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Microwave Tunneling and Robust Information Transfer Based on Parity-Time-Symmetric Absorber-Emitter Pairs
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Zhicheng Xiao1, Younes Ra’di1, 2, Sergei Tretyakov3, Andrea Alù1, 2
Research. Vol 2019 Article ID 7108494
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Research. Vol 2019 Article ID 7108494
• Research Article •
Microwave Tunneling and Robust Information Transfer Based on Parity-Time-Symmetric Absorber-Emitter Pairs
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Zhicheng Xiao1, Younes Ra’di1, 2, Sergei Tretyakov3, Andrea Alù1, 2
Affiliations
  • 1Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX 78712, USA
  • 2Advanced Science Research Center, City University of New York, New York, NY 10031, USA
  • 3Department of Electronics and Nanoengineering, Aalto University, FI-00076 Aalto, Finland
About Author:

Authors’ Contributions

Y. R., S. T., and A. A. conceived the idea, Z. X. and Y. R. performed the simulation, Z. X. and Y. R. did the measurements, Z. X. contributed to the first draft of the paper, all the authors worked on the paper, and A. A. supervised and funded the research.

Published: 2019-11-20 doi: 10.34133/2019/7108494
Outline
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Robust signal transfer in the form of electromagnetic waves is of fundamental importance in modern technology, yet its operation is often challenged by unwanted modifications of the channel connecting transmitter and receiver. Parity-time- (PT-) symmetric systems, combining active and passive elements in a balanced form, provide an interesting route in this context. Here, we demonstrate a PT-symmetric microwave system operating in the extreme case in which the channel is shorted through a small reactance, which acts as a nearly impenetrable obstacle, and it is therefore expected to induce large reflections and poor transmission. After placing a gain element behind the obstacle, and a balanced lossy element in front of it, we observe full restoration of information and overall transparency to an external observer, despite the presence of the obstacle. Our theory, simulations, and experiments unambiguously demonstrate stable and robust wave tunneling and information transfer supported by PT symmetry, opening opportunities for efficient communication through channels with dynamic changes, active filtering, and active metamaterial technology.

Zhicheng Xiao, Younes Ra’di, Sergei Tretyakov, Andrea Alù. Microwave Tunneling and Robust Information Transfer Based on Parity-Time-Symmetric Absorber-Emitter Pairs[J]. Research, 2019 , 2019 (11) : 7108494 - . DOI: 10.34133/2019/7108494
Information transfer in the form of electromagnetic waves is ubiquitous in today’s world, from free space (wireless) to transmission line (guided) channels [1–5]. The channels connecting a transmitter and a receiver are typically time-varying and are affected by the presence of various obstacles. Therefore, the wave must tunnel through nonideal channels, with strong insertion loss. Resonant transmission, such as electron tunneling through quantum wells, resonant photon tunneling through optical barriers, and microwave tunneling through extremely squeezed or bent channels can address this issue to some extent, but typically with severe trade-offs in terms of bandwidth, sensitivity, and complexity, among others [6–9]. In most practical scenarios, dynamic and complex electromagnetic environments pose challenges to the system operation and make these solutions even more challenging. For instance, in applications where dynamic obstacles are inevitable, like communicating with biomedical implants such as artificial cardiac pacemakers [10] or interrogating embedded health sensors in civil infrastructures [11], engineers need to adaptively tune complex matching networks or the operational frequency to maximize the transmission efficiency. In extreme scenarios, the channel between a transmitter and a receiver may be completely blocked, which cannot be addressed by dynamically tuning the matching network. In such practical scenarios, transferring the signal over the channel may be impossible.
In a recent theoretical work [12], we showed that in such systems instead of transferring the input signal to the receiving port through a channel with dynamic changes, one can just transfer little information about the input signal during the transient and replicate the entire signal at the output port using this information based on a different form of signal tunneling driven by parity-time (PT) symmetry. Quite interestingly, in contrast to conventional solutions, in such a system, the input and output ports do not have to stay connected throughout the whole information transfer process.
Here, we experimentally prove that, by placing a shunt lossy element in the transmitting node before the obstacle and a judiciously designed gain element in the receiving node, forming a PT-symmetric conjugate pair [13–31], we can restore full transmission at the operational frequency, despite the presence of a nearly unitary reflective obstacle blocking the transmission channel. The obstacle in our experiment is modeled as a shorting element along a transmission line. The lossy element paired with the obstacle is designed to behave as a Salisbury screen absorber [32], while the gain element acts as a synchronized emitter operating as the time-reversed version of a Salisbury absorber. This PT-symmetric wave tunneling and information transfer system enables robust full-wave transmission through an otherwise impenetrable barrier.
