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Article

A Resonant Z-Axis Aluminum Nitride Thin-Film Piezoelectric MEMS Accelerometer

1
Engineering Research Center for Semiconductor Integrated Technology, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China
2
Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
3
State Key Laboratory of Transducer Technology, Chinese Academy of Sciences, Beijing 100083, China
4
Beijing Academy of Quantum Information Science, Beijing 100083, China
5
School of microelectronics, University of Chinese Academy of Sciences, Beijing 100049, China
6
Beijing Engineering Research Center of Semiconductor Micro-Nano Integrated Technology, Beijing 100083, China
*
Authors to whom correspondence should be addressed.
Micromachines 2019, 10(9), 589; https://doi.org/10.3390/mi10090589
Submission received: 1 August 2019 / Revised: 26 August 2019 / Accepted: 28 August 2019 / Published: 6 September 2019
(This article belongs to the Special Issue Piezoelectric Transducers: Materials, Devices and Applications)

Abstract

:
In this paper, we report a novel aluminum nitride (AlN) thin-film piezoelectric resonant accelerometer. Different from the ordinary MEMS (micro-electro-mechanical systems) resonant accelerometers, the entire structure of the accelerometer, including the mass and the springs, is excited to resonate in-plane, and the resonance frequency is sensitive to the out-plane acceleration. The structure is centrosymmetrical with serpentine electrodes laid on supporting beams for driving and sensing. The stiffness of the supporting beams changes when an out-plane inertial force is applied on the structure. Therefore, the resonance frequency of the accelerometer will also change under the inertial force. The working principle is analyzed and the properties are simulated in the paper. The proposed AlN accelerometer is fabricated by the MEMS technology, and the structure is released by an ICP isotropic etching. The resonance frequency is 24.66 kHz at a static state. The quality factor is 1868. The relative sensitivity of this accelerometer, defined as the shift in the resonance frequency per gravity unit (1 g = 9.8 m/s2) is 346 ppm/g. The linearity of the accelerometer is 0.9988. The temperature coefficient of frequency (TCF) of this accelerometer is −2.628 Hz/°C (i.e., −106 ppm/°C), tested from −40 °C to 85 °C.

1. Introduction

MEMS accelerometers and gyroscopes are widely used in inertial navigation systems [1]. The MEMS accelerometers can be categorized into electrostatic types, piezoelectric, piezoresistive, and pyroelectric ones, based on the working principles [2,3,4,5,6,7,8]. Compared with the electrostatic accelerometers (such as the Si accelerometers), the piezoelectric ones have a higher energy transfer efficiency and a simpler structure. In the electrostatic types, a complicated comb structure is a common design, since a capacitor structure is needed for excitation or sensing. The situation tends to be convenient when it comes to the piezoelectric ones, for even a simple electrode could realize the excitation or sensing functions [9,10]. Due to the charge leak, the resonant structure is often used for piezoelectric accelerometers.
A typical MEMS resonant accelerometer contains one or several resonant elements and proof masses, as shown in Figure 1 [7]. The resonant elements as a sensing part work in the resonant state. When an in-plane inertial force is applied on the MEMS structure, the proof mass will tense or compress the resonant elements. This will lead to a change of the stiffness. Therefore, the resonance frequency will shift with the increase of the in-plane inertial accelerations.
AlN MEMS accelerometers have been studied in recent years [11,12,13,14]. However, most of these AlN accelerometers can only detect the in-plane acceleration. This limits the integration of the AlN 3D accelerometer. To detect the out-plane acceleration, a T-shape AlN MEMS accelerometer was designed in my previous work [15]. This accelerometer resonates in-plane but measures the acceleration out-plane. The z-axis sensitivity is 68.9 ppm/g and the quality factor is 1464. In order to improve the sensitivity and Q value, an optimized AlN accelerometer is proposed in this work.
In this paper, a tuning-fork structure is used in this AlN accelerometer. The tuning-fork structure comes from a Si MEMS gyroscope, in the Georgia Institute of Technology [16]. Two proof masses resonate reversely. In addition, the two anchors are designed at the middle of the supporting beams. When resonating, there will be no stress and no displacement at the anchors. Therefore, the anchor loss is zero. This design will benefit for improving the quality factor. This accelerometer is excited in-plane but can measure the out-plane acceleration. When an out-plane inertial force is applied on the AlN thin-film structure, the stiffness of the supporting beams will change. Therefore, the resonance frequency will shift with the increase of the out-plane acceleration. In this work, the z-axis sensitivity is measured at 346 ppm/g with the base frequency of 24.66 kHz. The quality factor is 1868.

