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CIV4100 - Autonomous vehicle systems - S1 2025

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Given a component of an automated car (AV) controlling its speed to be always lower than the maximum speed permitted within Melbourne CBD. 

The rules are as follows

  • During school time during weekday (8:00-9:30 AM and 2:30-4:00 PM, inclusive the starting and ending times), the maximum speed is 40 km/h.
  • During other time of weekdays or during weekend, the maximum speed is 60 km/h.

There are two inputs for this function:

  • The first input is a 3-character string: “Mon”, “Tue”, “Wed”, “Thu”, “Fri”, “Sat”, “Sun”.
  • The second input is a whole integer number, e.g., 1610 for the time of 4:10 PM. 

The output of this component (function) is a floating point (real) number representing maximum speed, say 50 for “50km/h”. When the data are incorrect, it returns -1.

Question: How many equivalent partitions in the above problem?

 

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Which white-box testing method is standardised by ISO?

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Security testing is categorised to which type?

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What is a ROS topic?

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What is a ROS parameter?

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What is a ROS node?

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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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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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Choose TWO CORRECT descriptions.

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