PT-symmetric tunneling and robust information transfer are schematically sketched in Figure 1(a), where the signal is transported wirelessly via an air channel from a transmitting to a receiving antenna. When a reflective obstacle is inserted within the transmission channel, information transfer efficiency is expected to drop dramatically. To restore full-wave transmission, in this work, we add a gain element −Z0 behind the reflecting obstacle and a conjugate lossy element Z0 in front of it to form a PT-symmetric conjugate pair, where Z0 is the characteristic impedance of the transmission channel (see Figure 1(a)). As we show in the following, this combination can largely restore transmission through the channel, despite the presence of the largely reflective obstacle. In order to prove this principle, we model the wireless information transmission channel with a basic transmission line, as shown in Figure 1(b), and the highly reflective obstacle with a small inductor L0, close to a short and therefore highly reflective. Since we utilize the resonant tunneling feature of the PT-symmetric system, the transmission line is set at half-wavelength of the impinging wave. As a result, the loss element Z0, the first quarter-wavelength transmission channel, and the highly reflective obstacle behave like a Salisbury screen absorber. The obstacle and the second quarter-wavelength transmission channel, together with the gain element −Z0, work as a synchronized information transmitter, a time-reversed replica of a Salisbury absorber, which emits in sync with the absorbing portion. We show that in a steady state the whole PT-symmetric system works as a tunneling channel for impinging waves, mimicking a lossless, ideally transmitting channel.
To begin with, we analyze the resonant transmission mode and frequency of the PT-symmetric wave tunneling and information transfer system. We define the steady-state voltage on the transmitting node, obstacle, and receiving node as Vsource, Vobstacle, and Vload, which form the state vector ψ=Vsource Vobstacle VloadT. The characteristic equation reads PTψ=λψ, which supports even and odd eigenstates ψ+=1−11T and ψ−=10−1T and eigenvalues λ±=±1, where
(1)P=001010100
is the parity operator, T is the time reversal operator (equivalent to complex conjugation for a steady state), and T is the transpose operator. As we can infer from the above analysis, the obstacle is a short and contributes no phase delay at odd resonant tunneling states. Therefore, the total phase delay of the transmitted wave is ωT0/2=2k+1π with ω=2k+1ω0,k=0,1,2,3⋯, and ω0=2π/T0 being the resonant frequency of the fundamental standing mode. For the even scattering state, we sum up the phase delay on the transmission line and the inductor:
(2)−ωT04+2arctanZ02ωL0−ωT04=2kπ,
which can be simplified to the characteristic equation
(3)12αωω0−1=tanπ2ωω0,
where α=ω0L0/Z0 is the coupling strength between the Salisbury screen absorber and its conjugate emitter and Z0 is the characteristic impedance of the transmission line. The eigenequation of even standing modes is a transcendental equation, which requires a numerical evaluation. As α approaches zero, the circuit is shorted by the obstacle and the wave cannot tunnel through the system; as α approaches infinity, the load can be neglected and the even mode has the close-form solution ω=2kω0,k=0,1,2,3⋯. An alternative approach to find the resonant frequencies of the system is to employ the transfer matrix method and the generalized conservation law, with detailed calculations presented in the Supplementary Materials. The standing even/odd mode solutions ψ± explicitly show that the absorber and emitter exhibit identical amplitudes and 0/π phase difference, which is direct evidence of synchronized wave absorption at the input port and emission at the output port. We demonstrate the standing wave profile of this PT-symmetric absorber-emitter pair in Figure 1(c). The unusual standing mode profile, considering the presence of the reflective obstacle, is a direct manifestation of PT symmetry and Neumann boundary conditions at the ports. We also show the power transmission spectrum in Figure 1(d), which demonstrates full-wave tunneling at the resonant frequencies. The tunneling mechanism satisfies the generalized flux conservation law applicable to any two-port PT-symmetric network [33], which reads T−1=rLrReiϕL−ϕR+π, where T is the power transmission coefficient, rL and rR are the amplitude reflection coefficients on the left and right ports of the system, and ϕL and ϕR are the corresponding phases of the amplitude reflection coefficients. As a result, the system demonstrates superunitary power transmission inside the region bounded by any pair of even and odd tunneling eigenfrequencies. Note that, due to the presence of gain in the system, the transmission may go over unity at frequencies close to the tunneling frequency; however, the system remains stable.
