SlideShare a Scribd company logo
IOSR Journal of Electrical and Electronics Engineering (IOSR-JEEE)
e-ISSN: 2278-1676,p-ISSN: 2320-3331, Volume 5, Issue 6 (May. - Jun. 2013), PP 23-30
www.iosrjournals.org
www.iosrjournals.org 23 | Page
Design and Simulation of MEMS Based Gyroscope
Sujit Kumar, B. Hemalatha
Department of Instrumentation and Control EngineeringSRM University, KattankulathurChennai, Tamilnadu-
603203, India
Abstract: This paper represents a MEMS based gyroscope to measure orientation. Silicon-micro-machined
gyro is fabricated on the basis of resonators and they use vibrating mechanical element to sense rotation. The
vibratory measurement can be done by measuring the change in capacitance with respect to the voltage or force
applied in particular axis. Here MEMS based gyroscope has been designed from Lame mode resonator which is
a square plate. The additional benefits by using the gyroscope are lower sensor cost, power consumption, more
robustness, higher shock resistance. In this paper, also sensitivity of the geometry and change of capacitance
has been shown.
Index Terms –Coriolis Force, Gyroscope, MEMS.
I. INTRODUCTION
Equipment for sensing, which includes the cameras, navigational instruments, electronic imaging
devices etc., are frequently carried by moving vehicle for different purposes and operated in the vehicle, such as
airplane which undergoes rotational motion about its center of rotation. MEMS based gyroscope is an inertial
sensor which provides the angular orientation of such sensing equipment. Gyroscope has two mode– driving and
sensing mode.Proposed design of gyroscope is in 3-axis whose working principle is based on the transfer of
energy between driving mode & sensing mode of gyroscope which is caused by Coriolis acceleration.Whenever
gyroscope will be subjectedto rotate in respective rotating axis then sensing mode will sense that rotation in
terms of change in capacitance. A significant costdriver in traditional stabilization systems is thegyroscope.
With the advanced technology of MEMS, MEMS based gyroscope has been applied to automotive application,
robotic & military application for different purpose. MEMS gyroscopes have a wide application spectrum in the
automotive and consumer electronics markets [1]. This is due to their reduced costs, size and integration
capability. Vibrating micro-machined gyroscopes that utilize vibrating elements to induce and detect coriolis
force have been effectively implemented and demonstrated in various micromachining-based batch fabrication
processes.
II. WORKING PRINCIPLE OF A GYROSCOPE
A Gyroscope is a sensor that measures the rate of rotation of an object. Since gyroscope has two
modes for actuating and sensing. Vibrating gyroscopes must be driven at resonance in order to function as
angular rate sensors. This direction will be referred as the drive direction. When the device is rotated along the
rotation axis, a coriolis force is induced in the sense direction which will be orthogonal to both axis. The force
will excite the device in sense direction into resonance mode. The sense direction is orthogonal to both the drive
direction and the rotation axis. The sense and drive direction, can be viewed as a mass-spring damper system.
Hence, a gyroscope can be viewed as a two degrees-of-freedom (2-DOF) mass-spring damper system whereby,
one degree of freedom is the drive direction, and the second degree of freedom orthogonal to the first is the
sense direction.
Fig 1.0: Generic model of a gyroscope
The coriolis acceleration is an apparent acceleration that arises in the rotation reference frame and it is
proportional to the rate of rotation. The coriolis force couples the sense and drive directions of the gyroscope
(figure 1.1). For understanding the dynamics and principle of operation of a gyroscope, the equations of motions
of a simple mass-spring damper system (figure 1.1) has been derived [4].
Design and Simulation of MEMS Based Gyroscope
www.iosrjournals.org 24 | Page
Fig 1.1: Two degrees-of-freedom (2-DOF) mass-spring damper system
We can write mathematical model equation.
∑F=𝑚
𝜕2 𝑦
𝜕𝑡 2
+ 𝑐
𝜕𝑦
𝜕𝑡
+ 𝑘𝑦(1)
Where,
F = actuation force on the drive direction
m = mass of proof body
c = damping coefficient
k = spring constant
Equation (1) holds in the inertial frame, where angular rotation is zero. For observing the actual vibration of the
body in the rotating frame, Coriolis force induced due to rotation must be taken into consideration[5]. The
acceleration experienced by a moving body in a rotating frame can be derived starting with the following
definitions of figure 1.2
Fig. 1.2: Time derivative of a vector in a rotating frame
When the mass is driven along the y-direction by an external force F(t)=𝐹0 sin 𝜔t and it is subjected to a
constant angular rate(Ω), a Coriolis force F˙=(2mΩ
∂y
∂t
)is inducedin then x-direction. In this case, the equation
ofmotion is
m
𝜕2 𝑦
𝜕𝑡 2
+ 𝑘1
𝜕𝑦
𝜕𝑡
+𝑐1 𝑦 = 𝐹0 𝑠𝑖𝑛𝜔𝑡(2)
m
𝜕2 𝑥
𝜕𝑡 2
+ 𝑘2
𝜕𝑥
𝜕𝑡
+𝑐2 𝑥 = 2mΩ
∂y
∂t
(3)
III. Mechanical Design of a MEMS Gyroscope
Most conventional micro mechanical gyroscopes developed are resonant sensors, they are basically
resonators. These types of resonating sensors are having high bias stability, sensitivity, amplifications and
immune to environmental interference. In this work the gyroscope has been made from a lame-mode resonator.
Fig. 1.4: Structure of MEMS Based Gyroscope
A micro-machined vibrating rate gyroscope shown in Fig. 1.4, in which the mass is supported by four anchors.
The oscillator is 415mm×535 mm×10 mm in size. It is driven by means of comb electrodes, and there are
Design and Simulation of MEMS Based Gyroscope
www.iosrjournals.org 25 | Page
fourother comb electrodes to tune the frequency [1], [2]. When AC and DC voltages are applied to the comb
electrodes in driving direction, the mass oscillates along the y-direction drive mode. An externally induced
rotation about the z-axis, angular rate(Ω) produces a deflection in the x-direction due to the Coriolis force. This
deflection of proof mass has been detected as a change in the capacitance between the mass and the detection
electrode. If the frequencyresponse mismatch (∆f) between the drive and sense modes is small, the detection
mode enhances the deflection.
Following materials and properties has been used for:
For Proof mass and anchors: Single Crystal Silicon
For Comb Electrodes: Gold
Lame mode resonator
The architecture of MEMS based gyroscope is a combination of a comb drive-mode oscillator thatinduces and
sustains a constant linear or angular momentum, which has been coupled to a sense-modecoriolis accelerometer
that detects the Coriolis force induced due to thecombination of the drive actuation and an angular rate input in
the respective axis.In this project, the structure of the lame-mode resonator is a square plate (figure 1.4).
Theplate is supported by 4 anchors. Two electrodes are used for exciting the resonator, four tosense the
resonator motion [2]. The primary mode of vibration is a Lame-mode, in which theedges of the square plate
bend in anti-phase, so preserving the volume of the plate Figure 1.4.
3.1 Resonator theory
Resonating systems are executed by equations of motion with one degree of freedom. Theresonator can
be represented as a one dimensional mechanical damper system (figure 1.5). Wecan derive the equations as
specified in equation (1) for governing the motion of the one dimensional damper system
Fig 1.5: One degrees-of-freedom (1-DOF) mass-spring damper system
IV. MEMS Based Gyroscope Simulation
For this project, simulation has been carried out with COMSOL Multiphysics 4.3 to analyze the
performance and optimize the design of the MEMS based Gyroscope. The Eigen frequency analysis of drive &
sense mode and application of force over the proof mass has been described.
4.1 Eigen Frequency analysis
Eigen Frequency is one of the frequency at which an oscillatory system can vibrate.The main reason
