4
SIGNAL ENHANCEMENT IN MEM RESONANT SENSORS USING PARAMETRIC SUPPRESSION James M. L. Miller, Nicholas E. Bousse, Dongsuk D. Shin, Hyun-Keun Kwon, and Thomas W. Kenny Department of Mechanical Engineering, Stanford University, Stanford, California, USA ABSTRACT We use parametric suppression for signal amplifi- cation in a phase-modulated microelectromechanical (MEM) charge detector. Simultaneously driving and parametrically pumping a MEM resonator with the ap- propriate relative phase increases the phase slope near the resonant frequency. We use this to increase the sensitivity of a MEM electrometer more than tenfold. KEYWORDS parametric amplification, electrometer, MEM res- onator, perturbation theory, phase modulation INTRODUCTION Parametric enhancement is widely used for signal amplification of MEM resonant sensors, such as atomic force microscopes (AFMs) [1, 2, 3, 4], gyroscopes [5, 6, 7, 8], and magnetometers [9]. MEM resonators are of- ten parametrically pumped by modulating the spring constant of a mode at twice its natural vibration fre- quency. Parametric pumping is phase-dependent, in contrast with mechanical pumping and the other phase- independent pumping strategies [10, 11, 12]. A para- metric pump amplifies one quadrature of motion, while suppressing the other quadrature. This can be used to amplify signals in an amplitude-modulated (AM) con- figuration, provided that the signal frequency is close to the resonant frequency and the signal is in-phase with the pump [9]. The AM parametric enhancement strategy will amplify signals with minimal added noise and can improve the signal-to-noise ratio (SNR) of the measurement until the output signal is dominated by the thermomechanical noise, saturating at a thermo- mechanical SNR improvement of 2 at the onset of parametric oscillations [1, 9]. We demonstrate an alternate strategy for using para- metric pumping to amplify signals in resonant sensors: phase-modulated (PM) parametric suppression. The resonator phase lag behind an external drive signal has a frequency-dependence that can be measured to infer shifts in the resonant frequency. This sensing strategy works by applying a drive signal of constant amplitude and frequency at resonance, and measuring the signal of interest via the phase shift that accompanies the corresponding resonant frequency shift [13]. Paramet- ric enhancement increases the vibration amplitude but makes the phase slope less steep than the case with- out pumping, as is shown in Fig. 1. This contrasts with phase-independent feedback, where the increase in vibration amplitude is accompanied by an increase in phase slope [14, 15]. Parametric suppression makes the phase slope at resonance more steep than the case -50 -25 0 25 50 ω/ω 0 1 (ppm) 10 0 10 1 10 2 X(ω)/X 0 0.00 0.30 0.60 0.80 0.96 0.99 (a) -50 -25 0 25 50 ω/ω 0 1 (ppm) -150 -120 -90 -60 -30 φ () 0.00 0.30 0.60 0.80 0.96 0.99 (b) Increasing pump Figure 1: (a) Amplitude and (b) phase of a driven me- chanical mode subjected to parametric enhancement, corresponding to ψ = -π/4 in Eq. 1. The legend specifies the normalized pump values, λ/λ thresh , where λ thresh is the parametric resonance threshold. The dashed line corresponds to the λ =0 solution in Eqs. 2 and 3. The amplitude curves are normalized to the response in Eq. 2 at resonance, X 0 . without pumping, as is shown in Fig. 2, so a PM res- onant sensor will experience a larger shift in phase for the same shift in resonant frequency. While parametric suppression is clearly unsuitable for signal amplifica- tion in AM resonant sensors, it will amplify signals in sensing topologies that detect signals via a shift in the resonant frequency. We illustrate this amplification strategy by using parametric suppression to improve the signal of a PM resonant charge detector. MODEL The dynamics of a single degree-of-freedom reso- nant system subjected to a direct drive and a para- metric pump can be represented by: ¨ x + γ ˙ x + ω 2 0 x + λ cos(2ωt)x = f cos(ωt + ψ), (1) 978-1-5386-8104-6/19/$31.00 ©2019 IEEE 881 T3P.008 Transducers 2019 - EUROSENSORS XXXIII Berlin, GERMANY, 23-27 June 2019