2. Design

The AlN MEMS accelerometer is composed of four supported beams and two proof masses. The schematic structure is as shown in Figure 2. It contains four layers, the SiO2 layer, the bottom electrode layer (Mo), the AlN layer, and the top electrode layer (Ti/Pt). The parameters are listed in Table 1. The SiO2 layer works as the support and insulation. The bottom electrode is connected to the ground. The top electrodes, which are serpentine, are placed on the supported beams. They contain the drive electrode and sense electrode. The drive signal is applied on the drive electrode. Due to the piezoelectric effect, the electric field will excite a mechanical strain. This strain will lead to a stress σ, which is the in-plane direction. Moreover, the stress can drive the structure to vibrate.
σ = E A L N U d A l N d 31
where EAlN is the Young’s modulus of AlN. dAlN is the thickness of the AlN film. U is the drive voltage. d31 is the piezoelectric coefficient of AlN. According to the reported references [17,18], the d31 = −2.6 pm/V.
To maximize the electromechanical signal, the top electrodes on the core beams are designed as serpentine electrodes. The sizes and the position of the serpentine electrodes come from the stress simulation. Figure 3a shows the stress simulation. The top electrodes are designed according to the stress distribution [11]. ABCDEFG is the line of the top electrode. Figure 3b shows the stress distribution. There are nearly no opposite sign charges on the top electrode. Therefore, a maximized electromechanical signal can be collected by the serpentine electrodes. Table 2 lists the parameters of each material.
Due to the AlN piezoelectric effect, the MEMS structure is excited to resonate in-plane by the drive signal [19]. The resonant mode is simulated by the software COMSOL Multiphysics. The simulation result is shown in Figure 4. The two proof masses vibrate reversely. The positions of the anchors are the nodes. There is no displacement and no stress. This means there will be no anchor loss. The quality factor of this accelerometer will increase [20].
The proof masses vibrate along the x-axis. The acceleration is along the z-axis. When an acceleration a applies on the entire structure, the supporting beams will deform in the z-axis. The stiffness coefficient kz will change. As a result, the resonance frequency fx will shift with the z-axis acceleration. The detailed derivation is in reference [15].
f x = f x 0 ( 1 1 2 Δ k x k x 0 ) = f x 0 ( 1 3 a E z L m w t 3 a ) = f x 0 ( 1 C L m w t 3 a )
where fx0 is the in-plane resonance frequency at static state. And kx0 is the stiffness coefficient along x-axis at static state. C is a constant. L is the length of the beam. w is the width of the beam. t is the thickness of the structure.
The sensitivity of this accelerometer is proportional to L m w t 3 . In order to increase the sensitivity, the mass and the length of the beam should be increased. In this work, the AlN MEMS accelerometer is a thin-film structure. The whole thickness of the structure is 2.05 μm. The size of the proof mass is increased to 500 μm × 500 μm.
Due to the lattice mismatch, there will be a residual stress in the actual accelerometer structure. The mean value of the residual stress is more than 500 MPa. This residual stress will lead the MEMS structure to bend out of plane, as shown in Figure 5a. To simplify the simulation and show the trend of the whole curve, the residual stress is set to 5 MPa, which is less than the actual value. Figure 5b shows the simulation result with the residual stress. The AB part which includes zero g, is monotonically increasing. This part is the range of this accelerometer.

