum probability of non-interruption. Simulation experiments show that the method can effectively improve the non-interruption probability of the relay system under different parameters.
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In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the provided drawings without creative efforts.
Fig. 1 is a schematic structural diagram of a method for allocating SWIPT relay resources under general interference provided by the present invention;
fig. 2 is a schematic diagram of a DF-based relay system model provided in the present invention;
FIG. 3 is a schematic diagram of relay timeslot division provided by the present invention;
FIG. 4 is a h-I resource allocation coordinate system provided by the present invention;
FIG. 5 shows a graph h according to the present invention2A schematic diagram of method resource allocation;
FIG. 6 shows the non-interruption probability of the relay system using the TS method according to the present invention;
FIG. 7 shows the present invention using h2The method relays the probability of system non-interruption;
FIG. 8 shows different interrupt rates r provided by the present invention0Maximum non-interruption probability of the lower relay system;
FIG. 9 shows different power consumptions P of the circuit according to the present inventioncMaximum non-interruption probability of the lower relay system;
FIG. 10 shows different interference parameters θ provided by the present inventionIMaximum non-interruption probability of the lower relay system.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, an embodiment of the present invention discloses a method for allocating SWIPT relay resources under general interference, including:
(1) establishing a relay system model based on DF;
(2) defining the non-interruption probability p of the whole link based on the model established in the step (1)non=p1p2(ii) a Wherein,is the probability of non-interruption of the transmitter to the receiver;a non-outage probability for a relay to a receiver; wherein, PsFor the average power of the transmitted signal, PRTo forward the power of the signal, r0For the transmission rate threshold, ε is a straight line h2Point of intersection with the h-axis, h1The DF region and the EH region are the dividing lines,h2line for resource distributionI is the power value I, theta of the interference IIIs the expectation of I, thetahTheta is the expectation of the channel gain hgIs the expectation of channel gain g, and both channel gains h and g obey an index;
(3) the optimization problem P5 is established with the goal of maximizing the probability of non-interruption:
(P5)max pnon=p1p2
(4) solving the optimization problem P5 in the step (3) by adopting a golden section method to obtain an optimal resource allocation section line h2And maximum probability of non-interruption.
In order to further disclose the technical scheme, the step (4) specifically comprises the following steps:
the step (4) specifically comprises the following steps:
step 1: setting a value interval [ a, b ] and precision e of the initialization epsilon;
step 2: solving section golden section point a1=a+(1-0.618)(b-a),a2=a+0.618(b-a);
And 3, step 3: if the probability of non-interruption pnon(a1)<pnon(a2) Jumping to the 4 th step, otherwise jumping to the 5 th step;
and 4, step 4: if a is2-a1E, stopping iteration and outputting an optimal solution x*=a1Outputting the maximum non-interrupt probabilityOtherwise, let a be a1,a1=a2,a2Jumping to step 3 as a +0.618 (b-a);
and 5, step 5: if a is2-a1E, stopping iteration and outputting an optimal solution x*=a2Outputting the maximum non-interrupt probabilityOtherwise, let b be a2,a2=a1,a1A + (1-0.618) (b-a), jump to step 3.
Under the condition that the existing interference is periodic information, the relay mostly adopts an AF forwarding mode, and the relay has the advantages of simple system structure and low circuit consumption energy. However, under general interference, the AF forwarding scheme does not perform well. Since the interference exists all the time and occurs non-periodically in a general interference environment, the relay amplifies the signal and also amplifies the interference signal and noise, which obviously reduces the signal to noise ratio of the signal and is not beneficial to the transmission of system information. The DF has the advantage that the relay decodes the received information before forwarding the signal, which allows the interference and noise in the original signal to be filtered out and avoids further transmission of the interference and noise. Therefore, in a general interference environment, the relay is more suitable to adopt the DF forwarding method.