To better understand the PT-symmetric wave tunneling, it is of interest to investigate the scattering properties at resonance and analyze the PT phase transition of the scattering state. Rigorous transfer matrix analysis enables us to express the scattering properties of even and odd resonant states of this two-port information transfer network as
(4)S±=0±1±1±2jαωω0−1,
where S+ and S− are scattering matrices of even and odd resonant modes, respectively, obeying the symmetry relation PS±∗ωPS±ω=I [29]. Wave tunneling happens at the resonant frequencies, and it is totally independent of the obstacle strength α or its type (inductive, capacitive, even resistive, or any combination of these) between the Salisbury absorber and the synchronized emitter, since the obstacle is effectively shorted in a steady state. This offers unique flexibility to maintain the transmissivity of the proposed system for arbitrary variations of the obstacle, ensuring stable operation. Even for dynamically varying obstacles, the system is capable of self-tuning to a stable full-transmission region (see Supplementary Materials).
The scattering matrix in the equation has two eigenvalues λ1,2=−j±αω/ω02−1/αω/ω0. At α=ω/ω0−1, these two eigenvalues coalesce, supporting a non-Hermitian degeneracy. This exceptional point (EP) separates the scattering system from its PT-symmetric phase when α>ω/ω0−1 and its broken PT-symmetric phase when α>ω/ω0−1. We substitute the eigenfrequencies of even and odd scattering states α<ω/ω0−1 into the expression α=ω/ω0−1 to find the EPs:
(5)αEPEven=π2arctan1/2+2kπ, k=0,1,2⋯,αEPOdd=12k+1, k=0,1,2⋯.
Depending on the reflectivity of the obstacle, i.e., how close to zero is its reactance, the resonant tunneling state can be in the exact PT symmetry phase with unitary eigenvalues λ1=λ2=1 or in the broken PT symmetry phase with λ1=1/λ2>1 [29]. The PT tunneling functionality is independent of the PT symmetry phase transition point. The stability analysis is presented in the Supplementary Materials, which shows inherent stability for any finite value of the obstacle reflectivity [0<α<∞].
Quite interestingly, the proposed system is robust even when the time delay on the transmission line is asymmetric (see the detailed discussion in the Supplementary Materials). As it was mentioned above, regardless of how small or large the inductive load is (i.e., how reflective the inductive load is), the structure will still fully retrieve the input signal at the output once it reaches a steady state. In fact, the obstacle can be inductive, capacitive, or even resistive, and yet the PT-symmetric setup will still recover the input signal at the output. In the general case of a finite-size obstacle, the 1-D transmission line model implemented here does not apply, because of scattering into the continuum of radiation. However, if the beamwidth of the input wave is smaller than the size of the obstacle and the obstacle does not scatter energy from its edges, scattering loss can be modeled as a small resistive load in our transmission line model and we still expect to efficiently recover the input signal at its output.
We experimentally demonstrate a robust proof-of-concept PT-symmetric microwave tunneling prototype (see Figures 2(a) and 2(b)). The gain unit is realized through a dispersive negative impedance converter (NIC) based on a noninverting feedback amplifier configuration (see Figure 2(a)). A compensating inductor Lc in series with the noninverting port realizes purely negative impedance −Z0 at the operational frequency. The dispersion relation of the NIC follows
(6)ZNICs=s+A0βωps+A0β−1ωpZF+sLc,
where A0 is the open-loop gain of the amplifier, ωp is the pole frequency of the amplifier, β=Rf/Rf+Rg is the feedback factor, ZF=2Z0 is the feedback resistor, and s is the complex frequency. We choose a compensating inductor Lc=3Z0/ω3dB and the operational frequency ω0=ω3dB/3, where ω3dB=A0ωp/2 is the 3 dB frequency of the closed-loop gain coefficient. The NIC dispersion is shown in Figure 2(c), showing a negative impedance −Z0 at the operational frequency ω0.
Our prototype is designed to work at the fundamental odd scattering state. We realize the transmission line through a π-type LC resonator to reduce the form factor (see Figure 2(a)), which offers unitary transmission as well as π/2 phase delay at resonant frequency to mimic a quarter-wavelength transmission line segment. The impedance is automatically matched at both transmitting and receiving nodes, as we choose L=Z0/ω0 and C=1/Z0/ω0. This compact design significantly reduces the form factor of our device from λ/2 to a deeply subwavelength scale λ/50. The fabricated device is shown in Figure 2(b), with a size of approximately 2 cm by 2 cm.