3. Fabrication

The substrate is the (100) silicon wafer with a 300 nm SiO2 layer. The bottom electrode is Mo, with 300 nm thick. The (002) oriented AlN film is deposited on the Mo layer by the magnetron sputtering process. It is 1.3 μm thick. The piezoelectric coefficient d33 of the AlN film is 5.09 pm/V tested by the piezoresponse force microscopy [21]. A composite top electrode layer 150 nm Ti/Pt is deposited by the electron beam evaporation. The normal MEMS processes have been used to fabricate this accelerometer. The AlN film is etched by the ICP process with Cl2/BCl3/Ar [22]. The entire structure is released by the ICP isotropic etching process with SF6.
Figure 6a,b are the scanning electron microscope (SEM) pictures of the fabricated accelerometer. Figure 6a is the top view of the structure. Figure 6b is the side view of the structure. The structure bends along the +z-axis because of the residual stress.
In order to achieve a better performance, a vacuum package process—the discharge welding—was used. In this process, the vacuum is 0.16 Torr.

4. Results and Discussion

The characteristics of this AlN accelerometer were tested by the dynamic signal analyzer 35,670 A. The source signal, which comes from the 35,670 A, applies on the drive electrode to excite the structure. The amplitude of the input signal is 0.2 Vpk. The GND electrodes are the bottom electrode. It connects the ground. In addition, the resonant signal is detected from the sense electrode. Figure 7 shows the schematics of an electrical test of this accelerometer. The resonance frequency is 24.66 kHz at a static state at room temperature. The quality factor is 1868 as shown in Figure 8.
For the sensitivity test, the accelerometer was placed on the rotating platform vertically, as shown in Figure 9. A centripetal acceleration, which comes from the circular motion (i.e., a = ω 2 r ), would apply on the AlN resonant accelerometer, and lead to a frequency shift. The rates of the rotating platform range from 0~1000°/s. The accelerometer is placed at the position 20.5 cm away from the center. In this test, the rate was set from zero to 1000°/s with a step of 100°/s. The room temperature is 25 °C.
In the rotation test, the centripetal acceleration is perpendicular to the plane of the accelerometer. To avoid the Coriolis force, the MEMS chip is placed on the support vertically, which the direction of the vibration velocity v is parallel with the rate ω . Therefore, the Coriolis force is null. Figure 10 shows the experiment results of the relationship between the accelerations and resonance frequencies. The sensitivity of the AlN resonant accelerometer is 8.53 Hz/g, tested from −5 g to +5 g. The relative sensitivity (i.e., Δ f f 0 / g , where f0 is the resonance frequency) is 346 ppm/g at the base frequency of 24.66 kHz. The linearity of the accelerometer is 0.9988. With the increase of the acceleration, the resonance frequency increases. As shown in Figure 10b, the amplitude of each resonant peak is nearly equivalent.
The cross error of this MEMS accelerometer was characterized by the rotation test. Figure 11a,b show the test results. The output frequencies scatter around 24.66 kHz. The x-axis sensitivity is 0.039 Hz/g, and the y-axis sensitivity is 0.52 Hz/g. Compared with the z-axis sensitivity, the cross error of the x-axis is 0.46% and the y-axis is 6.1%. These results prove that this MEMS accelerometer is insensitive to the in-plane accelerations.
The temperature characteristic of the AlN accelerometer is tested. The temperatures range from −40 °C to 85 °C with a step of 5 °C. The temperature coefficient of frequency (TCF) of this accelerometer is −2.628 Hz/°C (i.e., −106 ppm/°C). Figure 12 shows the temperature characteristic of this accelerometer. Due to the negative temperature coefficient of AlN, a higher temperature will lead to a lower Young’s modulus. The resonance frequency is proportional to E ρ . Where E is the Young’s modulus. And ρ is the density.
f 0 E ρ
Therefore, the resonance frequency will decrease with the increase of the temperature. In order to reduce the TCF, an optimized temperature compensation layer (SiO2 layer) or a temperature compensation circuit will be used.