A relay system model using the DF forwarding scheme is shown in fig. 2. It should be noted that, unlike the AF forwarding method, the DF forwarding method needs to decode information and consumes a certain amount of energy. The energy collected by the system is divided into two parts, one part is used for forwarding information, and the power of the forwarded signal is assumed to be PR(ii) a Another part is consumed by the decoding circuit, assuming that the power consumed is PC。
In FIG. 2, the transmitter is for transmitting signalsDenotes that its average power is PS. The signal reaches the relay through a wireless channel, the channel gain is h, and meanwhile, a general interference signal i also reaches the relay. y isRIndicating relayed received signal, nRIs the relay antenna noise. The relay received signal is divided into two paths by the time switcher, the upper path signal is used for decoding and forwarding, the lower path signal is used for collecting energy and providing the size P for the forwarded signalRThe signal after the forward amplification power is amplified is xR. The signal arrives at the receiver via a radio channel with a channel gain g, the received signal being denoted yD. At the same time, receiver antenna noiseIs introduced.
In a general interference environment, the signal-to-noise ratio of signals received by the relay and the receiver is affected by the channel state, and when the channel state is good, the signal-to-noise ratio of the received signals is high, and conversely, the signal-to-noise ratio of the signals is poor. And with interferenceThe signal-to-noise ratio of the signal fluctuates with time. Considering the channel gains h, g as mutually independent random variables and respectively subject to the expectation of theta in conjunction with fig. 2hAnd thetagIs used as the index distribution of (1). The relay adopts a TS operation strategy, and at the moment, the relay has two working modes which are respectively defined as a Decoding Forwarding (DF) mode and an energy collecting (EH) mode. The relay can judge the optimal working state of the relay according to h, I and g, wherein I is an interference power value. As shown in fig. 3, the communication process is divided into several slots and it is assumed that the relay can acquire channel state information, i.e., h, I and g. When a time slot arrives, the relay determines to allocate the time slot to EH or DF by judging the channel state information.
Considering the communication process from the transmitter to the relay, referring to fig. 2, in a certain channel state, the received signal at the relay is represented as:
the signal to noise ratio is:
at this time, the instantaneous information rate can be expressed as
The relay energy collects power of
PEH=η(hPS+I)
Where η is energy conversion efficiency, and for convenience, η is 1.
Transmission being limited by taking into account delay, i.e. transmission rate below threshold r0The communication interruption is caused by time, and the probability of interruption of the communication from the transmitter to the relay is expressed as:
defining the non-outage probability p1=1-pout,p1Then this can be expressed as:
considering the communication process from the relay to the receiver in fig. 2, in a certain channel state, the receiver receives signals as follows:
in the formula, xRThe forwarded signal representing the relay, assuming the relay can decode the information correctly, thenThe signal-to-noise ratio of the received signal at the receiver is therefore:
at this time, the instantaneous information rate relayed to the receiver can be expressed as:
also consider a threshold value of r0Delay limited transmission, non-interruption probability p of relaying to receiver2Can be expressed as follows:
with h as the vertical axis and I as the horizontal axis, an h-I coordinate system, referred to as a resource allocation coordinate system, can be obtained, as shown in fig. 4. If it is required that the transmitter-to-relay transmission cannot be interrupted, then h and I must satisfy:
the method is simplified and can be obtained:
order toThe condition that no interruption occurs in the transmitter-to-relay transmission is mapped to the h-I coordinate system, so that the non-interruption region is h in FIG. 41The hatched portion above the straight line. In this area, no interruption occurs in the transmission of information, and the relay should operate in the DF mode, so this area is called the DF area. In contrast, in h1The lower zone for information transmission causes an interruption, and therefore, h1The lower zone relay should operate in the EH mode, and this zone is referred to as an EH zone. The energy collected by the relay is divided into two parts, and can be expressed by the formula:
PEH=PC+PR
