Question: Let x = [pr. Py] the x and y component of the position of a robot. Consider the following sensor model: m2 m 123

Let x = [pr. Py] the x and y component of the position of a robot. Consider the following sensor model: m2 m

Let x = [pr. Py] the x and y component of the position of a robot. Consider the following sensor model: m2 m 123 m 0 P 0.5 P 1 0.5 -0.5 0.5] = From the measurement devices, you obtain the following values [mi, m2, m3, ms] = [0.8961118,-0.04937679, 0.29680553, 0.982085]. 1. Assuming that each sensor has a uniform measurement-error statistic, obtain the following: a. The mathematical expression of the criterion to be optimized. (2 points) b. The estimate of the position of the robot x that optimises the criterion in a. (3 points) 2. If it turns out that the sensors have different measurement errors statistics, where the variances for sensors i= 1,...,4 are 10-,2 x 10-,3 x 10-, and 4 x 10-, respectively, then obtain the following: a. The mathematical expression of the criterion to be optimized taking into account the different sensor's measurement noise variances. (2 points) b. The estimate of the position of the robot x that optimises the criterion in a. (3 points)

Step by Step Solution

3.30 Rating (147 Votes )

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock

Part 1 a Mathematical Expression of the Criterion to be Optimized The criterion to be optimized can ... View full answer

blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Programming Questions!