Abstract
The demand for a more sophisticated
underwater robotic technology that minimizes the cost and eliminates the need
for human operator and is therefore capable of operating autonomously becomes
apparent. These requirements led to the development of Autonomous Underwater
Vehicles (AUVs). A key problem with autonomous underwater vehicles is being
able to navigate in a generally unknown environment. The available underwater
sensor suites have a limited capability to cope with such a navigation problem.
In practice, no single sensor in the underwater environment can provide the
level of accuracy, reliability and the coverage of information necessary to
perform underwater navigation to cent percent safety.
In order to navigate accurately an
AUV needs to employ a navigation sensor with a high level of accuracy and
reliability. It is therefore necessary to use a number of sensors and combine
their information to provide the necessary navigation capability. To achieve
this, a multi sensor data fusion (MSDF) approach, which combines data from
multiple sensors and related information from associated databases, can be
used. The aim of this paper is to survey previous work and recent development
in AUV navigation and to introduce MSDF techniques as a means of improving the AUV's
navigation capability.
Introduction
Dead reckoning is a mathematical
means to determine position estimates when the vehicle starts from a known
point and moves at known velocities, the present position is equal to the time
integral of the velocity. Measurement of the vector velocity components of the
vehicle is usually accomplished with a compass (to obtain direction) and a
water speed sensor (to obtain magnitude), The principal problem is that the
presence of an ocean current can add a velocity component to the vehicle, which
is not detected by the speed sensor.
An Inertial Navigation System (INS)
is a dead reckoning technique that obtains position estimates by integrating
the signal from an accelerometer, which measures the vehicle's acceleration.
The vehicle position is obtained by double integration of the acceleration. The
orientation of the accelerometer is governed by means of a gyroscope, which
maintains either a fixed or turning position as prescribed by some steering
function. The orientation may also, in principle, be determined by integration
of the angular rates of the gyroscope. Both the accelerometer and the gyroscope
depend on inertia for their operation.
A dead reckoning navigation system
is attractive mainly because it uses sensors that are able to provide fast
dynamic measurements. Unfortunately in practice, this integration leads to
unbounded growth in position error with time due to the noise associated with
the measurement and the nonlinearity of the sensors, and there is no built-in
method for reducing this error.
Two types of dead reckoning sensors
have been widely employed in AUVs: Inertial Measurements Units (IMUs) and
Doppler velocity sonar (DVS). DVS sensors provide measurement of a velocity
vector with respect to the sea floor. However, these results can only be
achieved when the speed of sound in the AUV's area of operation does not vary
significantly as a result of changes in the salinity, temperature and density
of the water.
Radio
Navigation
Radio navigation systems mainly use
the Global Positioning System (GPS). The GPS is a satellite-based navigational
system that provides the most accurate open ocean navigation available. GPS
consists of a constellation of 24 satellites that orbit the earth in 12 hours.
The GPS based navigation system is
used extensively in surface vessels as these vehicles can directly receive
signals radiated by the GPS. Unfortunately, these signals have a limited
water-penetrating capability. Therefore to receive the signals, an antenna
associated with an AUV employing a GPS system must be clear and free of water.
There are three possible antenna configurations to meet this requirement. These
are fixed, retractable, or expendable antennas. A fixed antenna is a non-moving
antenna placed on the outside of the AUV.
The AUV has to surface to expose
this antenna and stay surfaced until the required information has been received
and processed adequately. A retractable antenna is one that the AUV would
deploy while still submerged. When the required information is received, the
antenna is retracted back to the AUV .The expendable antenna works along the
same principle as the retractable antenna, except that it is used once and
discarded. When required, another antenna would be deployed.
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