for this analysis is to know the different eigen frequencies of the rectangular plate. For each and different
Design and Simulation of MEMS Based Gyroscope
www.iosrjournals.org 26 | Page
eigenfrequencies, proof mass of the plate vibrates and give different deflection. From the eigen frequency
analysis, maximum deflection of proof mass can be shown.
Fig. 1.6: Deflection of the proof mass at 21906.47525 Hz.
Table 1.0: Deflection of proof mass for different Eigen frequencies.
Frequency response of rectangular proof mass of the lame mode has been shown in graph 1.0 & 1.1. This has
been done by giving the force in respective direction of the drive and sense mode of the proof mass.
Fig. 1.7: Frequency response plot of the Drive Mode of the geometry
Fig 1.8: Frequency response plot of sense mode of the geometry.
The above two graphs has been shown of frequency response for drive mode (graph 1.0) and for sense
mode (graph 1.1). The Frequency response of these two modes must be matched closely in order to enhance the
performance of the MEMS based gyroscope. In order to match the drive mode and sense mode of gyroscope, the
width of the anchors of the rectangular plate has been varied by using a COMSOL script to match the two
Eigen
freque
ncy(in
Hz)
2190
6.475
25
37699
.7354
6
38374.
30952
4
1.854
415e
5
2.494
785e
5
2.515
951e
5
Deflec
tion
(in𝜇𝑚)
5.551
9
1.066
9
1.0795 1.195
6
1.997 2.472
2
Design and Simulation of MEMS Based Gyroscope
www.iosrjournals.org 27 | Page
resonance frequencies. Below graph 1.2 has been shown for resonance frequency versus thickness of the
anchors, which is drawn by giving no boundary load and voltage to the geometry during simulation.
Fig 1.9: A plot of resonance frequency VersusThickness of the anchors
Fig 1.10: A plot deflection of geometry versus thickness of the anchors at resonance frequency 10.0167 Hz.
Fig 1.11: A plot deflection of geometry versus thickness of the anchors at resonance frequency 12.5133 Hz.
This figure 1.10 has been obtained from COMSOL multiphysics. From the plot, it has been deduced
that,thickness of 525 𝜇𝑚 and 260 𝜇𝑚of anchors, made the drive and sense mode matched.
V. Results and Discussion
The simulated result has been shown in this paper. The Eigen frequency analysis has been done in
which proof mass of the MEMS based gyroscope has deflected for each Eigen frequency through which a
change in capacitance can be measured. Maximum deflection of proof mass of 5.5519 𝜇𝑚has been noticed in
this analysis. Also it has been proved that deflection of the proof mass has been changed as varying the width of
anchors for both drive & sense mode of the geometry. The figure 1.11 has been shown for voltage distribution
over the proof mass when a electric potential has been applied to the geometry in Y- direction i.e. in direction of
drive mode.
Design and Simulation of MEMS Based Gyroscope
www.iosrjournals.org 28 | Page
Fig. 1.12: Voltage Distribution over the proof mass.
5.1 Capacitive detection
The deflection of the proof mass has been measured in terms of change in capacitance by keeping a
plate same as the size of the proof mass below the proof mass and distance between both plates has been
covered by dielectric medium of 150𝜇𝑚.
The sense electrode of the geometry is parallel to the rectangular proof mass. The parallel capacitance
between the electrode and the proof mass is
C=
𝜀0 𝐴
𝑑
(4)
Where, 𝜀0= permittivity of the free space,
A=area between the sense electrode and the
Rectangular plate and
d = gap between the electrode and the
Rectangular plate
When the device has been sensed by sense electrode in terms of change in capacitance between the sense
electrode and device with deflection caused by coriolis force. The change in capacitance △ 𝐶 has been
calculated as shown in equation:
△ 𝐶 =
𝜀0 𝐴
𝑑−△𝑑
−
𝜀0 𝐴
𝑑
(5)
The change in capacitance is a nonlinear function of displacement in variable-gap capacitors. However, in the
case that△d ≤ d, the change in capacitance varies linearly to the displacement.
△ 𝐶 =
2𝐴𝜀0
𝑑2
△ 𝑑(6)
In the presence of angular rotation, the device vibrates in sense mode. The asymmetrical shape of the sense mode
results in the gap capacitances on the side sense electrode.
𝐶𝑠+ =
𝜀0 𝐴
𝑑−△𝑑
(7)
𝐶𝑠− =
𝜀0 𝐴
𝑑+△𝑑
(8)
This change in capacitances has been measured and this measured value has been converted into voltage V1 &V2 by
connecting the two OP-AMPs on either side of the sense electrodes as shown in figure 1.12.
Design and Simulation of MEMS Based Gyroscope
www.iosrjournals.org 29 | Page
Fig. 1.13: Capacitive readout topology.
Fig. 1.14: Differential amplifier.
To detect the change in differential voltage of the pair of sensing electrodes of each side, differential amplifier has been used
as shown in above figure 1.13.
In case of this project design with parameter:
A= width*height = 415×535 (𝜇𝑚)2
𝜀0 = 8.85× 10−12
𝐹 𝑚
d= 150 𝜇𝑚
△ 𝑑 = 5.5519 𝜇𝑚
From equation (6) the change in capacitance has been calculated as△ 𝐶 = 0.145 𝑝𝐹.
Hence, sensitivity of the capacitive readout of the given geometry has been assumed as change in capacitance value i.e.
0.145 𝑝F.
Now next step is to measure current due to sense mode oscillation. This has been done by imposing a constant DC bias
voltage 𝑉𝑑𝑐 over the sense electrode with capacitance
𝐶𝑠 = 𝐶𝑠𝑒𝑛 +△ 𝐶𝑠 𝑒 𝑗𝑡𝜔 𝑠 (9)
Current becomes
𝑖 𝑠 =
𝜕
𝜕𝑡
[𝑉𝑑𝑐 𝐶𝑠(𝑡)] (10)
𝑖 𝑠 = 𝑉𝑑𝑐 𝜔𝑠 △ 𝐶𝑠 𝑒 𝑗𝑡𝜔 𝑠 (11)
Hence expected current of this topology for given geometry with𝜔𝑠 = 2 × 𝜋 × 21906.47525 ,△ 𝐶𝑠 = 0.145 𝑝𝐹𝑉𝑑𝑐 = 5 𝑉
𝑖 𝑠 = 5 × 2 × 𝜋 × 21906.47525 × 0.145 × 10−12
A
𝑖 𝑠 = 0.9979 × 10−7
A
Now voltage has been calculated by using the value of feedback resistors. Value of the feedback resistors depends on the
amplification.
△ 𝑉 = 𝐾𝑑 × 𝑖 𝑠(12)
△ 𝑉 = 0.5 𝑀Ω × 0.9979 × 10−7
A
Design and Simulation of MEMS Based Gyroscope
www.iosrjournals.org 30 | Page
△ 𝑉 = 49.895 𝑚𝑉
Furthermore, for improving the sensitivity, overall sensing area should be increased. However, the gap between the sensing
electrode and the proof mass is the major factor that defines the capacitance sensitivity. This has been noticed from equation
(6), in which change in capacitance △ 𝐶 varies inversely to the square of the gap (d) and linear to the overlap area.
VI. Conclusions
In this paper a simulation of MEMS based gyroscope has been presented. The overview of this
geometry has been given. MEMS based gyroscope has been designed to resonate in its fundamental mode and it
has been exited by external comb drive electrode and sensed by comb sense electrode. This geometry enabled
the matching of the drive mode and sense mode frequency by varying the width of the anchors of the geometry.
The sensitivity of the given geometry for capacitive readout is 0.145 𝑝𝐹 and for the frequency of 21906.47525 Hz,
change in voltage has been calculated which is equal to 49.895 mV.
References
[1] DamrongritPiyabongkarn and Rajesh Rajamani“The Development of a MEMS Gyroscope for AbsoluteAngle Measurement”,
Department of Mechanical Engineering University of Minnesota Minneapolis, MN 55455, Proceedings of the American
ControlConference Anchorage, AK May 8-10, 2002
[2] P.J. Ngana, J.J. Koning “Design, modelling and simulation of a High Frequency MEMS Gyroscope in 1.5um SOI”, 2009(903-906),
Proceedings of the Euro sensors XXIII conference.
[3] Yoichi Mochida, Masaya Tamura “A micro-machiened vibrating rate gyroscope with independent beams for the drive and detection
modes” Yokohama Technical Center, Murata Manufacturing, 1-18-1, Hakusan, Midori-ku, Yokohama 226-0006, Japan , Sensors and
Actuators 80 (2000) 170–178
[4] Jianli Li, Jiancheng Fang, Haifeng Dong, Ye Tao “Structure design and fabrication of a novel dual-mass Resonant output
micromechanical gyroscope” MicrosystemsTechnol (2010) 16:543–552, DOI 10.1007/s00542-009-0998-8, 2010.
[5] Marcelo C. Algrain and James Quin “Accelerometer Based Line-of-Sight Stabilization Approach for Pointing andTracking Systems”
Second IEEE Conference on Control Applications, September 13 – 16, 1993 Vancouver, B.C