5. Conclusions

This paper reports an optimized AlN resonant accelerometer with a tuning-fork structure. The accelerometer is excited to vibrate in-plane. A z-axis acceleration, which is vertical to the plane of the accelerometer, can be detected. The z-axis sensitivity is 346 ppm/g, which is five times as much as the T-shape accelerometer. This accelerometer is potential to realize an integrated 3D AlN accelerometer. The Q value is 1868. The temperature coefficient of frequency (TCF) of this accelerometer is −106 ppm/°C, tested from −40 °C to 85 °C. A differential structure and a temperature compensation circuit will be designed to reduce the TCF. In the future work, we will focus on the increase of sensitivity, 3D integration, and reduction of TCF.

Author Contributions

J.Y. and C.S. conceived and designed the MEMS structure; J.Y. performed the simulation, the MEMS fabrication, the test, and wrote the paper; G.H., M.Z., Y.H., Y.S., J.N., F.Y. and X.W. revised the paper.

Funding

This work is supported by the National Natural Science Foundation of China (No.61704165, No. 61474115, No.51720105004, and No.10061704165) and the National Key R&D Program of China (No.2018YFF01010504) and the Science and Technology on Analog Integrated Circuit Laboratory Stability support project (No.6142802WD201806).

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Wang, S.; Deng, Z.; Yin, G. An Accurate GPS-IMU/DR Data Fusion Method for Driverless Car Based on a Set of Predictive Models and Grid Constraints. Sensors 2016, 16, 280. [Google Scholar] [CrossRef]
  2. Zhao, Y.L.; Li, X.B.; Liang, J.; Jiang, Z.D. Design, fabrication and experiment of a MEMS piezoresistive high-g accelerometer. J. Mech. Sci. Technol. 2013, 27, 831–836. [Google Scholar] [CrossRef]
  3. Zhao, H.F.; Ren, W.; Liu, X.S. Design and fabrication of micromachined pyroelectric infrared detector array using lead titanate zirconate (PZT) thin film. Ceram. Int. 2017, 43, S464–S469. [Google Scholar] [CrossRef]
  4. Cooper, E.B.; Post, E.R.; Griffith, S.; Levitan, J.; Manalis, S.R.; Schmidt, M.A.; Quate, C.F. High-resolution micromachined interferometric accelerometer. Appl. Phys. Lett. 2000, 76, 3316–3318. [Google Scholar] [CrossRef]
  5. Yamane, D.; Konishi, T.; Matsushima, T.; Machida, K.; Toshiyoshi, H.; Masu, K. Design of sub-1g microelectromechanical systems accelerometers. Appl. Phys. Lett. 2014, 104, 074102. [Google Scholar] [CrossRef]
  6. Chao, M.Y.; Ali, A.; Ghosh, S.; Lee, J.E.Y. An Aluminum Nitride on Silicon resonant MEMS accelerometer operating in ambient pressure. In Proceedings of the 19th International Conference on Solid-State Sensors, Actuators and Microsystems (TRANSDUCERS), Kaohsiung, Taiwan, 18–22 June 2017; pp. 607–610. [Google Scholar]
  7. Wang, Y.; Ding, H.; Le, X.; Wang, W.; Xie, J.A. MEMS piezoelectric in-plane resonant accelerometer based on aluminum nitride with two-stage microleverage mechanism. Sens. Actuators, A 2017, 254, 126–133. [Google Scholar] [CrossRef]
  8. Vigevani, G. MEMS Aluminum Nitride Technology for Inertial Sensors. Ph.D. Thesis, University of California, Berkeley, CA, USA, 2011. [Google Scholar]
  9. Bao, F.H.; Bao, L.L.; Li, X.Y.; Khan, M.A.; Wu, H.Y.; Qin, F. Multi-stage phononic crystal structure for anchor-loss reduction of thin-film piezoelectric-on-silicon microelectromechanical-system resonator. Appl. Phys. Express 2018, 11, 067201. [Google Scholar] [CrossRef]
  10. Manzaneque, T.; Hernando-García, J.; Ababneh, A.; Schwarz, P.; Seidel, H.; Schmid, U. Quality-factor amplification in piezoelectric MEMS resonators applying an all-electrical feedback loop. J. Micromech. Microeng. 2011, 21, 025007. [Google Scholar] [CrossRef]
