Ig3314081417

Selva Vasanth M / International Journal of Engineering Research and Applications
(IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 3, May-Jun 2013, pp.1408-1417
1408 | P a g e
EMBEDDED SOFTWARE DESIGN & IMPLEMENTATION
FOR PLATFORM STABILIZATION USING MEMS
Selva Vasanth M
Department Of ECE, M.E Embedded System, Sathyabama University,Chennai-119,
Tamil Nadu, India
ABSTRACT
Platform stabilization is more important
in most of the large scale applications like the oil
well and nuclear product based processing
machines and systems. So stabilization of that
machinery is more important, failing to do so
may cause a major damage to the society and
which may even lead to an accident. Hence to
avoid those kinds of accidents and damage,
manual monitoring of those large systems and
making necessary changes is practically
impossible. This can be fully automated using the
MEMS technology which will be more accurate
and reliable in stabilizing the platform thereby
making the whole system safe. Outcome of the
project will be a cost effective method of
stabilizing a platform and making the needful
changes so that the platform or any system is
stable. The process is automated by using MEMS
technology and with the help of Microcontroller.
Keywords: MEMS(Micro Electro Mechanical
Systems), Microcontroller, Automation.
I. INTRODUCTION
MEMS (Micro electro Mechanical systems)
have their applications in Modern cell phones,
accelerometers and widely as many kinds of
electronic sensors. Their small size and its accuracy
make it an important tool in many modern day
applications. In my project we are using an
accelerometer sensor for calculating displacement of
big platforms and stabilize them by driving the
motors that counter acts for the displacement.
Accelerometer is used to calculate the acceleration
in terms of g- force (Gravitational force). By
knowing the g- force we can find acceleration in any
particular axis. We are using LIS302-DL
accelerometer sensor that can be interfaced through
I2C bus. This can be fully automated using the
MEMS (Micro Electro Mechanical Systems)
technology which will be more accurate and reliable
in stabilizing the platform thereby making the whole
system safe. The main idea behind this technology is
measuring the acceleration with respect to the
direction of the gravitational force from a device
which is placed at a fixed position in the system and
by reading the data from the MEMS
device, the angle of all 3 axes is found with respect
to the gravitational force for every one second.
When there is a change in the value of the
angle which will be detected by the microcontroller
which communicates with the MEMS device. When
a tilt or change in position of any of the axes is
detected the microcontroller is programmed in such
a way to drive 3 motors which are connected to the
output of the microcontroller. The monitoring
process is continuous and every second’s change is
responded by the controller and the output to drive
the motors to stabilize the platform. Renesas
M16C/65 Microcontroller is used as the heart of the
system for the automating the whole process.
LIS302DL is the accelerometer which is used to
sense the acceleration of the system.
II. BLOCK DIAGRAM AND
EXPLANATION
Fig. 1.Block Platform stabilization using MEMS
and Microcontroller.

1409 | P a g e
Fig. 2. Graphical representation of the MEMS
device which obeys at the rate of 2.5V and their
output modulation (proposed by ST-Micro
Systems (LIS302DL)).
Fig.1 illustrates that the MEMS device which is just
mean time connected with the Analogy to Digital
Converter for more accuracy and this is fed in to the
controller for processing. In this mean time the
MEMS device which illustrates that it produces the
reading in the range of 0-255 readings in a time scale
based on the value of sensory production in all the
X, Y and Z-axis slotted in the Fig.2. They are
capable of producing the output sequentially through
the I2C communication network. And the incoming
values are stored in the buffer calculated and
processed in the meantime and also in a regular time
scale. Whenever there is a request from the
controller the MEMS device have to initialize and
produces the output through the I2C bus. And the
value change remains periodically according to their
state if there is any deflection found in that value’s
the controller gets alerted and to drive the motor
with the help of motor driver circuits. Here in this
project proposal can be made with the help of
simulation instead of the motor driver and control.
III. HARDWARE DESCRIPTION
Micro Electro Mechanical Systems (MEMS)
Accelerometer (LIS302DL):
The LIS302DL is an ultra-compact low-
power three axes linear accelerometer. It includes a
sensing element and an IC interface able to provide
the measured acceleration to the external world
through I2C/SPI serial interface. The sensing
element, capable of detecting the 17 acceleration, is
manufactured using a dedicated process developed
by ST to produce inertial sensors and actuators in
silicon. The IC interface is manufactured using a
CMOS process that allows designing a dedicated
circuit which is trimmed to better match the sensing
element characteristics. The LIS302DL has
dynamically user selectable full scales of ± 2g/± 8g
and it is capable of measuring accelerations with an
output data rate of 100 Hz or 400 Hz.A self-test
capability allows the user to check the functioning of
the sensor in the final application. The device may
be configured to generate inertial wake-up/free-fall
interrupt signals when a programmable acceleration
threshold is crossed at least in one of the three axes.
Thresholds and timing of interrupt generators are
programmable by the user. The LIS302DL is
available in plastic Thin Land Grid Array package
(TLGA) and it is guaranteed to operate over an
extended temperature range from -40 °C to +85 °C.
The LIS302DL belongs to a family of products
suitable for a variety of applications:
Free-fall detection, Motion activated
functions, gaming and virtual reality input devices,
Vibration monitoring and compensation
Features
The LIS302DL have many important and
useful features. Features of the MEMS IC
LIS302DL are listed below:
1.8 V compatible IOs
8g dynamically selectable full
Scale.
-test
Block Diagram
The LIS302DL MEMS architecture
includes Multiplexer, Analog to Digital Converter
and Control unit. The input for the MEMS is taken
from the movement of the object in which it is
mounted. And the output is given to the master
device by using I2C interface or SPI interface. The
Block Diagram of the LIS302DL in Figure .3 as
follows
Fig. 3. Block Diagram of LIS302Dl proposed by
ST Microsystems.