SIGNAL ENHANCEMENT IN MEM RESONANT SENSORS …micromachine.stanford.edu/publications/298_Miller_2019.pdfA mechanical resonator can be used to measure an external signal, such as a

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  • SIGNAL ENHANCEMENT IN MEM RESONANT SENSORS USINGPARAMETRIC SUPPRESSION

    James M. L. Miller, Nicholas E. Bousse, Dongsuk D. Shin, Hyun-Keun Kwon,and Thomas W. Kenny

    Department of Mechanical Engineering, Stanford University, Stanford, California, USA

    ABSTRACTWe use parametric suppression for signal amplifi-

    cation in a phase-modulated microelectromechanical(MEM) charge detector. Simultaneously driving andparametrically pumping a MEM resonator with the ap-propriate relative phase increases the phase slope nearthe resonant frequency. We use this to increase thesensitivity of a MEM electrometer more than tenfold.

    KEYWORDSparametric amplification, electrometer, MEM res-

    onator, perturbation theory, phase modulation

    INTRODUCTIONParametric enhancement is widely used for signal

    amplification of MEM resonant sensors, such as atomicforce microscopes (AFMs) [1, 2, 3, 4], gyroscopes [5, 6,7, 8], and magnetometers [9]. MEM resonators are of-ten parametrically pumped by modulating the springconstant of a mode at twice its natural vibration fre-quency. Parametric pumping is phase-dependent, incontrast with mechanical pumping and the other phase-independent pumping strategies [10, 11, 12]. A para-metric pump amplifies one quadrature of motion, whilesuppressing the other quadrature. This can be used toamplify signals in an amplitude-modulated (AM) con-figuration, provided that the signal frequency is closeto the resonant frequency and the signal is in-phasewith the pump [9]. The AM parametric enhancementstrategy will amplify signals with minimal added noiseand can improve the signal-to-noise ratio (SNR) of themeasurement until the output signal is dominated bythe thermomechanical noise, saturating at a thermo-mechanical SNR improvement of

    √2 at the onset of

    parametric oscillations [1, 9].We demonstrate an alternate strategy for using para-

    metric pumping to amplify signals in resonant sensors:phase-modulated (PM) parametric suppression. Theresonator phase lag behind an external drive signal hasa frequency-dependence that can be measured to infershifts in the resonant frequency. This sensing strategyworks by applying a drive signal of constant amplitudeand frequency at resonance, and measuring the signalof interest via the phase shift that accompanies thecorresponding resonant frequency shift [13]. Paramet-ric enhancement increases the vibration amplitude butmakes the phase slope less steep than the case with-out pumping, as is shown in Fig. 1. This contrastswith phase-independent feedback, where the increasein vibration amplitude is accompanied by an increasein phase slope [14, 15]. Parametric suppression makesthe phase slope at resonance more steep than the case

    -50 -25 0 25 50

    ω/ω0 − 1 (ppm)

    100

    101

    102

    X(ω

    )/X

    0

    0.000.300.600.800.960.99

    (a)

    -50 -25 0 25 50

    ω/ω0 − 1 (ppm)

    -150

    -120

    -90

    -60

    -30φ(◦)

    0.000.300.600.800.960.99

    (b)

    Increasing pump

    1

    Figure 1: (a) Amplitude and (b) phase of a driven me-chanical mode subjected to parametric enhancement,corresponding to ψ = −π/4 in Eq. 1. The legendspecifies the normalized pump values, λ/λthresh, whereλthresh is the parametric resonance threshold. Thedashed line corresponds to the λ = 0 solution in Eqs.2 and 3. The amplitude curves are normalized to theresponse in Eq. 2 at resonance, X0.

    without pumping, as is shown in Fig. 2, so a PM res-onant sensor will experience a larger shift in phase forthe same shift in resonant frequency. While parametricsuppression is clearly unsuitable for signal amplifica-tion in AM resonant sensors, it will amplify signals insensing topologies that detect signals via a shift in theresonant frequency. We illustrate this amplificationstrategy by using parametric suppression to improvethe signal of a PM resonant charge detector.