More Related Content

What's hot

Semi-Active Vibration Control of a Quarter Car Model Using MR Damper
Semi-Active Vibration Control of a Quarter Car Model  Using MR DamperSemi-Active Vibration Control of a Quarter Car Model  Using MR Damper
Semi-Active Vibration Control of a Quarter Car Model Using MR Damper
ishan kossambe
 
Human Balance - Anatomy & ZMP
Human Balance - Anatomy & ZMPHuman Balance - Anatomy & ZMP
Human Balance - Anatomy & ZMP
Luís Rita
 
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD Editor
 
ICES_2016_348
ICES_2016_348ICES_2016_348
ICES_2016_348
Jose Gomez
 
Flyer
FlyerFlyer
Flyer
philoups
 
Cueing Deceleration Forces for Auto Simulators
Cueing Deceleration Forces for Auto SimulatorsCueing Deceleration Forces for Auto Simulators
Cueing Deceleration Forces for Auto Simulators
Seth Shill
 
IRJET - Two Axis Gimbal System for a Cervical Joint Motion
IRJET - Two Axis Gimbal System for a Cervical Joint MotionIRJET - Two Axis Gimbal System for a Cervical Joint Motion
IRJET - Two Axis Gimbal System for a Cervical Joint Motion
IRJET Journal
 
Titus Lungu Honors Thesis
Titus Lungu Honors ThesisTitus Lungu Honors Thesis
Titus Lungu Honors Thesis
Titus Lungu
 
ADAPTIVE TREADMILL CONTROL BY HUMAN WILL
ADAPTIVE TREADMILL CONTROL BY HUMAN WILLADAPTIVE TREADMILL CONTROL BY HUMAN WILL
ADAPTIVE TREADMILL CONTROL BY HUMAN WILL
toukaigi
 
Stabilization of Six-Legged Robot on Tilt Surface With 9 DOF IMU Based on Inv...
Stabilization of Six-Legged Robot on Tilt Surface With 9 DOF IMU Based on Inv...Stabilization of Six-Legged Robot on Tilt Surface With 9 DOF IMU Based on Inv...
Stabilization of Six-Legged Robot on Tilt Surface With 9 DOF IMU Based on Inv...
IJRES Journal
 
Real-time Estimation of Human’s Intended Walking Speed for Treadmill-style Lo...
Real-time Estimation of Human’s Intended Walking Speed for Treadmill-style Lo...Real-time Estimation of Human’s Intended Walking Speed for Treadmill-style Lo...
Real-time Estimation of Human’s Intended Walking Speed for Treadmill-style Lo...
toukaigi
 
Spherical array of annular ring microstrip antennas
Spherical array of annular ring microstrip antennasSpherical array of annular ring microstrip antennas
Spherical array of annular ring microstrip antennas
wailGodaymi1
 
Full report magnetic levitation system
Full report magnetic levitation systemFull report magnetic levitation system
Full report magnetic levitation system
Hurtnot
 
Virtual post rig
Virtual post rigVirtual post rig
Virtual post rig
Josep M Carbonell Oyonarte
 
A Novel Robotic Joint Actuation Concept VMF
A Novel Robotic Joint Actuation Concept VMFA Novel Robotic Joint Actuation Concept VMF
A Novel Robotic Joint Actuation Concept VMF
Yoichiro Dan
 
DETERMINING METAL SURFACE WAVINESS PARAMETERS AND HEIGHT LIQUID SURFACE WAVE ...
DETERMINING METAL SURFACE WAVINESS PARAMETERS AND HEIGHT LIQUID SURFACE WAVE ...DETERMINING METAL SURFACE WAVINESS PARAMETERS AND HEIGHT LIQUID SURFACE WAVE ...
DETERMINING METAL SURFACE WAVINESS PARAMETERS AND HEIGHT LIQUID SURFACE WAVE ...
IAEME Publication
 
Km229 automobile diwheel motorized vehicle 2
Km229 automobile diwheel motorized vehicle 2Km229 automobile diwheel motorized vehicle 2
Km229 automobile diwheel motorized vehicle 2
1000kv technologies
 
Research Inventy : International Journal of Engineering and Science
Research Inventy : International Journal of Engineering and ScienceResearch Inventy : International Journal of Engineering and Science
Research Inventy : International Journal of Engineering and Science
researchinventy
 
IRJET - Parametric Study of Micro Electro-Mechanical System Capacitive Type A...
IRJET - Parametric Study of Micro Electro-Mechanical System Capacitive Type A...IRJET - Parametric Study of Micro Electro-Mechanical System Capacitive Type A...
IRJET - Parametric Study of Micro Electro-Mechanical System Capacitive Type A...
IRJET Journal
 
Ijetr021232
Ijetr021232Ijetr021232

What's hot (20)

Semi-Active Vibration Control of a Quarter Car Model Using MR Damper
Semi-Active Vibration Control of a Quarter Car Model  Using MR DamperSemi-Active Vibration Control of a Quarter Car Model  Using MR Damper
Semi-Active Vibration Control of a Quarter Car Model Using MR Damper
 
Human Balance - Anatomy & ZMP
Human Balance - Anatomy & ZMPHuman Balance - Anatomy & ZMP
Human Balance - Anatomy & ZMP
 
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...
 
ICES_2016_348
ICES_2016_348ICES_2016_348
ICES_2016_348
 
Flyer
FlyerFlyer
Flyer
 
Cueing Deceleration Forces for Auto Simulators
Cueing Deceleration Forces for Auto SimulatorsCueing Deceleration Forces for Auto Simulators
Cueing Deceleration Forces for Auto Simulators
 
IRJET - Two Axis Gimbal System for a Cervical Joint Motion
IRJET - Two Axis Gimbal System for a Cervical Joint MotionIRJET - Two Axis Gimbal System for a Cervical Joint Motion
IRJET - Two Axis Gimbal System for a Cervical Joint Motion
 
Titus Lungu Honors Thesis
Titus Lungu Honors ThesisTitus Lungu Honors Thesis
Titus Lungu Honors Thesis
 
ADAPTIVE TREADMILL CONTROL BY HUMAN WILL
ADAPTIVE TREADMILL CONTROL BY HUMAN WILLADAPTIVE TREADMILL CONTROL BY HUMAN WILL
ADAPTIVE TREADMILL CONTROL BY HUMAN WILL
 
Stabilization of Six-Legged Robot on Tilt Surface With 9 DOF IMU Based on Inv...
Stabilization of Six-Legged Robot on Tilt Surface With 9 DOF IMU Based on Inv...Stabilization of Six-Legged Robot on Tilt Surface With 9 DOF IMU Based on Inv...
Stabilization of Six-Legged Robot on Tilt Surface With 9 DOF IMU Based on Inv...
 
Real-time Estimation of Human’s Intended Walking Speed for Treadmill-style Lo...
Real-time Estimation of Human’s Intended Walking Speed for Treadmill-style Lo...Real-time Estimation of Human’s Intended Walking Speed for Treadmill-style Lo...
Real-time Estimation of Human’s Intended Walking Speed for Treadmill-style Lo...
 