PEHfor collecting power, PCA fixed power consumed for the circuit, therefore, PRDepending on the amount of relay energy harvesting power. For relaying to the receiver, the uninterrupted communication needs to satisfy RRD≥r0I.e. byFor different channel states g, the relays require different forwarding powers to ensure uninterrupted communication. Therefore, in fig. 4, a certain area needs to be partitioned from the decode-and-forward area for energy collection. Defining resource allocation lines h2Is a straight line perpendicular to the h-axis, and the intersection with the h-axis is (0,. epsilon.) as shown in FIG. 5. h is2And h1The common upper region is divided for energy harvesting, h-axis,h1And h2The jointly formed triangular regions are used for decoding and forwarding. h is1The intersection point with the h axis is The transmitter always transmits information to the relay, so the shaded triangular area cannot be 0, and the resource allocation line needs to be satisfiedI.e. the value range of epsilon is
For the DF and EH region allocation case of fig. 5, the transmitter-to-receiver non-outage probability can be expressed as:
the above equation is expressed as an integral:
the average power of the relay energy collection is:
after the average power of the relay energy collection is obtained, according to PEH=PC+PRThe average forwarding power of the relay can be obtained as follows:
E[PR]=E[PEH]-PC
the probability of non-interruption relayed to the receiver can be expressed as an integral:
defining the non-interruption probability of the whole link as pnonThe communication of the whole link is not interrupted, and it must be satisfied that the communication from the transmitter to the relay is not interrupted and the communication from the relay to the receiver is not interrupted at the same time, so the probability of non-interruption of the whole link can be expressed as:
pnon=p1p2
at this time, the optimization problem P5 is established with the goal of maximizing the non-interruption probability:
(P5)max pnon=p1p2
the optimization problem can be solved by adopting a golden section method.
The technical scheme provided by the invention is further explained by combining specific experimental simulation.
For convenience of subsequent description, the method for allocating SWIPT relay resources under general interference provided by the invention is simply referred to as h2A method.
Invention pair h2The method is subjected to simulation verification and is compared with the method for optimizing the TS coefficient. The simulation parameter settings used are as follows, PS=5,PC=0.5,r0=0.2,θh=1,θI=5,θg=1,
Referring to fig. 6, fig. 6 is a non-interruption probability of a relay system by using a TS coefficient method, which can be seen visually: when the TS coefficient is increased, the probability of system non-interruption is increased firstly and then reduced, and when alpha is 0.22, the rate of system non-interruption reachesMaximum, pnon=0.59。
FIG. 7 shows relay adoption h2In the method, the non-interrupt probability of the system is distributed along with the resource2Simulation diagram of the change of (1). It can be seen from the figure that the probability of non-interruption p from the transmitter to the relay1Increases gradually with increasing epsilon because increasing epsilon increases the DF area in FIG. 5, while p increases1Is integrated over this area, and thus, p1It will increase. But when epsilon increases to a certain value, the probability of non-interruption p1Remains substantially unchanged because the integral of the probability density function approaches 0 in the DF integration region expanded by the increase in epsilon. Probability of non-interruption p relayed to receiver2Decreasing with increasing epsilon, because the EH area in fig. 5 decreases, the energy received by the repeater decreases, resulting in a decrease in the repeating power, and therefore a decrease in the signal-to-noise ratio of the repeating signal and a decrease in the probability of non-interruption. The best dividing line h can be obtained by golden section method26.43, the system non-outage probability is pnon0.68. It can be seen that employing h2The method can improve the non-interruption probability of the system by 15.3 percent.
Under different parameters, h2The process exhibits different properties. As shown in FIG. 8, the interrupt rate r is adjusted by fixing other parameters of the system0. With r0Is increased by h2The method and the relay non-interruption probability adopting the TS coefficient method are both gradually reduced, because the interruption rate is improved, the signal-to-noise ratio requirement of the system on the signal is improved, therefore, under the condition that other conditions are not changed, the signal with lower signal-to-noise ratio can generate communication interruption, and the non-interruption probability is reduced. However, it is apparent that h is used2The relay non-interruption probability of the method is larger than h which is not adopted2The relay non-interruption probability of the method is low, and the difference between the two is along with r0Is increased. Therefore, the relay system with high requirement on delay transmission is more suitable for adopting h2A method.