We confirm our theoretical analysis with a cosimulation between ADS and the Modelithics package, which shows excellent PT-symmetric tunneling at 48.7 MHz. The scattering properties are demonstrated in Figure 2(d) with a tunneling point of -0.01 dB transmission and -28.8 dB reflection. Finally, we confirm the PT symmetry of our designed circuit by graphing the spectral properties of the eigenvalues of the scattering matrix in Figure 2(e). With the coupling coefficient α=0.13, the eigenvalues demonstrate unitary property λ1=1/λ2 at ω0, which is a typical hallmark of PT symmetry in the broken symmetry phase. No other PT symmetry point is found in the full spectra.
To better understand how this PT-symmetric wave tunneling circuit works, we plot the temporal response at the source, obstacle, and load nodes in Figures 2(f)–2(h). We place a microwave generator Vg=sinω0t with internal impedance Z0 in the source node. The voltage at this port initially experiences a small reflection and then rapidly reaches a steady state Vsource=1/2sinω0t, indicating that the impinging wave is fully absorbed by the shunt resistor Z0. The obstacle node demonstrates a purely decaying response, confirming our previous steady-state analysis in the ideal PT-symmetric configuration Vobstacle=0. The load port is essentially an emitter, and it demonstrates an exponentially growing trend towards a steady state Vload=−1/2sinω0t. Since it operates at the fundamental odd resonant tunneling state, the emitted wave has a π phase shift with respect to the impinging wave.
Apart from the PT-symmetric full-wave tunneling functionality, our design is stable and robust to parameter detuning and reasonable fabrication errors [34–36]. More interestingly, our system can self-tune to the stable region even if the obstacle dynamically changes in time (see Supplementary Materials). To study the stability issue, it is important to investigate the voltages at the source, obstacle, and load in the complex frequency domain. Application of Kirchhoff’s current and voltage laws leads to a set of linear equations:
(7)2+sω0+sω0−1−sω0−10sω0−1−2sω0−1+1αsω0−1sω0−10sω0−1−sω0−sω0−1−Z0ZNICV~sourcesV~obstaclesV~loads=V~gs00,
where V~gs is the voltage of the microwave generator and V~sources, V~obstacles, and V~loads are the complex voltages on the source, obstacle, and load nodes, respectively. Here, we define the transfer function as the voltage ratio between the load and generator: H~s=V~loads/V~gs (see the detailed expression in Materials and Methods). To maintain a stable operation, the impulse response should have a finite energy, which is equivalent to requiring that all the poles of the transfer function lie on the left hemi-Riemann sphere [36]. Equation (7) indicates that the relative pole locations only depend on the strength of the obstacle. As α approaches to zero, the transfer function turns to zero and it is meaningless to study the stability issue. As α goes to infinity, the emitter is directly connected with the absorber, creating a marginally stable point on the north pole (see Figure 3(a)). In this scenario, any small perturbation in the system will move the marginally stable point and transform it into eight poles on the right hemi-Riemann sphere. Numerical computation indicates that our circuit operates robustly as the coupling strength varies between 0.1 and 0.3. As our realistic design involves both dispersive negative feedback and a π-type transmission line, they place a more stringent condition on stability compared with the ideal model where the stable condition is 0<α<∞. In our fabricated prototype, we carefully choose α=0.13 to ensure a stable operation within expected fabrication imperfections. Figure 3 demonstrates the pole distributions as well as the impulse response of our design. There are eight poles on the left hemi-Riemann sphere when α=0.13, indicating that our fabricated prototype is stable. To further confirm the robustness of our implemented prototype, we study the influence of feedback factor β and feedback resistor ZF perturbation on the pole distribution and impulse responses in Materials and Methods.