Spherical array of annular ring microstrip antennas
Spherical array of annular ring microstrip antennasSpherical array of annular ring microstrip antennas
Spherical array of annular ring microstrip antennas
 
Full report magnetic levitation system
Full report magnetic levitation systemFull report magnetic levitation system
Full report magnetic levitation system
 
Virtual post rig
Virtual post rigVirtual post rig
Virtual post rig
 
A Novel Robotic Joint Actuation Concept VMF
A Novel Robotic Joint Actuation Concept VMFA Novel Robotic Joint Actuation Concept VMF
A Novel Robotic Joint Actuation Concept VMF
 
DETERMINING METAL SURFACE WAVINESS PARAMETERS AND HEIGHT LIQUID SURFACE WAVE ...
DETERMINING METAL SURFACE WAVINESS PARAMETERS AND HEIGHT LIQUID SURFACE WAVE ...DETERMINING METAL SURFACE WAVINESS PARAMETERS AND HEIGHT LIQUID SURFACE WAVE ...
DETERMINING METAL SURFACE WAVINESS PARAMETERS AND HEIGHT LIQUID SURFACE WAVE ...
 
Km229 automobile diwheel motorized vehicle 2
Km229 automobile diwheel motorized vehicle 2Km229 automobile diwheel motorized vehicle 2
Km229 automobile diwheel motorized vehicle 2
 
Research Inventy : International Journal of Engineering and Science
Research Inventy : International Journal of Engineering and ScienceResearch Inventy : International Journal of Engineering and Science
Research Inventy : International Journal of Engineering and Science
 
IRJET - Parametric Study of Micro Electro-Mechanical System Capacitive Type A...
IRJET - Parametric Study of Micro Electro-Mechanical System Capacitive Type A...IRJET - Parametric Study of Micro Electro-Mechanical System Capacitive Type A...
IRJET - Parametric Study of Micro Electro-Mechanical System Capacitive Type A...
 
Ijetr021232
Ijetr021232Ijetr021232
Ijetr021232
 

Viewers also liked

F012453540
F012453540F012453540
F012453540
IOSR Journals
 
B0160709
B0160709B0160709
B0160709
IOSR Journals
 
Interference Aware & SINR Estimation in Femtocell Networks
Interference Aware & SINR Estimation in Femtocell NetworksInterference Aware & SINR Estimation in Femtocell Networks
Interference Aware & SINR Estimation in Femtocell Networks
IOSR Journals
 
An Overview of Steganography
An Overview of SteganographyAn Overview of Steganography
An Overview of Steganography
IOSR Journals
 
B1803020915
B1803020915B1803020915
B1803020915
IOSR Journals
 
Analysis of Peak to Average Power Ratio Reduction Techniques in Sfbc Ofdm System
Analysis of Peak to Average Power Ratio Reduction Techniques in Sfbc Ofdm SystemAnalysis of Peak to Average Power Ratio Reduction Techniques in Sfbc Ofdm System
Analysis of Peak to Average Power Ratio Reduction Techniques in Sfbc Ofdm System
IOSR Journals
 
Combining SFBC_OFDM Systems with SVD Assisted Multiuser Transmitter and Multi...
Combining SFBC_OFDM Systems with SVD Assisted Multiuser Transmitter and Multi...Combining SFBC_OFDM Systems with SVD Assisted Multiuser Transmitter and Multi...
Combining SFBC_OFDM Systems with SVD Assisted Multiuser Transmitter and Multi...
IOSR Journals
 
A0940104
A0940104A0940104
A0940104
IOSR Journals
 
Blind Signature Scheme Based On Elliptical Curve Cryptography (ECC)
Blind Signature Scheme Based On Elliptical Curve Cryptography (ECC)Blind Signature Scheme Based On Elliptical Curve Cryptography (ECC)
Blind Signature Scheme Based On Elliptical Curve Cryptography (ECC)
IOSR Journals
 
A review on Visualization Approaches of Data mining in heavy spatial databases
A review on Visualization Approaches of Data mining in heavy spatial databasesA review on Visualization Approaches of Data mining in heavy spatial databases
A review on Visualization Approaches of Data mining in heavy spatial databases
IOSR Journals
 
J010525864
J010525864J010525864
J010525864
IOSR Journals
 
E012623035
E012623035E012623035
E012623035
IOSR Journals
 
C017661419
C017661419C017661419
C017661419
IOSR Journals
 
I010125056
I010125056I010125056
I010125056
IOSR Journals
 
G010523539
G010523539G010523539
G010523539
IOSR Journals
 
G012424452
G012424452G012424452
G012424452
IOSR Journals
 
Congestion Control: A Dynamic Approach
Congestion Control: A Dynamic ApproachCongestion Control: A Dynamic Approach
Congestion Control: A Dynamic Approach
IOSR Journals
 
C010611620
C010611620C010611620
C010611620
IOSR Journals
 
E017153342
E017153342E017153342
E017153342
IOSR Journals
 
P01741109117
P01741109117P01741109117
P01741109117
IOSR Journals
 

Viewers also liked (20)

F012453540
F012453540F012453540
F012453540
 
B0160709
B0160709B0160709
B0160709
 
Interference Aware & SINR Estimation in Femtocell Networks
Interference Aware & SINR Estimation in Femtocell NetworksInterference Aware & SINR Estimation in Femtocell Networks
Interference Aware & SINR Estimation in Femtocell Networks
 
An Overview of Steganography
An Overview of SteganographyAn Overview of Steganography
An Overview of Steganography
 
B1803020915
B1803020915B1803020915
B1803020915
 
Analysis of Peak to Average Power Ratio Reduction Techniques in Sfbc Ofdm System
Analysis of Peak to Average Power Ratio Reduction Techniques in Sfbc Ofdm SystemAnalysis of Peak to Average Power Ratio Reduction Techniques in Sfbc Ofdm System
Analysis of Peak to Average Power Ratio Reduction Techniques in Sfbc Ofdm System
 
Combining SFBC_OFDM Systems with SVD Assisted Multiuser Transmitter and Multi...
Combining SFBC_OFDM Systems with SVD Assisted Multiuser Transmitter and Multi...Combining SFBC_OFDM Systems with SVD Assisted Multiuser Transmitter and Multi...
Combining SFBC_OFDM Systems with SVD Assisted Multiuser Transmitter and Multi...
 
A0940104
A0940104A0940104
A0940104
 
Blind Signature Scheme Based On Elliptical Curve Cryptography (ECC)
Blind Signature Scheme Based On Elliptical Curve Cryptography (ECC)Blind Signature Scheme Based On Elliptical Curve Cryptography (ECC)
Blind Signature Scheme Based On Elliptical Curve Cryptography (ECC)
 
A review on Visualization Approaches of Data mining in heavy spatial databases
A review on Visualization Approaches of Data mining in heavy spatial databasesA review on Visualization Approaches of Data mining in heavy spatial databases
A review on Visualization Approaches of Data mining in heavy spatial databases
 
J010525864
J010525864J010525864
J010525864
 
E012623035
E012623035E012623035
E012623035
 
C017661419
C017661419C017661419
C017661419
 
I010125056
I010125056I010125056
I010125056
 
G010523539
G010523539G010523539
G010523539
 
G012424452
G012424452G012424452
G012424452
 
Congestion Control: A Dynamic Approach
Congestion Control: A Dynamic ApproachCongestion Control: A Dynamic Approach
Congestion Control: A Dynamic Approach
 
C010611620
C010611620C010611620
C010611620
 
E017153342
E017153342E017153342
E017153342
 
P01741109117
P01741109117P01741109117
P01741109117
 

Similar to Design and Simulation of MEMS Based Gyroscope

Use of mems based motion sensors in embedded
Use of mems  based motion sensors in embeddedUse of mems  based motion sensors in embedded
Use of mems based motion sensors in embedded
Pallav Jha
 