    MODELThe dynamics of a single degree-of-freedom reso-

    nant system subjected to a direct drive and a para-metric pump can be represented by:

    ẍ+ γẋ+ ω20x+ λ cos(2ωt)x = f cos(ωt+ ψ), (1)

    978-1-5386-8104-6/19/$31.00 ©2019 IEEE 881

    T3P.008

    Transducers 2019 - EUROSENSORS XXXIIIBerlin, GERMANY, 23-27 June 2019

  • where x is the displacement, ω0 =√k/m is the natural

    frequency, γ = ω0/Q is the damping rate, λ is theparametric pump strength, f is the direct drive force,ψ is the relative phase between the direct drive andthe parametric pump, k is the spring constant, m isthe effective mass, and Q is the inverse measure ofdissipation known as the quality factor. The drivensystem without a pump (λ = 0) has a closed-formsolution for the amplitude (X) and phase (φ) of theresponse:

    X(ω) =f√

    (ω20 − ω2)2 + ω20γ2, (2)

    φ(ω) = tan

    (γω

    ω2 − ω20

    ). (3)

    To derive the response in the presence of a para-metric pump, we first decompose the system responseinto two slowly-varying quadratures, a(t) and b(t):

    x(t) = a(t) cos(ωt) + b(t) sin(ωt), (4)

    which must satisfy the following equation of constraint:

    0 = ȧ(t) cos(ωt) + ḃ(t) sin(ωt). (5)

    We use the method of averaging to obtain the equa-tions for a(t) and b(t), accurate to first order [16, 17]:

    ȧ = −ωb2− γa

    2+ω20b

    2ω− λb

    4ω+f sin(ψ)

    2ω, (6)

    ḃ =ωa

    2− γb

    2− ω

    20a

    2ω− λa

    4ω+f cos(ψ)

    2ω, (7)

    The steady-state response can be obtained by settingȧ = 0 and ḃ = 0 in Eqs. 6 and 7, and numericallysolving for a(ω) and b(ω) for a given resonant fre-quency, damping rate, pump strength, drive strength,and phase between the pump and drive. The twoquadratures can finally be converted to an amplitudeand phase using X = a2 + b2 and tan(φ) = b/a.

    Figures 1 and 2 plot the solutions to Eqs. 6 and7 for increasing values of λ and a relative phase thatyields maximum parametric enhancement (ψ = −π/4)and maximum parametric suppression (ψ = π/4), re-spectively. Beyond the onset of parametric resonance,λthresh, the quadrature of motion in-phase with thepump parametrically resonates, and additional nonlin-earities must be incorporated into Eq. 1 to bound theresponse [18, 19]. Fig. 2(b) shows that for parametricsuppression, the change in phase for a small change infrequency near the resonant frequency can be amplifiedwith increasing pump strength.

    EXPERIMENT AND DISCUSSIONWe use parametric suppression for signal amplifi-

    cation in the MEM torsional electrometer depicted inFig. 3. Micromechanical electrometers have reachedsingle electron sensitivities, exceeding the sensitivitiesof commercial charge detectors by several orders ofmagnitude [20, 21, 22]. Our electrometer is fabricated

    -50 -25 0 25 50

    ω/ω0 − 1 (ppm)

    0

    1

    2

    3

    4

    X(ω

    )/X

    0

    0.000.300.600.800.960.99

    (a)

    -50 -25 0 25 50

    ω/ω0 − 1 (ppm)

    -180

    -150

    -120

    -90

    -60

    -30

    0

    φ(◦)

    0.000.300.600.800.960.99

    (b)

    Increasing pump

    1

    Figure 2: (a) Amplitude and (b) phase of a drivenmechanical mode subjected to parametric suppression.

    within a wafer-scale encapsulation process that pro-duces high-Q devices in a hermetic vacuum-sealed en-vironment [23]. The device is anchored at two points,and resonates via a torsional mode that modifies thecapacitance to the sense electrodes. When a bias volt-age is applied between the vibrating element and thesense electrodes, this induces a motional current thatcan be amplified to measure the displacement. A se-ries of internal electrodes are etched out of the vibrat-ing element to increase the sensitivity of the capacitivereadout. We use two sets of these internal electrodesto differentially transduce the motional current. Thisenables us to easily resolve the thermomechanical dis-placement noise in Fig. 4 using a bias voltage of only4 V, comparable to the available voltages in handheldconsumer electronic devices.