1410 | P a g e
RENESAS M16/C65 MICROCONTROLLER
Features
The M16C/65 Group microcomputer
(MCU) incorporates the M16C/60 Series CPU core
and flash memory, employing sophisticated
instructions for a high level of efficiency. This MCU
has 1 Mbyte of address space (expandable to 4
Mbytes), and it is capable of executing instructions
at high speed. In addition, the CPU core boasts a
multiplier for high-speed operation processing.
Power consumption is low, and the M16C/65 Group
supports operating modes that allow additional
power control. The MCU also uses an anti-noise
configuration to reduce emissions of electromagnetic
noise and is designed to withstand electromagnetic
interference (EMI). By integrating many of the
peripheral functions, including the multifunction
timer and serial interface, the number of system
components has been reduced.
Block Diagram
Fig .4 The Block Diagram of the 100 pin M16C/65
proposed by RENUSAS.
The M16C/65 Group includes 128-pin,
100-pin, and 80-pin packages. In this project we use
100 pin IC package. The Block Diagram of the 100
pin M16C/65 is shown in Figure 4.
Fig .5 The Pin Assignment of the 100 pin
M16C/65 (RENUSAS)
I2C INITIALIZATION
I2C Introduction
I2C (Inter-Integrated Circuit) generically
referred to as "two-wire interface" is a multi-master
serial single-ended computer bus invented by Philips
that is used to attach low-speed peripherals to a
motherboard, embedded system, cellphone, or other
electronic device. In my project I used to
Operations
I2C uses only two bidirectional open-drain
lines, Serial Data Line (SDA) and Serial Clock
(SCL), pulled up with resistors. Typical voltages
used are +5 V or +3.3 V although systems with other
voltages are permitted. The I2C reference design
has a 7-bit address space with 16 reserved addresses,
so a maximum of 112 nodes can communicate on
the same bus. Common I2C bus speeds are the 100
kbit/s standard mode and the 10 kbit/s low-speed
mode, but arbitrarily low clock frequencies are also
allowed. Recent revisions of I2C can host more
nodes and run at faster speeds (400 kbit/s Fast mode,
1 Mbit/sFast mode plus or Fm+, and 3.4 Mbit/s High
Speed mode). These speeds are more widely used on
embedded systems than on PCs. There are also other
features, such as 16-bit addressing.Note that the bit
rates quoted are for the transactions between master
and slave without clock stretching or other hardware
overhead. Protocol overheads include a slave
address and perhaps a register address within the
slave device as well as per-byte ACK/NACK bits.
So the actual transfer rate of user data is lower than
those peak bit rates alone would imply. For example,
if each interaction with a slave inefficiently allows
only 1 byte of data to be transferred, the data rate

