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2
votes
0answers
77 views

Wheeled Mobile Robot State Estimation Model Using Odometry

I have a process model update that follows the form: $$ \mathbf{x}_{k|k-1} = \mathbf{x}_{k-1|k-1} + \delta \mathbf{x}_k, $$ where $\mathbf{x}_{k-1|k-1}$ is the posterior estimate from the last ...
2
votes
0answers
227 views

Visual SLAM for wheeled robot

I would appreciate your help for choosing the appropriate real-time SLAM algorithm. I am interested in having autonomous robot, thus a SLAM component is needed for autonomous navigation. The ...
4
votes
3answers
1k views

Plotting location using wheel encoder data

Context: I am working with the SFU Mountain Dataset [http://autonomylab.org/sfu-mountain-dataset/] The UGV image - via the SFU Mountain Dataset website: I have used the following state update ...
3
votes
2answers
505 views

Multi-Rate Sensor Fusion using EKF

Context: I have an IMU(a/g/m) + Wheel Odometry measurement data that I'm trying to fuse in order to localize a 2D (ackermann drive) robot. The state vector ...
3
votes
1answer
429 views

Accurate Wheeled Robot Odometry

I'm looking for a "good" algorithm/model for wheeled odometry estimation. We have encoders on the two back wheels of the tricycle robot, and IMU on the controller board. Currently we use MEMS gyro for ...
2
votes
2answers
952 views

2 wheeled, 2 motor robot control

I decided to work on a 2 wheeled robot position mapping problem. For that I have 2 DC motors with encoders from pololu. I have the following two questions: Do I need to know the model of each motor ...