Thursday, 27 November 2014

Inertial Navigation System

Inertial Navigation:

Inertial navigation is a self-contained navigation technique in which measurements provided by accelerometers and gyroscopes are used to track the position and orientation of an object relative to a known starting point, orientation and velocity. Inertial measurement units (IMUs) typically contain three orthogonal rate gyroscopes and three orthogonal accelerometers, measuring angular velocity and linear acceleration respectively. By processing signals from these devices it is possible to track the position and orientation of a device.

Inertial navigation is used in a wide range of applications including the navigation of aircraft, tactical and strategic missiles, spacecraft, submarines and ships. Recent advances in the construction of MEMS devices have made it possible to manufacture small and light inertial navigation systems. These Advances have widened the range of possible applications to include areas such as human and animal motion capture.

Inertial System Configurations:

Nearly all IMUs fall into one of the two categories outlined below. The difference between the two catagories is the frame of reference in which the rate-gyroscopes and accelerometers operate. Throughoutthis report we will refer to the navigation system’s frame of reference as the body frame and to the frame of reference in which we are navigating as the global frame, as shown in Figure 1.



Figure 1: The body and global frames of reference.

Inertial System Configurations:

Stable Platform Systems:

In stable platform type systems the inertial sensors are mounted on a platform which is isolated from any external rotational motion. In other words the platform is held in alignment with the global frame. This is achieved by mounting the platform using gimbals (frames) which allow the platform freedom in all three axes, as shown in Figure 2. The platform mounted gyroscopes detect any platform rotations. These signals are fed back to torque motors which rotate the gimbals in order to cancel out such rotations, hence keeping the platform aligned with the global frame. To track the orientation of the device the angles between adjacent gimbals can be read using angle pick-offs. To calculate the position of the device the signals from the platform mounted accelerometers are double integrated. Note that it is necessary to subtract acceleration due to gravity from the vertical channel before performing the integration. The stable platform inertial navigation algorithm is shown in Figure 3.



Figure 2: A stable platform IMU.





Figure 3: Stable platform inertial navigation algorithm..

Strap down Systems:

In strap down systems the inertial sensors are mounted rigidly onto the device, and therefore output quantities measured in the body frame rather than the global frame. To keep track of orientation the signals from the rate gyroscopes are ‘integrated’. To track position the three accelerometer signals are resolved into global coordinates using the known orientation, as determined by the integration of the gyro signals. The global acceleration signals are then integrated as in the stable platform algorithm. This procedure is shown in Figure 4.


Figure 4: Strapdown inertial navigation algorithm.

Stable platform and strap down systems are both based on the same underlying principles. Strapdown systems have reduced mechanical complexity and tend to be physically smaller than stable platform systems. These benefits are achieved at the cost of increased computational complexity. As the cost of computation has decreased strapdown systems have become the dominant type of INS.


Gyroscopes:

Types of Gyroscope:

In this section the main types of gyroscope are presented. Note that this is far from an exhaustive list. In particular there are many different varieties of mechanical gyroscope which are not described. 

Mechanical:

A conventional gyroscope consists of a spinning wheel mounted on two gimbals which allow it to rotate in all three axes, as show in Figure 5. An effect of the conservation of angular momentum is that the spinning wheel will resist changes in orientation. Hence when a mechanical gyroscope is subjected to a rotation the wheel will remain at a constant global orientation and the angles between adjacent gimbals will change. To measure the orientation of the device the angles between adjacent gimbals can be read using angle pick-offs. Note that a conventional gyroscope measures orientation. In contrast nearly all modern gyroscopes are rate-gyros, which measure angular velocity.


The main disadvantage of mechanical gyroscopes is that they contain moving parts. Moving parts cause friction, which in turn causes the output to drift over time. To minimize friction high-precision bearings and special lubricants are used, adding to the cost of the device. Mechanical gyroscopes also require a few minutes to warm up, which is not ideal in many situations.