1411 | P a g e
will be less than half the peak bit rate. The
maximum number of nodes is limited by the address
space, and also by the total bus capacitance of 400
pF, which restricts practical communication
distances to a few meters.
Message Protocols
I2C defines three basic types of messages, each of
which begins with a START and ends with a STOP:
slave;
slave;
least two reads and/or writes to one or more slaves.
In a combined message, each read or write begins
with a START and the slave address. After the first
START, these are also called repeated START bits;
repeated START bits are not preceded by STOP bits,
which is how slaves know the next transfer is part of
the same message. Any given slave will only
respond to particular messages, as defined by its
product documentation.Pure I2C systems support
arbitrary message structures. SMBus is restricted to
nine of those structures, such as read word N and
write word N, involving a single slave. PMBus
extends SMBus with a Group protocol, allowing
multiple such SMBus transactions to be sent in one
combined message. The terminating STOP indicates
when those grouped actions should take effect. For
example, one PMBus operation might reconfigure
three power supplies (using three different I2C slave
addresses), and their new configurations would take
effect at the same time: when they receive that
STOP.
In practice, most slaves adopt
request/response control models, where one or more
bytes following a write command are treated as a
command or address. Those bytes determine how
subsequent written bytes are treated and/or how the
slave responds on subsequent reads. Most SMBus
operations involve single byte commands. A sample
schematic with one master (a microcontroller), three
slave nodes (an ADC, a DAC, and a
microcontroller), and pull-up resistors (Rp) is shown
in Fig.6
Fig.6 A sample schematic of I2C Connection
Timing Diagram
Data transfer is initiated with the START
bit (S) when SDA is pulled low while SCL stays
high. Then, SDA sets the transferred bit while SCL
is low (blue) and the data is sampled (received)
when SCL rises (green). When the transfer is
complete, a STOP bit (P) is sent by releasing the
data line to allow it to be pulled up while SCL is
constantly high. The timing diagram of I2C Bus is
given in Figure 7
Fig.7 The timing diagram of I2C Bus.
I2C Operations in MEMS
The transaction on the bus is started
through a START (ST) signal. A START condition
is defined as a HIGH to LOW transition on the data
line while the SCL line is held HIGH. After this has
been transmitted by the Master, the bus is considered
busy. The next byte of data transmitted after the start
condition contains the address of the slave in the
first 7 bits and the eighth bit tells whether the Master
is receiving data from the slave or transmitting data
to the slave. When an address is sent, each device in
the system compares the first seven bits after a start
condition with its address. If they match, the device
considers itself addressed by the Master.
Table .1 SAD+Read/Write patterns
The Slave ADdress (SAD) associated to the
LIS302DL is 001110xb. SDO pad can be used to
modify less significant bit of the device address. If
SDO pad is connected to voltage supply LSb is ‘1’
(address 0011101b) else if SDO pad is connected to
ground LSb value is ‘0’ (address 0011100b). This
solution permits to connect and address two different
accelerometers to the same I2C lines. How the
SAD+Read/Write bit pattern is composed, listing all
the possible configurations are explains in Talbe 3.1
Data transfer with acknowledge is mandatory. The
transmitter must release the SDA line during the
acknowledge pulse. The receiver must then pull the
data line LOW so that it remains stable low during
the HIGH period of the acknowledge clock pulse. A