Fixing other parameters of the system, regulating the power consumption P of the circuitCTo obtain different non-interruption probabilities, as shown in FIG. 9. With PCIs increased by h2The method and the relay non-interruption probability adopting the TS coefficient method are both gradually reduced because the circuit consumption power is increased, on one hand, the relay needs to allocate more resources for energy collection, thereby reducing the area of the DF area in fig. 5. On the other hand, the power P for the retransmitted signalRThe signal-to-noise ratio of the retransmitted signal is reduced. This therefore leads to a reduction in the probability of relay non-interruption, otherwise unchanged. However, as can be seen from FIG. 9, h is used2The relay non-interruption probability of the method is obviously greater than that of the TS coefficient method.
As shown in fig. 10, the other parameters of the system are fixed, and the disturbance parameter theta is adjustedI. With thetaIIs increased by h2The method and the relay non-interruption probability adopting the TS coefficient method are both gradually reduced, because the signal-to-noise ratio of the relay receiving signal of the system is reduced due to the improvement of the interference power, and therefore, the non-interruption probability is reduced under the condition that other conditions are not changed. However, as is apparent from FIG. 10, h is used2The relay non-interruption probability of the method is greater than that of the TS coefficient method, and h is adopted2The non-outage probability of the method drops very slowly. This is because, when the interference is strong or the channel state is poor, the relay switches to the energy receiving mode; when the interference is weak or the channel state is good, the relay is switched to a decoding forwarding mode. However, for the relay adopting the TS coefficient method, regardless of the interference magnitude and the channel state, the relay can only perform the conversion of energy collection and decoding forwarding according to the fixed time switching coefficient, so for some states with large interference power or poor channel state, the relay system adopting the TS coefficient method may be in a decoding forwarding mode, which causes the signal-to-noise ratio of the relay received signal or the signal received by the receiver to be very low, and finally causes the non-interruption probability of the relay to be reduced.
The embodiments in the present description are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other. The device disclosed by the embodiment corresponds to the method disclosed by the embodiment, so that the description is simple, and the relevant points can be referred to the method part for description.
The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
Claims (2)
1. A method for allocating SWIPT relay resources under general interference is characterized by comprising the following steps:
(1) establishing a relay system model based on DF;
(2) defining the non-interruption probability p of the whole link based on the model established in the step (1)non=p1p2;
Wherein,is the probability of non-interruption of the transmitter to the receiver;a non-outage probability for a relay to a receiver; wherein, PsFor the average power of the transmitted signal, PRTo forward the power of the signal, r0For the transmission rate threshold, ε is a straight line h2Point of intersection with the h-axis, h1The DF region and the EH region are the dividing lines,h2line for resource distributionI is the power value of interference II,θIIs the expectation of I, thetahTheta is the expectation of the channel gain hgIs the expectation of channel gain g, and both channel gains h and g obey an index;
(3) the optimization problem P5 is established with the goal of maximizing the probability of non-interruption:
(P5)max pnon(ε)=p1p2
(4) solving the optimization problem P5 in the step (3) by adopting a golden section method to obtain an optimal resource allocation section line h2And a maximum probability of non-interruption;
the DF-based relay system model adopts a DF forwarding mode; the collected energy is divided into two parts, one part is used for forwarding information, and the power of the forwarded signal is assumed to be PR(ii) a Another part is consumed by the decoding circuit, assuming that the power consumed is PC;
For transmitting signals from transmittersDenotes that its average power is PS(ii) a The signal reaches the relay through a wireless channel, the channel gain is h, and a general interference signal i also reaches the relay; y isRIndicating relayed received signal, nRIs the relay antenna noise; the relay received signal is divided into two paths by the time switcher, the upper path signal is used for decoding and forwarding, the lower path signal is used for collecting energy and providing the size P for the forwarded signalRThe signal after the forward amplification power is amplified is xR(ii) a The signal arrives at the receiver via a radio channel with a channel gain g, the received signal being denoted yD(ii) a At the same time, receiver antenna noiseIs introduced;