Journal Publication
Journal PublicationJournal Publication
Journal Publication
davanesian
 
A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...
A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...
A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...
IJECEIAES
 
Design, Electrostatic and Eigen Frequency Analysis of Fixed– Fixed Beam MEMS ...
Design, Electrostatic and Eigen Frequency Analysis of Fixed– Fixed Beam MEMS ...Design, Electrostatic and Eigen Frequency Analysis of Fixed– Fixed Beam MEMS ...
Design, Electrostatic and Eigen Frequency Analysis of Fixed– Fixed Beam MEMS ...
IOSR Journals
 
Design, Electrostatic and Eigen Frequency Analysis of Fixed–Fixed Beam MEMS R...
Design, Electrostatic and Eigen Frequency Analysis of Fixed–Fixed Beam MEMS R...Design, Electrostatic and Eigen Frequency Analysis of Fixed–Fixed Beam MEMS R...
Design, Electrostatic and Eigen Frequency Analysis of Fixed–Fixed Beam MEMS R...
IOSR Journals
 
Aspects Regarding the Elastic Properties of Silicon and Its Influence on the ...
Aspects Regarding the Elastic Properties of Silicon and Its Influence on the ...Aspects Regarding the Elastic Properties of Silicon and Its Influence on the ...
Aspects Regarding the Elastic Properties of Silicon and Its Influence on the ...
IRJET Journal
 
Undamped vibration absorber
Undamped vibration absorberUndamped vibration absorber
Undamped vibration absorber
Hugo Policarpo
 
SENSITIVITY ANALYSIS OF NANO-NEWTON CMOS-MEMS CAPACITIVE FORCE SENSOR FOR BIO...
SENSITIVITY ANALYSIS OF NANO-NEWTON CMOS-MEMS CAPACITIVE FORCE SENSOR FOR BIO...SENSITIVITY ANALYSIS OF NANO-NEWTON CMOS-MEMS CAPACITIVE FORCE SENSOR FOR BIO...
SENSITIVITY ANALYSIS OF NANO-NEWTON CMOS-MEMS CAPACITIVE FORCE SENSOR FOR BIO...
ijmech
 
Ijetr021232
Ijetr021232Ijetr021232
Ijetr021232
ER Publication.org
 
1 s2.0-s0997753817308902-main
1 s2.0-s0997753817308902-main1 s2.0-s0997753817308902-main
1 s2.0-s0997753817308902-main
Fares Tounsi
 
MARKET ANALYSIS OF FINANCIAL INSTITUTIONS AND ENTREPRENEURSHIP IN INDIA
MARKET ANALYSIS OF FINANCIAL INSTITUTIONS AND ENTREPRENEURSHIP IN INDIAMARKET ANALYSIS OF FINANCIAL INSTITUTIONS AND ENTREPRENEURSHIP IN INDIA
MARKET ANALYSIS OF FINANCIAL INSTITUTIONS AND ENTREPRENEURSHIP IN INDIA
IAEME Publication
 
223
223223
MRE
MREMRE
IJSRED-V2I3P38
IJSRED-V2I3P38IJSRED-V2I3P38
IJSRED-V2I3P38
IJSRED
 
Ieeepro techno solutions 2012 ieee embedded project development of wearable...
Ieeepro techno solutions   2012 ieee embedded project development of wearable...Ieeepro techno solutions   2012 ieee embedded project development of wearable...
Ieeepro techno solutions 2012 ieee embedded project development of wearable...
srinivasanece7
 
Sensor Fusion Algorithm by Complementary Filter for Attitude Estimation of Qu...
Sensor Fusion Algorithm by Complementary Filter for Attitude Estimation of Qu...Sensor Fusion Algorithm by Complementary Filter for Attitude Estimation of Qu...
Sensor Fusion Algorithm by Complementary Filter for Attitude Estimation of Qu...
TELKOMNIKA JOURNAL
 
Application of Numerical and Experimental Simulations for the Vibrating Syste...
Application of Numerical and Experimental Simulations for the Vibrating Syste...Application of Numerical and Experimental Simulations for the Vibrating Syste...
Application of Numerical and Experimental Simulations for the Vibrating Syste...
IJERD Editor
 
I012426273
I012426273I012426273
I012426273
IOSR Journals
 
KMEM4212_Applied Vibration_Group Assignment_Report_CL 3
KMEM4212_Applied Vibration_Group Assignment_Report_CL 3KMEM4212_Applied Vibration_Group Assignment_Report_CL 3
KMEM4212_Applied Vibration_Group Assignment_Report_CL 3
Max Lee
 
APE_IM_Article_AppliedOptics_Vol47_No29_Oct10_2008_AsPublished
APE_IM_Article_AppliedOptics_Vol47_No29_Oct10_2008_AsPublishedAPE_IM_Article_AppliedOptics_Vol47_No29_Oct10_2008_AsPublished
APE_IM_Article_AppliedOptics_Vol47_No29_Oct10_2008_AsPublished
Rainer Wilhelm
 

Similar to Design and Simulation of MEMS Based Gyroscope (20)

Use of mems based motion sensors in embedded
Use of mems  based motion sensors in embeddedUse of mems  based motion sensors in embedded
Use of mems based motion sensors in embedded
 
Journal Publication
Journal PublicationJournal Publication
Journal Publication
 
A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...
A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...
A Novel Displacement-amplifying Compliant Mechanism Implemented on a Modified...
 
Design, Electrostatic and Eigen Frequency Analysis of Fixed– Fixed Beam MEMS ...
Design, Electrostatic and Eigen Frequency Analysis of Fixed– Fixed Beam MEMS ...Design, Electrostatic and Eigen Frequency Analysis of Fixed– Fixed Beam MEMS ...
Design, Electrostatic and Eigen Frequency Analysis of Fixed– Fixed Beam MEMS ...
 
Design, Electrostatic and Eigen Frequency Analysis of Fixed–Fixed Beam MEMS R...
Design, Electrostatic and Eigen Frequency Analysis of Fixed–Fixed Beam MEMS R...Design, Electrostatic and Eigen Frequency Analysis of Fixed–Fixed Beam MEMS R...
Design, Electrostatic and Eigen Frequency Analysis of Fixed–Fixed Beam MEMS R...
 
Aspects Regarding the Elastic Properties of Silicon and Its Influence on the ...
Aspects Regarding the Elastic Properties of Silicon and Its Influence on the ...Aspects Regarding the Elastic Properties of Silicon and Its Influence on the ...
Aspects Regarding the Elastic Properties of Silicon and Its Influence on the ...
 
Undamped vibration absorber
Undamped vibration absorberUndamped vibration absorber
Undamped vibration absorber
 
SENSITIVITY ANALYSIS OF NANO-NEWTON CMOS-MEMS CAPACITIVE FORCE SENSOR FOR BIO...
SENSITIVITY ANALYSIS OF NANO-NEWTON CMOS-MEMS CAPACITIVE FORCE SENSOR FOR BIO...SENSITIVITY ANALYSIS OF NANO-NEWTON CMOS-MEMS CAPACITIVE FORCE SENSOR FOR BIO...
SENSITIVITY ANALYSIS OF NANO-NEWTON CMOS-MEMS CAPACITIVE FORCE SENSOR FOR BIO...
 
Ijetr021232
Ijetr021232Ijetr021232
Ijetr021232
 
1 s2.0-s0997753817308902-main
1 s2.0-s0997753817308902-main1 s2.0-s0997753817308902-main
1 s2.0-s0997753817308902-main
 
MARKET ANALYSIS OF FINANCIAL INSTITUTIONS AND ENTREPRENEURSHIP IN INDIA
MARKET ANALYSIS OF FINANCIAL INSTITUTIONS AND ENTREPRENEURSHIP IN INDIAMARKET ANALYSIS OF FINANCIAL INSTITUTIONS AND ENTREPRENEURSHIP IN INDIA
MARKET ANALYSIS OF FINANCIAL INSTITUTIONS AND ENTREPRENEURSHIP IN INDIA
 
223
223223
223
 
MRE
MREMRE
MRE
 
IJSRED-V2I3P38
IJSRED-V2I3P38IJSRED-V2I3P38
IJSRED-V2I3P38
 
Ieeepro techno solutions 2012 ieee embedded project development of wearable...
Ieeepro techno solutions   2012 ieee embedded project development of wearable...Ieeepro techno solutions   2012 ieee embedded project development of wearable...
Ieeepro techno solutions 2012 ieee embedded project development of wearable...
 