Figures 4(a) and 4(b) show the experimentally measured and theoretically calculated forward transmission spectrum and phase. A PT-symmetric unitary transmission was observed at 44.8 MHz with a 180-degree phase, which agrees with our simulation. Meanwhile, the reflection is fully suppressed at this point, as shown in Figures 4(c) and 4(d). The experimental reflection phase at resonance is essentially undefined due to the zero amplitude, causing fast oscillations around the resonance, as shown in Figure 4(d). It is worth mentioning that at resonance, the experimental backward reflection amplitude S22 is 15 dB and the phase ArgS22 is -90 degrees, confirming that our PT-symmetric system has asymmetric reflections and satisfies the generalized conservation law. Since the system is linear and time-invariant, reciprocity is satisfied and the transmission coefficients in forward and backward directions are identical. The observed tunneling frequency is smaller than the simulation results, which may stem from fabrication errors where the inductance or capacitance values in the transmission line are smaller than the designed ones. The scattering parameters in a narrower or wider spectrum are demonstrated in the extended data figure section in the Supplementary Materials (Figs. S3 and S4). In the extended Fig. S5, we show the linearity of our tunneling circuit, which demonstrates an excellent linear relation between input and output power at tunneling frequency. This graph clearly shows that although at the steady state, the output is completely disconnected from the input (since the inductive load is fully shorted), the output can still linearly follow the input. In other words, if after reaching the steady state, any change happens to the input signal, the system goes into the transient regime for a very short period of time, during which the information of the input signal is communicated towards the output port and then the output reaches the steady state again and fully replicates the input signal.
In conclusion, we have demonstrated microwave tunneling and information transfer through a PT-symmetric absorber-emitter pair. Our study represents a landmark towards realistic implementation of information transfer systems with extreme robustness, able to tunnel the input signal through otherwise impenetrable obstacles with large robustness, and it shows promises to spawn a series of applications. For instance, our loss-neutral-gain arrangement exhibits a third-order exceptional point in the bound state. By properly designing the system at this higher-order exceptional point, the eigenfrequency splitting of the corresponding Hamiltonian matrix shows enhanced high sensitivity proportional to the cubic root of the perturbation strength on the system, which is very favorable to design ultrasensitive microsensors. Meanwhile, this prototype can be used as a bandpass active filter which allows for simultaneous narrowband signal filtering and amplification. Furthermore, our design provides relevant insights into realization of active cloaking devices and active metasurfaces which exhibit unique properties not available in passive counterparts. In summary, the design strategies and stability analysis in this work pave the way towards future realizations of PT-symmetric functionalities in optics and microwave regimes. Considering the extensive connections between electromagnetic, mechanic, and matter waves, our study can also spur practical applications of PT symmetry in these other fields of research.
The design of the circuit and fabricated prototype is shown in Figures 2(a) and 2(b). In the NIC part, we use the amplifier OPA 355-Q1 from Texas Instruments. This amplifier has a 200 MHz gain bandwidth product, with an open-loop gain A0=105 and pole frequency ωp=2π×2000 Hz. The effective impedance of the NIC in the Fourier domain can be easily inferred from Equation (6) by replacing complex frequency s with physical frequency jω:
(8)ZNIC=ZFω2+A0ωp2ββ−1ω2+A0β−1ωp2+j−ωA0ωpZFω2+A0β−1ωp2+ωLc.
To have purely negative impedance −Z0, the real part of the above equation should be −Z0 and the imaginary part of the effective impedance should be 0. Then, we have the following operational conditions:
(9)ω=A0ωp1−βZFβ−Z01−βZF+Z0,(10)Lc=ZF+Z01−βA0ωp,
where Z0=50 Ω, ZF=100 Ω, β=Rf/Rf+Rg=0.5, and Rf=Rg=560 Ω. Here, the feedback resistor ZF is chosen as 2Z0 due to the dispersion of the one-pole model amplifier. We substitute these values into Equation (9) and get the operational frequency f=ω/2π=57.74 MHz of the negative impedance converter and the compensating inductor Lc=238.7 nH. In circuit simulation, we use two inductors with inductance value 120 nH. Then, we cosimulate our circuit with ADS and Modelithics to check the effective negative impedance. Our simulations demonstrate a −50.9  Ω negative impedance at 50.2 MHz. The shift of the design frequency can be contributed to the parasitic effect and possible high-order poles in the amplifier. The inductor L=150 nH and capacitor C=68 pF in the transmission line are chosen to match both the operational frequency of NIC and the characteristic impedance of the port. The reflective obstacle is modeled as an inductor L0=20 nH, leading to a coupling factor α=0.13 and ensuring robust operation of the system.
