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CIV4100 - Autonomous vehicle systems - S1 2025

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This question examines your answer to "TASK 2 – Line Fitting with LiDAR" on the Topic 4 Practice Class Worksheet.

Suppose that xi denotes the value of the ith x-coordinate. Suppose that 

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 denotes the measured height of the data point at xi. Suppose that ei denotes the difference between
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 and the true height of the road at xi. Then, the squared error criterion to be minimised can be written as

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,

where:

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This question examines your answer to "TASK 1 - Linear Kalman Filter" on the Topic 4 Practice Class Worksheet.

Performing the final prediction step (i.e., 𝑘 = 6) with dt=0.01; Q=0 and and R=0.5, which option below best represents the estimated state  

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?

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This question examines your answer to "TASK 1 - Linear Kalman Filter" on the Topic 4 Practice Class Worksheet.

Performing the third additional prediction step (i.e., 𝑘 = 4) with dt = 0.01; Q=0 and R =0.5, Which option below best represents the estimated covariance of the state 

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?

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Choose TWO CORRECT descriptions.

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