Figure 5: A conventional mechanical gyroscope

Optical:

A fibre optic gyroscope (FOG) uses the interference of light to measure angular velocity. A FOG consists of a large coil of optical fibre. To measure rotation two light beams are fired into the coil in opposite directions. If the sensor is undergoing a rotation then the beam travelling in the direction of rotation will experience a longer path to the other end of the fibre than the beam travelling against the rotation, as illustrated in Figure 6. This is known as the Sagnac effect. When the beams exit the fibre they are combined. The phase shift introduced due to the Sagnac effect causes the beams to interfere, resulting in a combined beam whose intensity depends on the angular velocity. It is therefore possible to measure the angular velocity by measuring the intensity of the combined beam.

Ring laser gyroscopes (RLGs) are also based on the Sagnac effect. The difference between a FOG and RLG is that in a RLG laser beams are directed around a closed path using mirrors rather than optical fibre. Unlike mechanical gyroscopes, optical gyros contain no moving parts and require only a few seconds to start-up. The accuracy of an optical gyro is largely dependent on the length of the light transmission path (larger is better), which is constrained by the size of device.

Figure 6: The Sagnac effect.
MEMS Gyroscopes:

Despite years of development, mechanical and optical gyroscopes still have high part counts and a requirement for parts with high-precision tolerances and intricate assembly techniques. As a result they remain expensive. In contrast MEMS sensors built using silicon micro-machining techniques have low part counts (a MEMS gyroscope can consist of as few as three parts) and are relatively cheap to manufacture. MEMS gyroscopes make use of the Coriolis effect, which states that in a frame of reference rotating at angular velocity !, a mass m moving with velocity v experiences a force:

Fc = 2m(w× v)

MEMS gyroscopes contain vibrating elements to measure the Coriolis effect. Many vibrating element geometries exist, such as vibrating wheel and tuning fork gyroscopes. The simplest geometry consists of a single mass which is driven to vibrate along a drive axis, as shown in Figure 7. When the gyroscope is rotated a secondary vibration is induced along the perpendicular sense axis due to the Coriolis force. The angular velocity can be calculated by measuring this secondary rotation.
At present MEMS sensors cannot match the accuracy of optical devices, however they are expected to do so in the future. Below is a list of the advantageous properties of MEMS sensors.

Ø  small size;
Ø  low weight;
Ø  rugged construction;
Ø  low power consumption;
Ø  short start-up time;
Ø  inexpensive to produce (in high volume)


Figure 7: A vibrating mass gyroscope

Accelerometers:

Types of Accelerometer:

An accelerometer can be broadly classified as either a mechanical or solid state device. In this section these three types of accelerometer are described,

 Mechanical

A mechanical accelerometer consists of a mass suspended by springs, as shown in Figure 8. The displacement of the mass is measured using a displacement pick-off, giving a signal that is proportional to the force F acting on the mass in the direction of the input axis. Newton’s second law F = ma is then used to calculate the acceleration acting on the device.

Figure 8: A mechanical accelerometer
Solid State:

Solid-state accelerometers can be broken into various sub-groups, including surface acoustic wave, vibratory, silicon and quartz devices. Solid state accelerometers are small, reliable and rugged. An example of a solid-state accelerometer is the surface acoustic wave (SAW) accelerometer. A SAW accelerometer consists of a cantilever beam which is resonated at a particular frequency, as shown in Figure 9. A mass is attached to one end of the beam which is free to move. The other end is rigidly attached to the case. When an acceleration is applied along the input axis the beam bends. This causes the frequency of the surface acoustic wave to change proportionally to the applied strain. By measuring this change in frequency the acceleration can be determined.

Figure 9: A surface acoustic wave accelerometer

MEMS Accelerometers:

Micro-machined silicon accelerometers use the same principles as mechanical and solid state sensors. There are two main classes of MEMS accelerometer. The first class consists of mechanical accelerometers (i.e: devices which measure the displacement of a supported mass) manufactured using MEMS techniques. The second class consists of devices which measure the change in frequency of a vibrating element caused by a change of tension, as in SAW accelerometers.