    A mechanical resonator can be used to measurean external signal, such as a nearby distribution ofcharges, via a change in the resonant frequency of oneof its mechanical modes. In our device, as the voltagedifference between the top left electrode and suspendedelement increases, the resonant frequency decreases viaelectrostatic softening. This is demonstrated in Fig.4, showing that the peak thermomechanical noise fre-quency decreases with increasing voltage difference.

    The device responses in Fig. 5 confirm the modelplotted in Figs. 1 and 2. We use the top right electrodeto sweep an external constant drive across resonancewhile simultaneously applying a parametric pump of

    882

  • Vd + Vp

    TIA +-

    A VoutVb

    TIAB

    Vs

    1

    Figure 3: The schematic of the fabricated resonator.The biased device is forced and pumped with the topright electrode, and differentially sensed via two tran-simpedance amplifiers (TIAs) using the bottom left andright electrodes. A square wave voltage is applied to thetop left electrode to slowly vary the spring constant.

    73.08 73.09 73.1 73.11 73.12

    ω (2π kHz)

    5

    10

    15

    20

    25

    30

    35

    ASD

    (µV

    Hz−

    1/2)

    Vs-V

    b=0 V

    Vs-V

    b=5 V

    Vs-V

    b=8 V

    1

    Figure 4: The thermomechanical noise amplitude spec-tral density (ASD) with varying electrode bias.

    increasing amplitude at twice the drive frequency. InFig. 5(a-b), the pump is in-phase with the drivenquadrature of motion, so increasing the pump strengthincreases the amplitude but reduces the phase slope.In Fig. 5(c-d), the pump is orthogonal to the drivequadrature, which suppresses the amplitude at reso-nance while increasing the phase slope.

    We employ parametric suppression to increase de-vice charge sensitivity via the slope detection tech-nique [13]. We measure ω0(t0) of the torsional modeby grounding the top left electrode, and then applyto the top right electrode a drive and pump at ω0(t0)and 2ω0(t0), respectively. Changes in the top left elec-trode voltage will now shift the resonant frequency toa new value, ω0(t), which in turn shifts the phase lagof the displacement behind the drive. In Fig. 6, we ap-ply a square wave voltage to the top left electrode tomodulate ω0(t) at well below the resonant frequency;this is the signal of interest. In Fig. 6(a), increas-ing the parametric enhancement causes the phase sig-

    0 25 50 75 100 125

    ω − ω0 (2π Hz)

    100

    101

    102

    Vou

    t(m

    V)

    (a)

    0 mV20 mV

    30 mV

    34 mV

    0 25 50 75 100125

    ω − ω0 (2π Hz)

    -150

    -100

    -50

    0

    φ(◦)

    (b)

    0 25 50 75 100 125

    ω − ω0 (2π Hz)

    101

    102

    Vou

    t(m

    V)

    (c)

    0 mV 20 mV30 mV

    34 mV

    0 25 50 75 100125

    ω − ω0 (2π Hz)

    -150

    -100

    -50

    0

    φ(◦)

    (d)

    1

    Figure 5: (a, c) The amplitude-frequency curves forparametric enhancement and suppression, respectively,showing an increase (decrease) in the amplitude at res-onance with increasing pump strength. (b, d) Thephase-frequency curves, showing a decrease (increase)in phase-slope with increasing pump. The curves areeach shifted forward by 10 Hz to better illustrate thedynamics with pumping.