1412 | P a g e
receiver which has been addressed is obliged to
generate an acknowledge signal after each byte of
data has been received.
The I2C embedded inside the LIS302DL
behaves like a slave device and the following
protocol must be adhered to. After the start condition
(ST) a salve address is sent, once a slave
acknowledge (SAK) has been returned, a 8-bit sub-
address will be transmitted: the 7 LSb represent the
actual register address while the MSB enables
address auto increment. If the MSb of the SUB field
is 1, the SUB (register address) will be automatically
incremented to allow multiple data read/write. The
slave address is completed with a Read/Write bit. If
the bit was ‘1’ (Read), a repeated START (SR)
condition will have to be issued after the two sub-
address bytes; if the bit is ‘0’ (Write) the Master will
transmit to the slave with direction unchanged. The
MEMS configuration settings are given in Figure 8
Fig.8 The MEMS configuration settings
I2C Operations in M16C/65
As mentioned earlier the M16C/65 MCU a
is more complicated device. The following
configuration settings can implemented with the help
of the data sheet only.
IV. Detection of Start and Stop
Conditions
Whether a start or a stop condition has been
detected is determined. A start condition detect
interrupt request is generated when the SDAi pin
changes state from high to low while the SCLi pin is
in the high state. A stop condition detect interrupt
request is generated when the SDAi pin changes
state from low to high while the SCLi pin is in the
high state. Because the start and stop condition
detect interrupts share an interrupt control register
and vector, check the BBS bit in the UiSMR register
to determine which interrupt source is requesting the
interrupt.
Output of Start and Stop Conditions
A start condition is generated by setting the
STAREQ bit in the UiSMR4 register (i = 0 to 2, 5 to
7) to 1 (start).
A restart condition is generated by setting the
RSTAREQ bit in the UiSMR4 register to 1 (start). A
stop condition is generated by setting the STPREQ
bit in the UiSMR4 register to 1 (start). The output
procedure is as follows.
bit to 1 (start).
(output).
3.2.4.3 Arbitration
Un matching of the transmit data and SDAi
pin input data is checked in synchronization with the
rising edge of SCLi. Use the ABC bit in the UiSMR
register to select the point at which the ABT bit in
the UiRB register is updated. If the ABC bit is 0
(update per bit), the ABT bit is set to 1 at the same
time un matching is detected during check, and is set
to 0 when not detected. If the ABC bit is set to 1, if
un matching is ever detected, the ABT bit is set to 1
(un matching detected) at the falling edge of the
clock pulse of the 9th bit. If the ABT bit needs to be
updated per byte, set the ABT bit to 0 (undetected)
after detecting acknowledge for the first byte, before
transmitting/receiving the next byte.
Setting the ALS bit in the UiSMR2 register to 1
(SDA output stop enabled) causes an arbitration-lost
to occur, in which case the SDAi pin is placed in the
high-impedance state at the same time the ABT bit is
set to 1 (un matching detected).
Transmit/Receive Clock
The CSC bit in the UiSMR2 register is used
to synchronize an internally generated clock

1413 | P a g e
(internal SCLi) and an external clock supplied to the
SCLi pin. If the CSC bit is set to 1 (clock
synchronization enabled), if a falling edge on the
SCLi pin is detected while the internal SCLi is high,
the internal SCLi goes low, at which time the value
of the UiBRG register is reloaded with and starts
counting the low-level intervals. If the internal SCLi
changes state from low to high while the SCLi pin is
low, counting stops, and when the SCLi pin goes
high, counting restarts. In this way, the UARTi
transmit/receive clock is equivalent to AND of the
internal SCLi and the clock signal applied to the
SCLi pin. The transmit/receive clock works from a
half cycle before the falling edge of the internal
SCLi 1st bit to the rising edge of the 9th bit. To use
this function, select an internal clock for the
transmit/receive clock.The SWC bit in the UiSMR2
register determines whether the SCLi pin is fixed
low or freed from low-level output at the falling
edge of the 9th clock pulse. If the SCLHI bit in the
UiSMR4 register is set to 1 (enabled), SCLi output is
turned off (placed in the high-impedance state) when
a stop condition is detected.When the SWC2 bit in
the UiSMR2 register is set to 1 (0 output), a low-
level signal can be forcibly output from the SCLi pin
even while transmitting or receiving data. When the
SWC2 bit is set to 0 (transmit/receive clock), a low-
level signal output from the SCLi pin is cancelled,
and the transmit/ receive clock is input and output.If
the SWC9 bit in the UiSMR4 register is set to 1
(SCL hold low enabled) when the CKPH bit in the
UiSMR3 register is 1, the SCLi pin is fixed low at
the falling edge of the clock pulse next to the 9th.
Setting the SWC9 bit to 0 (SCL hold low disabled)
frees the SCLi pin from low-level output.
SDA Output
The data written to bits 7 to 0 (D7 to D0) in
the UiTB register is output in descending order from
D7. The 9th bit (D8) is ACK or NACK. Set the
initial value of SDAi transmit output when IICM is 1
(I2C mode) and bits SMD2 to SMD0 in the UiMR
register are 000b (serial interface disabled).Bits DL2
to DL0 in the UiSMR3 register allow addition of no
delays or a delay of 2 to 8 UiBRG count source
clock cycles to the SDAi output. Setting the SDHI
bit in the UiSMR2 register to 1 (SDA output
disabled) forcibly places the SDAi pin in the high-
impedance state. Do not write to the SDHI bit at the
rising edge of the UARTi transmit/ receive clock.
This is because the ABT bit may inadvertently be set
to 1 (detected).
SDA Input
When the IICM2 bit is 0, the 1st to 8th bits
(D7 to D0) of received data are stored in bits 7 to 0
in the UiRB register. The 9th bit (D8) is ACK or
NACK.When the IICM2 bit is 1, the 1st to 7th bits
(D7 to D1) of received data are stored in bits 6 to 0
in the UiRB register and the 8th bit (D0) is stored in
bit 8 in the UiRB register. Even when the IICM2 bit
is 1, the same data as when the IICM2 bit is 0 can be
read, provided the CKPH bit is 1. To read the data,
read the UiRB register after the rising edge of 9th bit
of the clock.
ACK and NACK
If the STSPSEL bit in the UiSMR4 register
is set to 0 (start and stop conditions not generated)
and the ACKC bit in the UiSMR4 register is set to 1
(ACK data output), the value of the ACKD bit in the
UiSMR4 register is output from the SDAi pin.
If the IICM2 bit is 0, a NACK interrupt request is
generated if the SDAi pin remains high at the rising
edge of the 9th bit of transmit clock pulse. An ACK
interrupt request is generated if the SDAi pin is low
at the rising edge of the 9th bit of the transmit clock.
If ACKi is selected to generate a DMA1 or DMA3
request source, a DMA transfer can be activated by
detection of an acknowledge.
Initialization of Transmission/Reception
If a start condition is detected while the
STAC bit is 1 (UARTi initialization enabled), the
serial interface operates as described below.The
transmit shift register is initialized, and the contents
of the UiTB register are transferred to the transmit
shift register. In this way, the serial interface starts
sending data when the next clock pulse is applied.
However, the UARTi output value does not change
state and remains the same as when a start condition
was detected until the first bit of data is output in
synchronization with the input clock. The SWC bit
is set to 1 (SCL wait output enabled). Consequently,
the SCLi pin is pulled low at the falling edge of the
9th clock pulse.
Schematic of I2C Initialization
The device core is supplied through Vdd
line while the I/O pads are supplied through Vdd_IO
line. Power supply decoupling capacitors (100 nF
ceramic, 10 μF Al) should be placed as near as
possible to the pin 6 of the device (common design
practice). All the voltage and ground supplies must
be present at the same time to have proper behavior
of the IC. It is possible to remove Vdd maintaining
Vdd_IO without blocking the communication
busses, in this condition the measurement chain is
powered off. The functionality of the device and the
measured acceleration data is selectable and
accessible through the I2C/SPI interface. When
using the I2C, CS must be tied high. The functions,
the threshold and the timing of the two interrupt pins
(INT 1 and INT 2) can be completely programmed
by the user though the I2C/SPI interface. The
Schematic of I2C Initialization is shown in Figure 9

