Comments (7)
Hello,
Have you solved your problem?
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No
from gps_imu_kalman_filter.
Will push a fix by tonight. It's basically the jacobian of the matrix.
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Apologies for the delay,
here's how you can compute the jacobian of the dynamic matrix A
# Calculate the Jacobian of the Dynamic Matrix A
# see "Calculate the Jacobian of the Dynamic Matrix with respect to the state vector"
a13 = float((x[3]/x[4]) * (np.cos(x[4]*dt+x[2]) - np.cos(x[2])))
a14 = float((1.0/x[4]) * (np.sin(x[4]*dt+x[2]) - np.sin(x[2])))
a15 = float((dt*x[3]/x[4])*np.cos(x[4]*dt+x[2]) - (x[3]/x[4]**2)*(np.sin(x[4]*dt+x[2]) - np.sin(x[2])))
a23 = float((x[3]/x[4]) * (np.sin(x[4]*dt+x[2]) - np.sin(x[2])))
a24 = float((1.0/x[4]) * (-np.cos(x[4]*dt+x[2]) + np.cos(x[2])))
a25 = float((dt*x[3]/x[4])*np.sin(x[4]*dt+x[2]) - (x[3]/x[4]**2)*(-np.cos(x[4]*dt+x[2]) + np.cos(x[2])))
JA = np.matrix([[1.0, 0.0, a13, a14, a15, 0.0],
[0.0, 1.0, a23, a24, a25, 0.0],
[0.0, 0.0, 1.0, 0.0, dt, 0.0],
[0.0, 0.0, 0.0, 1.0, 0.0, dt],
[0.0, 0.0, 0.0, 0.0, 1.0, 0.0],
[0.0, 0.0, 0.0, 0.0, 0.0, 1.0]])
This is a python implementation. So, you'll have to convert it to C++
This is based off of work from @balzer82.
from gps_imu_kalman_filter.
There might be a mistake that you wrote" const double r13 = turn_radius * (-cos(dt * psi_dot) + psi);" in utils.cpp
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@karanchawla Would be nice, if you mention the Author of this code snipped, because I released it under CC-BY 2.0 License.
from gps_imu_kalman_filter.
Definitely. Apologies for not doing that. Will add it to the Readme as well.
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Related Issues (16)
- Can you give me some instructions about your state variables and state transfer function? HOT 2
- jacobian calculate error HOT 4
- How to compile and use this program
- After some hard work, I got the wrong answer HOT 3
- help needed to use this package HOT 2
- GPS datas HOT 1
- where is the calculate_jacobian function
- what's the ground truth?
- No example data Data.csv HOT 8
- Yes, I will upload it once I get home tonight. HOT 1
- can you give me some details about the main.c? GpsIns have not beed called? HOT 1
- papers HOT 1
- example data HOT 1
- read_imu_data and read_gps_data function not being called? HOT 1
- Main loop for the filter
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