Questions tagged [imu]

Inertial Measurement Unit

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29 views

Angular movement of a controlled arm relative to an object via Two IMUs

I've been tasked to use two YEI 3-space sensors (IMUs) to detect the azimuth and elevation (altitude in the image below) angle of a moving arm with respect to a fixed object, with a sensor on the end ...
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24 views

Custom implementation of robot_localization package

I plan to implement a sensor fusion of IMU + Visual odometry using an EKF. I came across the excellent robot_localization package which does pretty much all that I want. However, I need to use perform ...
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23 views

Angular rate controller

I try to design an attitude controller with cascaded PD-P structure (angle-angular rate) for well-known quadrotor dynamics according to the thesis. I use an imu as expected in order to get the angle(...
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25 views

Dead reckoning position estimation

I attached two quadrature optical encoders to the wheel of the mobile robot. I also have imu6050 attached to the breadboard to calculate the orientation of the wheel mobile robot localization. I want ...
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9 views

Wrist's displacement calculation with IMU

My project is about to track the writer's wrist movements with IMU ( with a 3-axis accelerometer, gyro, and magnetometer). I have seen some claims that tracking object in 3-axis is not an easy task ...
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27 views

How to calculate relative rotation between two IMU's

I'm trying to obtain the relative rotation between two IMU's. In order to verify the quality of the orientation delivered by the IMU (quaternions), I attached both IMUs to a rigid body (bar) but ...
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20 views

get position of objects using ir

I originally wanted to make a shoddy vr system with two IMU's in two seperate right and left controllers, which their values could be sent over wifi to the game service unity so I can plot their ...
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51 views

Estimation of pitch, roll, yaw angles: synthesis of an observer or IMU?

Dear Robotics Specialists, I want to contact you for advice. I am developing a control system for complex parallel mechanisms like what I presented in this thread. Formulas for calculating the ...
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57 views

Measurements of IMU (accelerometer and gyroscope) are drifted or with too much error

I placed my drone on a table (i.e, at rest) and save (using a ROS topic) the IMU readings: As you can see, there's a lot of drift or error. I would expect the $x$ and $y$ acceleration to be 0 (I know ...
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40 views

Is it possible to track position using gyroscope and accelerometer without a magnetometer?

I'm looking for help on a project where I will be placing sensor data in 3D space using augmented reality. Most solutions I have found for finding position with an IMU involve the magnetometer, but ...
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16 views

Compute tangential acceleration of a specific point using IMU data?

I have a question about using datas coming from an imu on a vehicle. The IMU is placed near the rear wheel axle of the vehicle. The reference frame for vehicle control is placed between rear wheels. ...
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38 views

I2c arduino connection

I am working on a wheel mobile robot which with multiple sensors which are IMU, two encoders, four ultrasonic sensors and using two Arduino: Uno and Mega. The IMU, encoders and the ultrasonic sensors ...
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81 views

Extended Kalman filtering for IMU and Encoder

I am trying to fuse IMU and encoder using extended Kalman sensor fusion technique. how do I fuse IMU pitch, roll with the orientation data I obtained from the encoder. Also, how do I use my position x ...
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25 views

Algorithms for IMU sensors calibration in real time on arduino due?

Im working on a 10 DOF IMU system for quadcopter project. I understand the need for sensor calibration but uptil now I have seen offline ways to compute the calibration offsets/biases, where we take a ...
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Can someone help me understanding reference frames in OxTS data in KITTI Vision Benchmark dataset?

If anyone has worked with KITTI dataset, can you explain the reference frame used in roll pitch yaw values? I downloaded the raw data from this link: http://www.cvlibs.net/datasets/kitti/raw_data.php ...
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30 views

How can i fusion gyroscope and accelerometer when accelerometer has only roll,pitch val?

I'm currently studying IMU Sensor with 6dof(gyro and accelerometer). My goal is to get Orientation of robot, and i found out that only 6dof imu sensor wouldn't be possible to get a correct Orientation ...
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Object Avoidance Using Intel Realsense

Are there any open source projects that use intel realsense for object avoidance and navigating to a destination?
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28 views

Intel Realsense Cameras for Object Avoidance and SLAM to go to destination

My goal is to make a UAV which can search an area while avoiding obstacles. I figured I would navigate using the SLAM and Intel Realsense D435i (a stereoscopic camera with an IMU built in), but all of ...
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72 views

How to Correct for Gyroscopic Drift?

I know similar questions have been asked before, but I have researched for hours now and have not been able to find a viable solution. I have a Raspberry Pi 4 and the Adafruit LSM9DS1 IMU, which has ...
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58 views

Some Kalman filter implementation queries

Just to clear some doubts: Qn 1. Does kalman filter require constant time step? From my own study, it does not seem necessary to have a constant time step. You just need to take into account time ...
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73 views

Yaw, Pitch, Roll rate concepts and how to calculate them with an IMU

I need help understanding the difference from Y/P/R rate and the data that I can get from a gyroscope. I am using the raw readings of my IMU (MPU9250) and the Madwick Filter to calculate a quaternion ...
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23 views

MPU6050 Gyro rotaion always around Y axis

I am using an MPU6050 IMU. I did a small experiment having Z-axis pointing upwards. 1. Rotate 90deg around Z-axis (yaw) and back to the original position 2. Rotate 90deg around X-axis (roll) and back ...
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73 views

Yaw from IMU acceleration

When IMU is gravity aligned, yaw is not observable from linear acceleration data. However, when IMU has non null pitch, the sensor is not gravity aligned anymore and the gravity acceleration gets ...
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15 views

Gyroscope signal when mounted on a deflated tire

Before I do the experiment, I am a bit confused about the expected signals provided by a 3-axis gyroscope (angular velocities vs. time) mounted on the edge of a (slightly) deflated car tire when the ...
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34 views

How does one estimate motion from sparse encoders and IMU-Gyro data?