Sensor Fusion Algorithm by Complementary Filter for Attitude Estimation of Qu...
Sensor Fusion Algorithm by Complementary Filter for Attitude Estimation of Qu...Sensor Fusion Algorithm by Complementary Filter for Attitude Estimation of Qu...
Sensor Fusion Algorithm by Complementary Filter for Attitude Estimation of Qu...
 
Application of Numerical and Experimental Simulations for the Vibrating Syste...
Application of Numerical and Experimental Simulations for the Vibrating Syste...Application of Numerical and Experimental Simulations for the Vibrating Syste...
Application of Numerical and Experimental Simulations for the Vibrating Syste...
 
I012426273
I012426273I012426273
I012426273
 
KMEM4212_Applied Vibration_Group Assignment_Report_CL 3
KMEM4212_Applied Vibration_Group Assignment_Report_CL 3KMEM4212_Applied Vibration_Group Assignment_Report_CL 3
KMEM4212_Applied Vibration_Group Assignment_Report_CL 3
 
APE_IM_Article_AppliedOptics_Vol47_No29_Oct10_2008_AsPublished
APE_IM_Article_AppliedOptics_Vol47_No29_Oct10_2008_AsPublishedAPE_IM_Article_AppliedOptics_Vol47_No29_Oct10_2008_AsPublished
APE_IM_Article_AppliedOptics_Vol47_No29_Oct10_2008_AsPublished
 

More from IOSR Journals

A011140104
A011140104A011140104
A011140104
IOSR Journals
 
M0111397100
M0111397100M0111397100
M0111397100
IOSR Journals
 
L011138596
L011138596L011138596
L011138596
IOSR Journals
 
K011138084
K011138084K011138084
K011138084
IOSR Journals
 
J011137479
J011137479J011137479
J011137479
IOSR Journals
 
I011136673
I011136673I011136673
I011136673
IOSR Journals
 
G011134454
G011134454G011134454
G011134454
IOSR Journals
 
H011135565
H011135565H011135565
H011135565
IOSR Journals
 
F011134043
F011134043F011134043
F011134043
IOSR Journals
 
E011133639
E011133639E011133639
E011133639
IOSR Journals
 
D011132635
D011132635D011132635
D011132635
IOSR Journals
 
C011131925
C011131925C011131925
C011131925
IOSR Journals
 
B011130918
B011130918B011130918
B011130918
IOSR Journals
 
A011130108
A011130108A011130108
A011130108
IOSR Journals
 
I011125160
I011125160I011125160
I011125160
IOSR Journals
 
H011124050
H011124050H011124050
H011124050
IOSR Journals
 
G011123539
G011123539G011123539
G011123539
IOSR Journals
 
F011123134
F011123134F011123134
F011123134
IOSR Journals
 
E011122530
E011122530E011122530
E011122530
IOSR Journals
 
D011121524
D011121524D011121524
D011121524
IOSR Journals
 

More from IOSR Journals (20)

A011140104
A011140104A011140104
A011140104
 
M0111397100
M0111397100M0111397100
M0111397100
 
L011138596
L011138596L011138596
L011138596
 
K011138084
K011138084K011138084
K011138084
 
J011137479
J011137479J011137479
J011137479
 
I011136673
I011136673I011136673
I011136673
 
G011134454
G011134454G011134454
G011134454
 
H011135565
H011135565H011135565
H011135565
 
F011134043
F011134043F011134043
F011134043
 
E011133639
E011133639E011133639
E011133639
 
D011132635
D011132635D011132635
D011132635
 
C011131925
C011131925C011131925
C011131925
 
B011130918
B011130918B011130918
B011130918
 
A011130108
A011130108A011130108
A011130108
 
I011125160
I011125160I011125160
I011125160
 
H011124050
H011124050H011124050
H011124050
 
G011123539
G011123539G011123539
G011123539
 
F011123134
F011123134F011123134
F011123134
 
E011122530
E011122530E011122530
E011122530
 
D011121524
D011121524D011121524
D011121524
 

Recently uploaded

Engineering Standards Wiring methods.pdf
Engineering Standards Wiring methods.pdfEngineering Standards Wiring methods.pdf
Engineering Standards Wiring methods.pdf
edwin408357
 
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
PriyankaKilaniya
 
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
PIMR BHOPAL
 
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
nedcocy
 
AI for Legal Research with applications, tools
AI for Legal Research with applications, toolsAI for Legal Research with applications, tools
AI for Legal Research with applications, tools
mahaffeycheryld
 
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
shadow0702a
 
Gas agency management system project report.pdf
Gas agency management system project report.pdfGas agency management system project report.pdf
Gas agency management system project report.pdf
Kamal Acharya
 
Object Oriented Analysis and Design - OOAD
Object Oriented Analysis and Design - OOADObject Oriented Analysis and Design - OOAD
Object Oriented Analysis and Design - OOAD
PreethaV16
 
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Sinan KOZAK
 
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
IJECEIAES
 
Curve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods RegressionCurve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods Regression
Nada Hikmah
 
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf
Yasser Mahgoub
 
Generative AI Use cases applications solutions and implementation.pdf
Generative AI Use cases applications solutions and implementation.pdfGenerative AI Use cases applications solutions and implementation.pdf
Generative AI Use cases applications solutions and implementation.pdf
mahaffeycheryld
 
Properties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptxProperties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptx
MDSABBIROJJAMANPAYEL
 
Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...
Prakhyath Rai
 
Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...
bijceesjournal
 
Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...
IJECEIAES
 
Null Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAMNull Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAM
Divyanshu
 
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
ydzowc
 
Embedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoringEmbedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoring
IJECEIAES
 

Recently uploaded (20)

Engineering Standards Wiring methods.pdf
Engineering Standards Wiring methods.pdfEngineering Standards Wiring methods.pdf
Engineering Standards Wiring methods.pdf
 
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...
 
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
 
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
 
AI for Legal Research with applications, tools
AI for Legal Research with applications, toolsAI for Legal Research with applications, tools
AI for Legal Research with applications, tools
 
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
 
Gas agency management system project report.pdf
Gas agency management system project report.pdfGas agency management system project report.pdf
Gas agency management system project report.pdf
 
Object Oriented Analysis and Design - OOAD
Object Oriented Analysis and Design - OOADObject Oriented Analysis and Design - OOAD
Object Oriented Analysis and Design - OOAD
 
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024
 
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
 
Curve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods RegressionCurve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods Regression
 
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf
 
Generative AI Use cases applications solutions and implementation.pdf
Generative AI Use cases applications solutions and implementation.pdfGenerative AI Use cases applications solutions and implementation.pdf
Generative AI Use cases applications solutions and implementation.pdf
 
Properties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptxProperties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptx
 
Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...
 
Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...
 
Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...
 