    0 2 4 6 8 10 12

    Time (s)

    -92

    -91

    -90

    -89

    -88

    φ(◦)

    (a)

    0 2 4 6 8 10 12

    Time (s)

    -100

    -90

    -80

    -70

    φ(◦)

    (b)

    1

    Figure 6: Charge detection using a drive (at ω0) andpump (at 2ω0) applied to the top right electrode anda 50 mV amplitude, 300 mHz frequency square wavevoltage applied to the top left electrode. The pumpamplitudes (in order of increasing shading) are 0 mV,20 mV, and 30 mV. Parametric oscillations occur atapproximately 31 mV. Increasing parametric (a) en-hancement, and (b) suppression reduces (increases) thephase amplitude for a given square wave amplitude.

    nal to decrease, even though the amplitude at reso-nance increases. In Fig. 6(b), increasing the para-metric suppression causes the phase signal to increase,even though the amplitude at resonance decreases. Atpump amplitudes near threshold, the sensitivity is in-creased tenfold while the sensor bandwidth decreasesbelow the charge modulation rate.

    Parametric suppression can be leveraged to am-plify the response of PM sensors that detect signalsvia a shift in the resonant frequency, such as AFMs,electrometers, and mass sensors. However, parametricsuppression will simultaneously amplify the intrinsicfrequency noise [24]. The SNR will saturate once theerror in the phase detection is negligible compared tothe amplified intrinsic frequency noise.

    AcknowledgmentsFabrication was performed in the nano@Stanford

    labs, which are supported by the National Science Foun-dation (NSF) as part of the National Nanotechnol-ogy Coordinated Infrastructure under award ECCS-

    883

  • 1542152, with support from the Defense Advanced Re-search Projects Agency Precise Robust Inertial Guid-ance for Munitions (PRIGM) Program, managed byRon Polcawich and Robert Lutwak. J.M.L.M. is sup-ported by the National Defense Science and Engineer-ing Graduate (NDSEG) Fellowship and the E.K. Pot-ter Stanford Graduate Fellowship. J.M.L.M. is grate-ful to Guillermo Villanueva, Steven Shaw, and DanielRugar for helpful discussions.

    REFERENCES

    [1] D. Rugar and P. Grütter, “Mechanical parametricamplification and thermomechanical noise squeez-ing,” Phys. Rev. Lett., vol. 67, pp. 699–702, 1991.

    [2] K. L. Turner, S. A. Miller, P. G. Hartwell, N. C.MacDonald, S. H. Strogatz, and S. G. Adams,“Five parametric resonances in a microelectrome-chanical system,” Nature, vol. 396, p. 149, 1998.

    [3] G. Prakash, A. Raman, J. Rhoads, and R. G.Reifenberger, “Parametric noise squeezing andparametric resonance of microcantilevers in airand liquid environments,” Rev. Sci. Instrum.,vol. 83, p. 065109, 2012.

    [4] D. I. Caruntu, I. Martinez, and M. W. Knecht,“Parametric resonance voltage response of elec-trostatically actuated micro-electro-mechanicalsystems cantilever resonators,” J. Sound Vib.,vol. 362, pp. 203–213, 2016.

    [5] Z. X. Hu, B. J. Gallacher, J. S. Burdess, C. P.Fell, and K. Townsend, “A parametrically ampli-fied MEMS rate gyroscope,” Sens. Actuators A,vol. 167, no. 2, pp. 249–260, 2011.

    [6] S. H. Nitzan, V. Zega, M. Li, C. H. Ahn,A. Corigliano, T. W. Kenny, and D. A. Hors-ley, “Self-induced parametric amplification arisingfrom nonlinear elastic coupling in a micromechan-ical resonating disk gyroscope,” Sci. Rep., vol. 5,p. 9036, 2015.

    [7] D. Senkal, E. J. Ng, V. Hong, Y. Yang, C. H.Ahn, T. W. Kenny, and A. M. Shkel, “Parametricdrive of a toroidal mems rate integrating gyro-scope demonstrating < 20 ppm scale factor sta-bility,” in 28th IEEE Int. Conf. Microelectromech.Syst., pp. 29–32, 2015.

    [8] M. Song, B. Zhou, Z. Chen, H. Wang, T. Zhang,and R. Zhang, “Parametric drive MEMS res-onator with closed-loop vibration control at ambi-ent pressure,” in IEEE Int. Symp. Inertial Sens.Syst., pp. 85–88, 2016.