1414 | P a g e
Fig.9 The Schematic of I2C Initialization with
MEMS-LIS302DL
I2C Initialization Flow Chart
The step by step process of the I2C
initialization process for the context estimation using
MEMS is given in the Figure 10
Fig.10 I2C Initialization Flow Chart
Work View
In this topic discusses the software tools
used for this project and the step by step
implementation of the project work
High Performance Embedded Workshop
For coding and compiling purposes in this
project we used “The High-performance Embedded
Workshop (HEW)”. It provides a GUI-based
integrated development environment for the
development and debugging of embedded
applications for Renesas microcontrollers. HEW, a
powerful yet easy to use tool suite, features an
industry standard user interface and is designed
using a modular approach seamlessly incorporating
device family-specific C/C++ compilers and the
debugger elements for various debugging platforms
including emulators and evaluation boards. HEW
enables the use of the right tool for each process.
HEW supports multiple tool chain integration
enabling development for any number of projects
under a single user interface. The working
environment of HEW is given in Figure 11.
Fig.11 The working environment of HEW
MOT2BIN
The code generated using HEW is in the
format of MOT (.mot). But we need the HEX (.hex)
file format. For this purpose we used MOT2BIN
converter. It convert MOT files to FDT4 DATA
files.
MAD EDIT
Form MOT2BIN we got the FDT4 DATA
files. For converting this FDT4 DATA files to HEX
files and for the editing of the HEX files we used
Mad Edit. The working environment of Mad Edit is
given in Figure 12