Null Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAMNull Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAM
 
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
 
Embedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoringEmbedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoring
 

Design and Simulation of MEMS Based Gyroscope

  • 1. IOSR Journal of Electrical and Electronics Engineering (IOSR-JEEE) e-ISSN: 2278-1676,p-ISSN: 2320-3331, Volume 5, Issue 6 (May. - Jun. 2013), PP 23-30 www.iosrjournals.org www.iosrjournals.org 23 | Page Design and Simulation of MEMS Based Gyroscope Sujit Kumar, B. Hemalatha Department of Instrumentation and Control EngineeringSRM University, KattankulathurChennai, Tamilnadu- 603203, India Abstract: This paper represents a MEMS based gyroscope to measure orientation. Silicon-micro-machined gyro is fabricated on the basis of resonators and they use vibrating mechanical element to sense rotation. The vibratory measurement can be done by measuring the change in capacitance with respect to the voltage or force applied in particular axis. Here MEMS based gyroscope has been designed from Lame mode resonator which is a square plate. The additional benefits by using the gyroscope are lower sensor cost, power consumption, more robustness, higher shock resistance. In this paper, also sensitivity of the geometry and change of capacitance has been shown. Index Terms –Coriolis Force, Gyroscope, MEMS. I. INTRODUCTION Equipment for sensing, which includes the cameras, navigational instruments, electronic imaging devices etc., are frequently carried by moving vehicle for different purposes and operated in the vehicle, such as airplane which undergoes rotational motion about its center of rotation. MEMS based gyroscope is an inertial sensor which provides the angular orientation of such sensing equipment. Gyroscope has two mode– driving and sensing mode.Proposed design of gyroscope is in 3-axis whose working principle is based on the transfer of energy between driving mode & sensing mode of gyroscope which is caused by Coriolis acceleration.Whenever gyroscope will be subjectedto rotate in respective rotating axis then sensing mode will sense that rotation in terms of change in capacitance. A significant costdriver in traditional stabilization systems is thegyroscope. With the advanced technology of MEMS, MEMS based gyroscope has been applied to automotive application, robotic & military application for different purpose. MEMS gyroscopes have a wide application spectrum in the automotive and consumer electronics markets [1]. This is due to their reduced costs, size and integration capability. Vibrating micro-machined gyroscopes that utilize vibrating elements to induce and detect coriolis force have been effectively implemented and demonstrated in various micromachining-based batch fabrication processes. II. WORKING PRINCIPLE OF A GYROSCOPE A Gyroscope is a sensor that measures the rate of rotation of an object. Since gyroscope has two modes for actuating and sensing. Vibrating gyroscopes must be driven at resonance in order to function as angular rate sensors. This direction will be referred as the drive direction. When the device is rotated along the rotation axis, a coriolis force is induced in the sense direction which will be orthogonal to both axis. The force will excite the device in sense direction into resonance mode. The sense direction is orthogonal to both the drive direction and the rotation axis. The sense and drive direction, can be viewed as a mass-spring damper system. Hence, a gyroscope can be viewed as a two degrees-of-freedom (2-DOF) mass-spring damper system whereby, one degree of freedom is the drive direction, and the second degree of freedom orthogonal to the first is the sense direction. Fig 1.0: Generic model of a gyroscope The coriolis acceleration is an apparent acceleration that arises in the rotation reference frame and it is proportional to the rate of rotation. The coriolis force couples the sense and drive directions of the gyroscope (figure 1.1). For understanding the dynamics and principle of operation of a gyroscope, the equations of motions of a simple mass-spring damper system (figure 1.1) has been derived [4].
  • 2. Design and Simulation of MEMS Based Gyroscope www.iosrjournals.org 24 | Page Fig 1.1: Two degrees-of-freedom (2-DOF) mass-spring damper system We can write mathematical model equation. ∑F=𝑚 𝜕2 𝑦 𝜕𝑡 2 + 𝑐 𝜕𝑦 𝜕𝑡 + 𝑘𝑦(1) Where, F = actuation force on the drive direction m = mass of proof body c = damping coefficient k = spring constant Equation (1) holds in the inertial frame, where angular rotation is zero. For observing the actual vibration of the body in the rotating frame, Coriolis force induced due to rotation must be taken into consideration[5]. The acceleration experienced by a moving body in a rotating frame can be derived starting with the following definitions of figure 1.2 Fig. 1.2: Time derivative of a vector in a rotating frame When the mass is driven along the y-direction by an external force F(t)=𝐹0 sin 𝜔t and it is subjected to a constant angular rate(Ω), a Coriolis force F˙=(2mΩ ∂y ∂t )is inducedin then x-direction. In this case, the equation ofmotion is m 𝜕2 𝑦 𝜕𝑡 2 + 𝑘1 𝜕𝑦 𝜕𝑡 +𝑐1 𝑦 = 𝐹0 𝑠𝑖𝑛𝜔𝑡(2) m 𝜕2 𝑥 𝜕𝑡 2 + 𝑘2 𝜕𝑥 𝜕𝑡 +𝑐2 𝑥 = 2mΩ ∂y ∂t (3) III. Mechanical Design of a MEMS Gyroscope Most conventional micro mechanical gyroscopes developed are resonant sensors, they are basically resonators. These types of resonating sensors are having high bias stability, sensitivity, amplifications and immune to environmental interference. In this work the gyroscope has been made from a lame-mode resonator. Fig. 1.4: Structure of MEMS Based Gyroscope A micro-machined vibrating rate gyroscope shown in Fig. 1.4, in which the mass is supported by four anchors. The oscillator is 415mm×535 mm×10 mm in size. It is driven by means of comb electrodes, and there are
  • 3. Design and Simulation of MEMS Based Gyroscope www.iosrjournals.org 25 | Page fourother comb electrodes to tune the frequency [1], [2]. When AC and DC voltages are applied to the comb electrodes in driving direction, the mass oscillates along the y-direction drive mode. An externally induced rotation about the z-axis, angular rate(Ω) produces a deflection in the x-direction due to the Coriolis force. This deflection of proof mass has been detected as a change in the capacitance between the mass and the detection electrode. If the frequencyresponse mismatch (∆f) between the drive and sense modes is small, the detection mode enhances the deflection. Following materials and properties has been used for: For Proof mass and anchors: Single Crystal Silicon For Comb Electrodes: Gold Lame mode resonator The architecture of MEMS based gyroscope is a combination of a comb drive-mode oscillator thatinduces and sustains a constant linear or angular momentum, which has been coupled to a sense-modecoriolis accelerometer that detects the Coriolis force induced due to thecombination of the drive actuation and an angular rate input in the respective axis.In this project, the structure of the lame-mode resonator is a square plate (figure 1.4). Theplate is supported by 4 anchors. Two electrodes are used for exciting the resonator, four tosense the resonator motion [2]. The primary mode of vibration is a Lame-mode, in which theedges of the square plate bend in anti-phase, so preserving the volume of the plate Figure 1.4. 3.1 Resonator theory Resonating systems are executed by equations of motion with one degree of freedom. Theresonator can be represented as a one dimensional mechanical damper system (figure 1.5). Wecan derive the equations as specified in equation (1) for governing the motion of the one dimensional damper system Fig 1.5: One degrees-of-freedom (1-DOF) mass-spring damper system IV. MEMS Based Gyroscope Simulation For this project, simulation has been carried out with COMSOL Multiphysics 4.3 to analyze the performance and optimize the design of the MEMS based Gyroscope. The Eigen frequency analysis of drive & sense mode and application of force over the proof mass has been described. 4.1 Eigen Frequency analysis Eigen Frequency is one of the frequency at which an oscillatory system can vibrate.The main reason for this analysis is to know the different eigen frequencies of the rectangular plate. For each and different