  11. Ruiz-Díez, V.; Manzaneque, T.; Hernando-García, J.; Ababneh, A.; Kucera, M.; Schmid, U. Design and characterization of AlN-based in-plane microplate resonators. J. Micromech. Microeng. 2013, 23, 074003. [Google Scholar] [CrossRef]
  12. Ruiz-Díez, V.; Hernando-García, J.; Toledo, J.; Manzaneque, T.; Kucera, M.; Pfusterschmied, G. Modelling and characterization of the roof tile-shaped modes of AlN-based cantilever resonators in liquid media. J. Micromech. Microeng. 2016, 26, 084008. [Google Scholar] [CrossRef]
  13. OlssonIII, R.H.; Wojciechowski, K.E.; Baker, M.S.; Tuck, M.R.; Fleming, J.G. Post-CMOS-Compatible Aluminum Nitride Resonant MEMS Accelerometers. J. Microelectromech. Syst. 2009, 18, 671–678. [Google Scholar] [CrossRef]
  14. Vigevani, G.; Goericke, F.T.; Pisano, A.P.; Izyumin, I.I.; Boser, B.E. Microleverage DETF Aluminum Nitride resonating accelerometer. In Proceedings of the 2012 IEEE International Frequency Control Symposium Proceedings, Baltimore, MD, USA, 21–24 May 2012; pp. 1–4. [Google Scholar]
  15. Yang, J.; Zhang, M.; Si, C.; Han, G.; Ning, J.; Yang, F.; Wang, X. A T-Shape Aluminum Nitride Thin-Film Piezoelectric MEMS Resonant Accelerometer. J. Microelectromech. Syst. 2019, 1–6. [Google Scholar] [CrossRef]
  16. Sharma, A.; Zaman, F.M.; Amini, B.V.; Ayazi, F. A high-Q in-plane SOI tuning fork gyroscope. In Proceedings of the Sensors 2004 Proceedings of IEEE, Vienna, Austria, 24–27 October 2004; pp. 467–470. [Google Scholar]
  17. Hernando, J.; Sanchez-Rojas, J.L.; Gonzalez-Castilla, S.; Iborra, E.; Ababneh, A.; Schmid, U. Simulation and laser vibrometry characterization of piezoelectric AIN thin films. J. Appl. Phys. 2008, 104, 053502. [Google Scholar] [CrossRef]
  18. Martin, F.; Muralt, P.; Dubois, M.-A.; Pezous, A. Thickness dependence of the properties of highly c-axis textured AlN thin films. J. Vac. Sci. Technol. A 2004, 22, 361–365. [Google Scholar] [CrossRef]
  19. Yang, J.; Si, C.; Yang, F.; Han, G.; Ning, J.; Yang, F. Design and Simulation of A Novel Piezoelectric AlN-Si Cantilever Gyroscope. Micromachines 2018, 9, 81. [Google Scholar] [CrossRef]
  20. Gil, M.; Manzaneque, T.; Hernando-García, J.; Ababneh, A.; Seidel, H.; Sanchez-Rojas, J.L. Multimodal characterisation of high-Q piezoelectric micro-tuning forks. IET Circuits Devices Syst. 2013, 7, 361–367. [Google Scholar] [CrossRef]
  21. Zhang, M.; Yang, J.; Si, C.W.; Han, G.W.; Zhao, Y.M.; Ning, J. Research on the Piezoelectric Properties of AlN Thin Films for MEMS Applications. Micromachines 2015, 6, 1236–1248. [Google Scholar] [CrossRef]
  22. Yang, J.; Si, C.W.; Han, G.W.; Zhang, M.; Ma, L.H.; Zhao, Y.M. Researching the Aluminum Nitride Etching Process for Application in MEMS Resonators. Micromachines 2015, 6, 281–290. [Google Scholar] [CrossRef] [Green Version]
Figure 1. The structure of the resonant micro-electro-mechanical systems (MEMS) accelerometer.
Figure 1. The structure of the resonant micro-electro-mechanical systems (MEMS) accelerometer.
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Figure 2. The structure of the aluminum nitride (AlN) MEMS accelerometer. In addition, the detailed analysis of the core beams (B1, B2, B3, B4).
Figure 2. The structure of the aluminum nitride (AlN) MEMS accelerometer. In addition, the detailed analysis of the core beams (B1, B2, B3, B4).
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Figure 3. The stress simulation of the AlN MEMS accelerometer (a); the stress distribution along the top electrode (b).
Figure 3. The stress simulation of the AlN MEMS accelerometer (a); the stress distribution along the top electrode (b).
