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Attitude and Heading Reference Systems Questions and Answers

41.

Statement I: A Kalman filter can estimate the gyro biases themselves.

Statement II: A fixed complementary filter can also estimate them.

In the light of the above statements, choose the correct answer.

Answer: A

Correct answer: Statement I is correct but Statement II is incorrect

Statement I is correct. A Kalman filter can include the gyro biases as states in its model, so that each time the accelerometer or magnetometer reference disagrees with the propagated attitude, the filter attributes part of the discrepancy to bias and updates its estimate. The biases are then subtracted from the raw rates continuously.

Statement II is incorrect. A fixed complementary filter has no states beyond the blended output and no covariance to reason with; it can only suppress the effect of a bias through its crossover, never estimate the bias itself. That capability is one of the main reasons the Kalman formulation displaced it.

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42.

Statement I: Coning compensation must run at a high rate.

Statement II: Coning arises from oscillation faster than a slow integration loop can follow.

In the light of the above statements, choose the correct answer.

Answer: B

Correct answer: Both Statement I and Statement II are correct

Both statements are correct and the second explains the first. Coning arises when two axes oscillate simultaneously, typically at airframe vibration frequencies, and because finite rotations do not commute the resulting attitude drift is invisible to an integration loop too slow to resolve the oscillation.

The compensation term must therefore be computed at a rate well above those frequencies - commonly a few hundred hertz or more - even though the outer filter that blends in the reference sensors may update far more slowly. Splitting the computation this way keeps the fast, error-critical part cheap while the slower blending runs at a comfortable rate.

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43.

Arrange the steps of ground alignment in order:

1. The aircraft is held stationary

2. Accelerometers sense the gravity vector and establish level

3. Heading is established from the magnetometer or by gyro compassing

4. Initial gyro biases are estimated

5. The system declares itself aligned and available

Select the correct sequence.

Answer: C

Everything afterwards is computed as a change from this initial state, so an error here persists for the whole flight. Movement during alignment corrupts the gravity reference, which is why the aircraft must be held still.

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44.

Arrange the signal path through a strapdown attitude solution:

1. Rate gyros measure angular rate in body axes

2. The rates are integrated to update the attitude matrix

3. Accelerometer and magnetometer measurements are compared with the prediction

4. The filter corrects the attitude and updates the bias estimates

5. Attitude and heading are output to the displays

Select the correct sequence.

Answer: D

Prediction from the gyros comes first and correction from the reference sensors second, which is the basic structure of every such filter. The bias estimates improve on each cycle, which is what bounds the long term drift.

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45.

Arrange these attitude reference technologies in the order they entered service:

1. Gimballed spinning mass vertical gyros

2. Gimballed inertial platforms

3. Strapdown systems with ring laser gyros

4. Strapdown systems with micro-electromechanical sensors

Select the correct sequence.

Answer: A

Correct answer: 1, 2, 3, 4

The sequence follows the technology. Gimballed spinning mass vertical gyros (1) are the earliest, dating from the interwar period and providing attitude alone. Gimballed inertial platforms (2) followed, adding accelerometers on a stabilised platform to give full navigation from the 1950s.

Strapdown systems with ring laser gyros (3) came once processors could perform the coordinate transformation in software, from the 1970s and 1980s. Strapdown systems with micro-electromechanical sensors (4) are the most recent, bringing the architecture within reach of general aviation and unmanned aircraft from the 1990s onward.

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46.

Arrange these events as a gyro bias corrupts an unaided attitude solution:

1. A small constant bias exists on one gyro

2. Integration accumulates the bias into an attitude error

3. The error grows linearly with elapsed time

4. The accelerometer reference disagrees with the computed attitude

5. The filter corrects the attitude and revises the bias estimate

Select the correct sequence.

Answer: B

Correct answer: 1, 2, 3, 4, 5

The chain runs from cause to correction. A small constant bias exists on one gyro (1); the attitude algorithm integrates the rate, so the bias accumulates into an attitude error (2), which grows linearly with elapsed time (3) because the offset is constant.

Eventually the error is large enough that the accelerometer-derived vertical disagrees with the computed attitude (4), and the filter uses that residual both to correct the attitude and to revise its estimate of the bias (5). The last step is what distinguishes a Kalman filter from a fixed blend: it does not merely mask the symptom, it learns the cause.

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47.

Arrange these steps of detecting and excluding a failed unit in a triple installation:

1. Three units each compute an independent solution

2. The solutions are compared pairwise

3. One unit is found to disagree with both others

4. Median voting excludes the outlier

5. The system continues on the two agreeing units

Select the correct sequence.

Answer: C

Correct answer: 1, 2, 3, 4, 5

The steps run in the order the logic requires. Each of the three units first computes an independent solution (1); the solutions are then compared pairwise (2), which is what makes disagreement visible.

The comparison shows that one unit disagrees with both of the others (3), identifying it as the outlier - something two units could never establish. Median voting then excludes it (4), and the system continues on the two that agree (5). Independence at step 1 is essential: units sharing a sensor, a power supply or a common calculation could fail together and defeat the vote.

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48.

Consider the following sensor and measured quantity pairs:

Rate gyro triad - Angular rate about three axes

Accelerometer triad - Specific force along three axes

Magnetometer - Direction of the earth's magnetic field

Accelerometer triad - Angular displacement directly

How many of the pairs given above are correctly matched?

Answer: D

Correct answer: Only three

Three pairs are right. The rate gyro triad measures angular rate about three axes; the accelerometer triad measures specific force along three axes; and the magnetometer measures the direction of the earth's magnetic field.

The fourth is wrong. An accelerometer triad does not measure angular displacement, directly or otherwise - it senses specific force, and attitude is inferred from it only by resolving the gravity vector, and only while the aircraft is unaccelerated. Angular displacement is obtained by integrating the gyros, never by reading an accelerometer.

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49.

Consider the following error and growth law pairs:

Gyro bias - Attitude error growing linearly with time

Angle random walk - Error growing with the square root of time

Accelerometer bias in navigation - Position error growing with the square of time

Scale factor error - Error independent of the motion

How many of the pairs given above are correctly matched?

Answer: A

Correct answer: Only three

Three pairs are right. Gyro bias gives attitude error growing linearly with time; angle random walk gives error growing as the square root of time; and an accelerometer bias in a navigation solution gives position error growing with the square of time, since it is integrated twice.

The fourth is wrong. A scale factor error is an error in the sensor's gain, so its effect is proportional to the motion being measured: it vanishes when the aircraft is still and is largest in a fast roll. Independence from the motion describes bias, not scale factor.

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50.

Consider the following pairs of technique and what it establishes:

Levelling on the accelerometers - Initial pitch and roll

Gyro compassing - True heading from earth rate

Magnetometer reading - Magnetic heading

Coning compensation - Initial position

How many of the pairs given above are correctly matched?

Answer: B

Correct answer: Only three

Three pairs are right. Levelling on the accelerometers establishes initial pitch and roll from the sensed gravity vector; gyro compassing establishes true heading from the horizontal component of earth rate; and a magnetometer reading gives magnetic heading.

The fourth is wrong. Coning compensation is a correction applied during attitude integration to account for the non-commutativity of rotations under two-axis oscillation. It establishes nothing about position - an attitude and heading reference system does not compute position at all.

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