The circuit is fabricated on a 0.062-inch-thick FR-4 substrate with relative permittivity 4.4 and dissipation factor 0.017. The following components are surface mounted on the PCB board: (1) characteristic impedance Z0 from KOA Speer with part number RK73B1ETTP510J; (2) feedback resistor ZF from KOA Speer with part number RK73B1ETTP910J; (3) feedback resistor Rf from KOS Speer with part number RK73B1ETTP561J; (4) two variable resistors from Bourns Inc. with part numbers 3223W-1-101ETR-ND and 3223W-1-200ETR-ND; (5) capacitor in the resonator from Murata Inc. with part number GRM1552C2A680GA01#; (6) inductors from Coilcraft with part numbers 0402HPHR15X, 0402CS20N, and 0402CS12X; (7) amplifier from Texas Instruments with part number OPA355QDBVRQ1; and (8) port connectors from Amphenol with part number 132322.
A linear, time-invariant, causal circuit is stable if and only if the impulse response is absolutely integrable, which means
(11)∫0∞Htdt=finite,
where Ht=∑n=0∞cnepnt is the impulse response, pn is the nth pole of the transfer function Hs=∑n=0∞cn/s−pn, cn is the amplitude coefficient of each Laplace component [36]. Therefore, to operate in the stable region, all the real parts of the poles must be negative:
(12)∀n,Repn<0,
which is the stability condition of a linear, causal, and time-invariant circuit.
In our circuit, we assume that the system is excited with a power source Vg which has an internal impedance Z0. The transfer function H~s can be defined as the ratio between V~loads and V~gs. According to Kirchhoff’s current and voltage laws, we express currents and voltages in the Laplace domain:
(13)I1=V~source1Z0+sC+I2,I2=V~obstacle2sC+1sL0+I3,I3=V~loadsC+1Z0+1ZNIC, V~g−V~source=I1Z0, V~source−V~obstacle=I2sL, V~obstacle−V~load=I3sL,
where ZNIC=2Z0s+3ω0/s−3ω0+3s/2ω0. We solve the above linear equation set and get the transfer function:
(14)H~s=sω0α23−sω0+3sω0223+53α+1−1sω0+73−2−2αsω02+83−2−4α+233αsω03+63−2−8α+243αsω04+33−1−6α+223αsω05+3−4α+143αsω06+63α−2αsω07+23αsω08−1.
Simple numerical calculation is employed to solve the pole locations of the above transfer function. Our calculation indicates that for stable operation of the PT-symmetric circuit, the coupling coefficient must meet the following condition:
(15)0.1<α<0.3.
To verify the robustness of our PT-symmetric wave tunneling circuit, we investigate the influence of parameter detuning on pole locations. Extended data Fig. S1 demonstrates pole locations with feedback factor detuning and feedback resistance detuning, which shows excellent stability under reasonable perturbation.
It is also equally important to investigate the impulse response and confirm the stability of our PT-symmetric system in the time domain. We substitute the solutions of the poles into the following equation of impulse response:
(16)Ht=∑n=1∞ResestHsn,
where “Res” means the residue of a complex function. Extended data Fig. S2 in the supplementary document demonstrates the impulse responses with parameter detuning, which shows that the impulse response has a finite energy and evolves in a stable fashion in the time domain. Both frequency and time domain analyses prove that our system is immune from reasonable unwanted perturbation and fabrication error and maintains stable operation. It is important to note that the stability issue inherently relies on the measurement circuit (where the generator, source, and load impedance are included), rather than the isolated PT-symmetric tunneling system.
The scattering properties of our device are measured with the Agilent Technologies network analyzer with part number E5071C, which can analyze S parameters from 9 kHz to 8.5 GHz with great precision. One of the DC bias ports of the amplifier is grounded, and the other port is supplied with a 1.3 V DC voltage. The source is from Agilent Technologies with part number E3631A. When the measurement range is from 20 MHz to 80 MHz, the step size of the excitation signal is 0.0375 MHz.
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Year 2019 volume 2019 Issue 11
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Article Info
doi: 10.34133/2019/7108494
  • Receive Date:2019-09-27
  • Online Date:2026-10-27
  • Published:2019-11-20
Article Data
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History
  • Received:2019-09-27
  • Accepted:2019-11-07
Funding
Air Force Office of Scientific Research
Office of Naval Research
National Science Foundation
Affiliations
    1Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX 78712, USA
    2Advanced Science Research Center, City University of New York, New York, NY 10031, USA
    3Department of Electronics and Nanoengineering, Aalto University, FI-00076 Aalto, Finland
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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