1415 | P a g e
Fig.12 The working environment of Mad Edit
Hyper Terminal
The interface between the system and MCU
is based on the serial communication only. For
writing or downloading programs on the MCU we
need one serial data controller, for that purpose we
used the “Hyper Terminal”. The working
environment of Hyper Terminal is given in Figure
13.
Fig.13 The working environment of Hyper
Terminal
V. RESULTS AND DISCUSSION
The Results that follows shows that the
working of the complete system without any flaw
and making the system efficient for using in real
time. The MEMS device (shown in figure 14) is
used to identify the inclination of the device with
respect to the line of action of the acceleration due to
gravity and also the values of all the other 3 axes
such a the x,y,z are used to make the platform
stabilized.
Fig.14 MEMS device in my board
Initially calibration is done based on the exact
inclination of the platform so that which is the
reference position that needs to be maintained by the
system at any given point of time. So this reference
value is stored in the memory of the micro
controller. This initial setting can be changed
according to the environment. The values that are
taken from the MEMS device every single second is
then stored in an external flash memory so that the
reading can be taken at an instant time for more than
one week. If required this data can be transmitted to
a server through GPRS. Once the value that are
received seems to be shifted from the original value
that needs to be maintained the external 3 axis
motors that are mounted to the base of the system is
driven in the appropriate direction opposite to the
direction of shift of the system so that the system
comes back to the original state. The values are
constantly monitored to make the process very
effective. The 3 axis values are finalized and verified
using Hyper Terminal is given in figure 15&16 as
follows.
MEMS
LIS302DL

1416 | P a g e
Fig.13 HYPERTERMINAL showing results of all X,
Y, and Z axis
Fig.14 HYPERTERMINAL showing results of all
X, Y, and Z axis
VI. CONCLUSION
Platform Stabilization Using MEMS
Technology is successfully implemented. Creating
driver software for the interface between MEMS and
the RENESAS M16C/65 Micro Computer based on
the Inter Integrated Circuit Bus (I2C) technology is
the main part of this project. This driver software is
created and tested successfully. The Platform
Stabilization is obtaining in the form of three
dimensional manners (X-axis, Y-axis, Z-axis) from
the Micro Electro Mechanical Systems (MEMS).We
use a complex Micro Computer of RENESAS
M16c/65 series for interfacing the sensor in I2C
mode.I2C Bus is allow to use a multiple node to
connect in its path. In this technique, to reduce the
usage of Microcontrollers units. In real time Sensor
are slow as compared to clock frequency of
Microcontroller, So reading a MEMS device at a
particular time of interval is good that we don’t lose
any data. Thus a I2C bus prove its efficiency. The
main drawback is that the motor that needs to be
driven should be more efficient and powerful to
stabilize very large sized platforms. Therefore
platform stabilization using MEMS was successfully
implemented by using a MEMS(Micro Electro
Mechanical System) and RENESAS M16c/65. In
future this can be implemented in many other
applications such as AUTO NAVIGATION
SYSTEM IN FLIGHTS, and ROBOTS.
REFERENCES

1417 | P a g e
[1] J.F. Leonard, H. F. Durrant-Whyte, (1991)
"Mobile robot localization by tracking
geometric beacons", IEEE Transactions
Robotics and Automations Vol. 7 No. 3, pp
376-382.
[2] L. Kleeman, ( 1989) "Ultrasonic
autonomous robot localization system",
IEEE international conference Intelligent
Robots and Systems '89 Tsukuba, JAPAN,
pp.212-219 .
[3] K. Hyyppa, (1989) "Lulea turbo turtle
(LTT)", IEEE international conference
Intelligent Robots and Systems '89
Tsukuba, JAPAN, pp.620-623 September
1989.
[4] http://documentation.renesas.com/eng/prod
ucts/.../rej03b0257_16c65ds.pdf
[5] www.renesas.com/products/.../m16c/m16c6
0/m16c65/m16c65_root.
[6] http://en.wikipedia.org/wiki/Microelectrom
echanical_systems
[7] www.memx.com/
[8] www.csa.com/discoveryguides/mems/overv
iew.php
[9] http://en.wikipedia.org/wiki/I%C2%B2C
[10] http://en.wikipedia.org/wiki/G-
force#Horizontal_axis_g-force
[11] www.i2c-bus.org/
[12] http://www.u-blox.com/en/evaluation-tools-
a-software/u-center/u-center.html
[13] Optimal Estimation of Position and
Heading for Mobile Robots Using
Ultrasonic Beacons and Dead-reckoning.
[14] SCA3000 Accelerometer in Speed,
Distance and Energy Measurement.
[15] Datasheets: M16C/65 series

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