  • 4. Design and Simulation of MEMS Based Gyroscope www.iosrjournals.org 26 | Page eigenfrequencies, proof mass of the plate vibrates and give different deflection. From the eigen frequency analysis, maximum deflection of proof mass can be shown. Fig. 1.6: Deflection of the proof mass at 21906.47525 Hz. Table 1.0: Deflection of proof mass for different Eigen frequencies. Frequency response of rectangular proof mass of the lame mode has been shown in graph 1.0 & 1.1. This has been done by giving the force in respective direction of the drive and sense mode of the proof mass. Fig. 1.7: Frequency response plot of the Drive Mode of the geometry Fig 1.8: Frequency response plot of sense mode of the geometry. The above two graphs has been shown of frequency response for drive mode (graph 1.0) and for sense mode (graph 1.1). The Frequency response of these two modes must be matched closely in order to enhance the performance of the MEMS based gyroscope. In order to match the drive mode and sense mode of gyroscope, the width of the anchors of the rectangular plate has been varied by using a COMSOL script to match the two Eigen freque ncy(in Hz) 2190 6.475 25 37699 .7354 6 38374. 30952 4 1.854 415e 5 2.494 785e 5 2.515 951e 5 Deflec tion (in𝜇𝑚) 5.551 9 1.066 9 1.0795 1.195 6 1.997 2.472 2
  • 5. Design and Simulation of MEMS Based Gyroscope www.iosrjournals.org 27 | Page resonance frequencies. Below graph 1.2 has been shown for resonance frequency versus thickness of the anchors, which is drawn by giving no boundary load and voltage to the geometry during simulation. Fig 1.9: A plot of resonance frequency VersusThickness of the anchors Fig 1.10: A plot deflection of geometry versus thickness of the anchors at resonance frequency 10.0167 Hz. Fig 1.11: A plot deflection of geometry versus thickness of the anchors at resonance frequency 12.5133 Hz. This figure 1.10 has been obtained from COMSOL multiphysics. From the plot, it has been deduced that,thickness of 525 𝜇𝑚 and 260 𝜇𝑚of anchors, made the drive and sense mode matched. V. Results and Discussion The simulated result has been shown in this paper. The Eigen frequency analysis has been done in which proof mass of the MEMS based gyroscope has deflected for each Eigen frequency through which a change in capacitance can be measured. Maximum deflection of proof mass of 5.5519 𝜇𝑚has been noticed in this analysis. Also it has been proved that deflection of the proof mass has been changed as varying the width of anchors for both drive & sense mode of the geometry. The figure 1.11 has been shown for voltage distribution over the proof mass when a electric potential has been applied to the geometry in Y- direction i.e. in direction of drive mode.
  • 6. Design and Simulation of MEMS Based Gyroscope www.iosrjournals.org 28 | Page Fig. 1.12: Voltage Distribution over the proof mass. 5.1 Capacitive detection The deflection of the proof mass has been measured in terms of change in capacitance by keeping a plate same as the size of the proof mass below the proof mass and distance between both plates has been covered by dielectric medium of 150𝜇𝑚. The sense electrode of the geometry is parallel to the rectangular proof mass. The parallel capacitance between the electrode and the proof mass is C= 𝜀0 𝐴 𝑑 (4) Where, 𝜀0= permittivity of the free space, A=area between the sense electrode and the Rectangular plate and d = gap between the electrode and the Rectangular plate When the device has been sensed by sense electrode in terms of change in capacitance between the sense electrode and device with deflection caused by coriolis force. The change in capacitance △ 𝐶 has been calculated as shown in equation: △ 𝐶 = 𝜀0 𝐴 𝑑−△𝑑 − 𝜀0 𝐴 𝑑 (5) The change in capacitance is a nonlinear function of displacement in variable-gap capacitors. However, in the case that△d ≤ d, the change in capacitance varies linearly to the displacement. △ 𝐶 = 2𝐴𝜀0 𝑑2 △ 𝑑(6) In the presence of angular rotation, the device vibrates in sense mode. The asymmetrical shape of the sense mode results in the gap capacitances on the side sense electrode. 𝐶𝑠+ = 𝜀0 𝐴 𝑑−△𝑑 (7) 𝐶𝑠− = 𝜀0 𝐴 𝑑+△𝑑 (8) This change in capacitances has been measured and this measured value has been converted into voltage V1 &V2 by connecting the two OP-AMPs on either side of the sense electrodes as shown in figure 1.12.
  • 7. Design and Simulation of MEMS Based Gyroscope www.iosrjournals.org 29 | Page Fig. 1.13: Capacitive readout topology. Fig. 1.14: Differential amplifier. To detect the change in differential voltage of the pair of sensing electrodes of each side, differential amplifier has been used as shown in above figure 1.13. In case of this project design with parameter: A= width*height = 415×535 (𝜇𝑚)2 𝜀0 = 8.85× 10−12 𝐹 𝑚 d= 150 𝜇𝑚 △ 𝑑 = 5.5519 𝜇𝑚 From equation (6) the change in capacitance has been calculated as△ 𝐶 = 0.145 𝑝𝐹. Hence, sensitivity of the capacitive readout of the given geometry has been assumed as change in capacitance value i.e. 0.145 𝑝F. Now next step is to measure current due to sense mode oscillation. This has been done by imposing a constant DC bias voltage 𝑉𝑑𝑐 over the sense electrode with capacitance 𝐶𝑠 = 𝐶𝑠𝑒𝑛 +△ 𝐶𝑠 𝑒 𝑗𝑡𝜔 𝑠 (9) Current becomes 𝑖 𝑠 = 𝜕 𝜕𝑡 [𝑉𝑑𝑐 𝐶𝑠(𝑡)] (10) 𝑖 𝑠 = 𝑉𝑑𝑐 𝜔𝑠 △ 𝐶𝑠 𝑒 𝑗𝑡𝜔 𝑠 (11) Hence expected current of this topology for given geometry with𝜔𝑠 = 2 × 𝜋 × 21906.47525 ,△ 𝐶𝑠 = 0.145 𝑝𝐹𝑉𝑑𝑐 = 5 𝑉 𝑖 𝑠 = 5 × 2 × 𝜋 × 21906.47525 × 0.145 × 10−12 A 𝑖 𝑠 = 0.9979 × 10−7 A Now voltage has been calculated by using the value of feedback resistors. Value of the feedback resistors depends on the amplification. △ 𝑉 = 𝐾𝑑 × 𝑖 𝑠(12) △ 𝑉 = 0.5 𝑀Ω × 0.9979 × 10−7 A
  • 8. Design and Simulation of MEMS Based Gyroscope www.iosrjournals.org 30 | Page △ 𝑉 = 49.895 𝑚𝑉 Furthermore, for improving the sensitivity, overall sensing area should be increased. However, the gap between the sensing electrode and the proof mass is the major factor that defines the capacitance sensitivity. This has been noticed from equation (6), in which change in capacitance △ 𝐶 varies inversely to the square of the gap (d) and linear to the overlap area. VI. Conclusions In this paper a simulation of MEMS based gyroscope has been presented. The overview of this geometry has been given. MEMS based gyroscope has been designed to resonate in its fundamental mode and it has been exited by external comb drive electrode and sensed by comb sense electrode. This geometry enabled the matching of the drive mode and sense mode frequency by varying the width of the anchors of the geometry. The sensitivity of the given geometry for capacitive readout is 0.145 𝑝𝐹 and for the frequency of 21906.47525 Hz, change in voltage has been calculated which is equal to 49.895 mV. References [1] DamrongritPiyabongkarn and Rajesh Rajamani“The Development of a MEMS Gyroscope for AbsoluteAngle Measurement”, Department of Mechanical Engineering University of Minnesota Minneapolis, MN 55455, Proceedings of the American ControlConference Anchorage, AK May 8-10, 2002 [2] P.J. Ngana, J.J. Koning “Design, modelling and simulation of a High Frequency MEMS Gyroscope in 1.5um SOI”, 2009(903-906), Proceedings of the Euro sensors XXIII conference. [3] Yoichi Mochida, Masaya Tamura “A micro-machiened vibrating rate gyroscope with independent beams for the drive and detection modes” Yokohama Technical Center, Murata Manufacturing, 1-18-1, Hakusan, Midori-ku, Yokohama 226-0006, Japan , Sensors and Actuators 80 (2000) 170–178 [4] Jianli Li, Jiancheng Fang, Haifeng Dong, Ye Tao “Structure design and fabrication of a novel dual-mass Resonant output micromechanical gyroscope” MicrosystemsTechnol (2010) 16:543–552, DOI 10.1007/s00542-009-0998-8, 2010. [5] Marcelo C. Algrain and James Quin “Accelerometer Based Line-of-Sight Stabilization Approach for Pointing andTracking Systems” Second IEEE Conference on Control Applications, September 13 – 16, 1993 Vancouver, B.C