    [9] M. J. Thompson and D. A. Horsley, “Parametri-cally amplified z-axis Lorentz force magnetome-ter,” J. Microelectromech. Syst., vol. 20, pp. 702–710, 2011.

    [10] A. Olkhovets, D. Carr, J. Parpia, and H. Craig-head, “Non-degenerate nanomechanical paramet-ric amplifier,” in 14th IEEE Int. Conf. Microelec-tromech. Syst., pp. 298–300, 2001.

    [11] M. Napoli, W. Zhang, K. Turner, and B. Bamieh,“Dynamics of mechanically and electrostati-

    cally coupled microcantilevers,” in 12th IEEEInt. Conf. Solid-State Sens. Actuators Microsyst.(Transducers), vol. 2, pp. 1088–1091, 2003.

    [12] J. M. L. Miller, A. Ansari, D. B. Heinz, Y. Chen,I. B. Flader, D. D. Shin, L. G. Villanueva,and T. W. Kenny, “Effective quality factor tun-ing mechanisms in micromechanical resonators,”Appl. Phys. Rev., vol. 5, p. 041307, 2018.

    [13] T. R. Albrecht, P. Grütter, D. Horne, and D. Ru-gar, “Frequency modulation detection using high-Q cantilevers for enhanced force microscope sensi-tivity,” J. Appl. Phys., vol. 69, no. 2, pp. 668–673,1991.

    [14] J. Tamayo, A. D. L. Humphris, R. J. Owen, andM. J. Miles, “High-Q dynamic force microscopy inliquid and its application to living cells,” Biophys.J., vol. 81, no. 1, pp. 526–537, 2001.

    [15] J. M. L. Miller, H. Zhu, D. B. Heinz, Y. Chen,I. B. Flader, D. D. Shin, J. E.-Y. Lee, and T. W.Kenny, “Thermal-piezoresistive tuning of the ef-fective quality factor of a micromechanical res-onator,” Phys. Rev. Applied, vol. 10, p. 044055,2018.

    [16] A. H. Nayfeh and D. T. Mook, Nonlinear oscillat-ions. John Wiley & Sons, 2008.

    [17] M. V. Requa and K. L. Turner, “Electromechan-ically driven and sensed parametric resonancein silicon microcantilevers,” Appl. Phys. Lett.,vol. 88, p. 263508, 2006.

    [18] J. F. Rhoads and S. W. Shaw, “The impactof nonlinearity on degenerate parametric ampli-fiers,” Appl. Phys. Lett., vol. 96, p. 234101, 2010.

    [19] Z. R. Lin, Y. Nakamura, and M. I. Dykman,“Critical fluctuations and the rates of interstateswitching near the excitation threshold of a quan-tum parametric oscillator,” Phys. Rev. E, vol. 92,p. 022105, 2015.

    [20] A. N. Cleland and M. L. Roukes, “A nanometre-scale mechanical electrometer,” Nature, vol. 392,no. 6672, p. 160, 1998.

    [21] P. S. Riehl, K. L. Scott, R. S. Muller, R. T. Howe,and J. A. Yasaitis, “Electrostatic charge and fieldsensors based on micromechanical resonators,” J.Microelectromech. Syst., vol. 12, no. 5, pp. 577–589, 2003.

    [22] J. Lee, Y. Zhu, and A. Seshia, “Room tempera-ture electrometry with sub-10 electron charge res-olution,” J. Micromech. Microeng., vol. 18, no. 2,p. 025033, 2008.

    [23] Y. Yang, E. J. Ng, Y. Chen, I. B. Flader, andT. W. Kenny, “A unified epi-seal process forfabrication of high-stability microelectromechan-ical devices,” J. Microelectromech. Syst., vol. 25,pp. 489–497, 2016.

    [24] A. N. Cleland and M. L. Roukes, “Noise processesin nanomechanical resonators,” J. Appl. Phys.,vol. 92, no. 5, pp. 2758–2769, 2002.

    Email: [email protected]

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