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Figure 4. The displacement resonant mode of this AlN MEMS accelerometer.
Figure 4. The displacement resonant mode of this AlN MEMS accelerometer.
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Figure 5. The deformation of the structure under the residual stress (a); the sensitivity curve of this AlN MEMS accelerometer simulated with the residual stress (b).
Figure 5. The deformation of the structure under the residual stress (a); the sensitivity curve of this AlN MEMS accelerometer simulated with the residual stress (b).
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Figure 6. The micrographs of the AlN MEMS accelerometer. (a) Top view; (b) side view.
Figure 6. The micrographs of the AlN MEMS accelerometer. (a) Top view; (b) side view.
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Figure 7. The schematics of the electrical test.
Figure 7. The schematics of the electrical test.
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Figure 8. The resonant characteristics of the AlN accelerometer at a static state.
Figure 8. The resonant characteristics of the AlN accelerometer at a static state.
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Figure 9. The sensitivity test by the rotating platform.
Figure 9. The sensitivity test by the rotating platform.
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Figure 10. (a) Sensitivity of the accelerometer; (b) resonant peaks at different accelerations.
Figure 10. (a) Sensitivity of the accelerometer; (b) resonant peaks at different accelerations.
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Figure 11. Cross axis sensitivities of the AlN MEMS accelerometer. (a) X-axis sensitivity; (b) Y-axis sensitivity.
Figure 11. Cross axis sensitivities of the AlN MEMS accelerometer. (a) X-axis sensitivity; (b) Y-axis sensitivity.
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Figure 12. The temperature characteristic of the AlN accelerometer tested from −40 °C to 85 °C.
Figure 12. The temperature characteristic of the AlN accelerometer tested from −40 °C to 85 °C.
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Table 1. The structure parameters of the AlN MEMS accelerometer.
Table 1. The structure parameters of the AlN MEMS accelerometer.
ParametersDimensions
Length of the beam (AB)1150 μm
Width of the beam (AB)35 μm
Length of the beam (CD)400 μm
Width of the beam (CD)25 μm
Width of the electrodes12 μm
The sides of the proof mass500 μm
The sides of the releasing hole20 μm
The thickness of the structure2.05 μm
Table 2. The parameters of each material from COMSOL Multiphysics library.
Table 2. The parameters of each material from COMSOL Multiphysics library.
ParametersAlNMoSiO2SiPtTi
Density (kg/m3)330010,2002200232921,4504506
Young’s Modulus (GPa)41031270170168115

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MDPI and ACS Style

Yang, J.; Zhang, M.; He, Y.; Su, Y.; Han, G.; Si, C.; Ning, J.; Yang, F.; Wang, X. A Resonant Z-Axis Aluminum Nitride Thin-Film Piezoelectric MEMS Accelerometer. Micromachines 2019, 10, 589. https://doi.org/10.3390/mi10090589

AMA Style

Yang J, Zhang M, He Y, Su Y, Han G, Si C, Ning J, Yang F, Wang X. A Resonant Z-Axis Aluminum Nitride Thin-Film Piezoelectric MEMS Accelerometer. Micromachines. 2019; 10(9):589. https://doi.org/10.3390/mi10090589

Chicago/Turabian Style

Yang, Jian, Meng Zhang, Yurong He, Yan Su, Guowei Han, Chaowei Si, Jin Ning, Fuhua Yang, and Xiaodong Wang. 2019. "A Resonant Z-Axis Aluminum Nitride Thin-Film Piezoelectric MEMS Accelerometer" Micromachines 10, no. 9: 589. https://doi.org/10.3390/mi10090589

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