in an interference environment, the signal-to-noise ratio of signals received by a relay and a receiver is influenced by a channel state, when the channel state is good, the signal-to-noise ratio of the received signals is high, otherwise, the signal-to-noise ratio of the signals is poor; moreover, with the continuous change of the interference, the signal-to-noise ratio of the signal also fluctuates; considering the channel gains h, g as mutually independent random variables and subject to the expectation of θhAnd thetagThe distribution of indices; the relay adopts a TS operation strategy, and at the moment, the relay has two working modes which are respectively defined as a Decoding Forwarding (DF) mode and an energy collecting (EH) mode; the relay judges the optimal working state of the relay according to h, I and g, wherein I is an interference power value; dividing the communication process into a plurality of time slots, and assuming that a relay acquires channel state information, namely h, I and g; when a time slot arrives, the relay determines to distribute the time slot to EH or DF by judging the channel state information;
considering the communication process from the transmitter to the relay, in a certain channel state, the received signal of the relay is represented as:
the signal to noise ratio is:
at this time, the instantaneous information rate is expressed as
The relay energy collects power of
PEH=η(hPS+I)
Wherein η is energy conversion efficiency, and for convenience, η is 1;
transmission with delay constraints taken into account, i.e. transmission rates lower thanThreshold value r0The communication interruption is caused by time, and the probability of interruption of the communication from the transmitter to the relay is expressed as:
defining the non-outage probability p1=1-pout,p1Then the expression is:
considering the communication process from the relay to the receiver, in a certain channel state, the receiver receives the signal:
in the formula, xRThe forwarded signal representing the relay, assuming the relay correctly decoded the information, thenThe signal-to-noise ratio of the received signal at the receiver is therefore:
at this point, the instantaneous information rate relayed to the receiver is expressed as:
also consider a threshold value of r0Delay limited transmission, non-interruption probability p of relaying to receiver2Is represented as follows:
taking h as a vertical axis and I as a horizontal axis, obtaining an h-I coordinate system, called a resource allocation coordinate system, and if the transmitter-to-relay transmission is required to be uninterrupted, h and I must satisfy:
simplifying to obtain:
order toMapping the condition that the transmission from a transmitter to a relay is not interrupted to an h-I coordinate system, wherein the information transmission in a non-interruption area is not interrupted, and the relay is supposed to work in a DF mode, so that the area is called as a DF area; in contrast, in h1The lower zone for information transmission causes an interruption, and therefore, h1The lower zone relay should operate in EH mode, and this zone is called EH zone; the energy collected by the relay is divided into two parts, and is expressed by the formula:
PEH=PC+PR
PEHfor collecting power, PCA fixed power consumed for the circuit, therefore, PRThe magnitude of (d) depends on the magnitude of the relay energy harvesting power; for relaying to the receiver, the uninterrupted communication needs to satisfy RRD≥r0I.e. byFor different channel states g, the relay needs different forwarding powers to ensure uninterrupted communication; it is necessary to partition a certain area from a decode-and-forward area for energy collection(ii) a Defining resource allocation lines h2Is a straight line perpendicular to the h-axis, and the intersection point of the straight line and the h-axis is (0, epsilon); h is2And h1The common upper region is divided for energy harvesting, h-axis, h1And h2The triangular areas which are formed together are used for decoding and forwarding; h is1The intersection point with the h axis isThe transmitter always transmits information to the relay, so the shaded triangular area cannot be 0, and the resource allocation line needs to be satisfiedI.e. the value range of epsilon is
2. the method for allocating SWIPT relay resources under general interference according to claim 1, wherein the step (4) specifically comprises:
step 1: setting a value interval [ a, b ] and precision e of the initialization epsilon;
step 2: solving section golden section point a1=a+(1-0.618)(b-a),a2=a+0.618(b-a);
And 3, step 3: if the probability of non-interruption pnon(a1)<pnon(a2) Jumping to the 4 th step, otherwise jumping to the 5 th step;
and 4, step 4: if a is2-a1E, stopping iteration and outputting an optimal solution x*=a1Outputting the maximum non-interrupt probabilityOtherwise, let a be a1,a1=a2,a2Jumping to step 3 as a +0.618 (b-a);
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