I have a robot which has (for simplicity) only one degree of freedom; it rotates about the z-axis (think like a crane), and has no slip. The shaft encoder delivers data in 0.1° increments, so when ...
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16 views

Yaw from quaternion with non zero pitch

If IMU is gravity aligned, pitch is zero and yaw is unobservable. If IMU is not gravity aligned, pitch is non zero and yaw is observable. Question: given an input quaternion with non null pitch, how ...
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22 views

Optical flow inputs

I'm reading how the optical flow of my quadcopter works. The output of the optical flow that interests me is the linear (horizontal) velocity: $v_x$ and $v_y$. Here (page 10) it says that it fuses the ...
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30 views

IMU + odometer SLAM techniques without vision and depth

Consider a mobile robot provided with a contact sensor that randomly travels in a closed environment, changing direction every time an obstacle is encountered. Is it possible to reconstruct the 2D map ...
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82 views

Complementary filter for gyroscope and accelerometer

I am trying to understand how the complementary filter works. I did some research and i found this: I am confused about the noise and drift before any filter is applied. I have 2 questions: In the ...
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47 views

Does Vehicle Yaw angle measures same at every point on it? If not, how to translate yaw rotation to COG of the vehicle from different point?

I am using an IMU to measure the yaw rotation angle of a car. I need to translate the rotation measured to COG of the vehicle. I can ignore roll and pitch as I am driving it on a flat surface. So, ...
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64 views

How does sensor fusion help in robot localization

Good day... Sorry for bigner quesion, but really I need some friendly explanation rather than long reference I have 9 dof mpu9250 imu and gps. I found some source that calculate euler angle in ardunio ...
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68 views

IMU based joint angle measurement

Let us assume we have a two 2-DoF robot. Both axes rotate around x. And the goal is to measure the joint angle values with the roll value from IMUs attached on each link. However, the problem is that ...
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29 views

Catching drift from IMU with if…else

recently I tried to measure yaw angle with MPU6050 and MahonyAHRS algorithm. As expected, the yaw angle consistently drifts. But I could see that the changes caused by the drift are much smaller ...
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107 views

How to estimate yaw angle from magnetometer and gyroscope?

I'm using the MPU9250, it measures acceleration, magnetometer, gyro, etc. Complementary filter tutorial for this is here, however this tutorial does not have a magnetometer and I do, thus I thought I ...
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1answer
151 views

How to get position (X Y values) from a USB optical mouse

I want to use an optical mouse to measure displacement in X and Y direction of my robot. I'm using Ubuntu mate 18.04 on raspberry pi and wrote the following python code : ...
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1answer
87 views

Accelerometer and gyroscope noise and bias

I am doing an EKF (Extended Kalman Filter) to fusion Visual Odometry with IMU information. I am using a ROS package called ethzasl-msf (I am using the multi sensor fusion because then I have to add ...
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2answers
51 views

Is the information on the following link logical?

I cannot comment on the original answer, so I had to ask like this. I am trying to learn IMU's, accelerometers, gyros etc. for a while. So I came across with this answer below, https://engineering....
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135 views

Gyro yaw drift compensation

I'm looking for some kind of filter, algorithm which will allow me to compensate gyro yaw drift using heading of magnetometer. My project requires only yaw measurments and both sensors are flat. Is ...
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75 views

What is required to get the roll, pitch and yaw of an aerial vehicle?

TL, DR : What is the method(in terms of sensors and algorithm) to get the roll, pitch and yaw of an aircraft at any instant. I am planning to build a hobby aircraft. I am so confused about which kind ...
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95 views

How to understand the coordinate systems of IMU outputs in the KITTI raw data?

I am learning how to use the raw data of the KITTI data set. The raw data means that KITTI provides its raw sensor outputs. I focus that the IMU raw outputs (accelerations and angular rates) are shown ...
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1answer
62 views

MPU6050 gyroscope giving wrong measure

i am trying to make an angle meter, using the UNO and MPU6050, following joop brokking video tutorials, when utilizing the accelerometer, the results are fine, however when i try to use gyroscope ...
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23 views

Differences between strapdown inertial navigation and motion models

In a state estimation scheme with a simple IMU/GNSS setup using EKF, I have always thought the prediction step would be done using a motion model and all sensor measurements would be incorporated via ...
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1answer
9 views

Integreation Method In Dr with 3 Sources

I'm searching a navigation method to find my location while dead reckogning (gps signals jammed) with an imu and gsm based navigation results. In short i have 3 sources: Gsm Based Navigation ( gives ...
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1answer
210 views

How to read data from the VN100 IMU on Ubuntu?

Hi I have a VectorNav VN100S Development kit, which has VN100 IMU unit. I want to set it up with Ubuntu 16.04 and ROS Kinetic, but unable to read anything from the VN-100. So far I have been ...
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1answer
406 views

Aliexpress bought BNO055 UART connection

I bought a BNO055 module from Aliexpress which is shown in the picture below. I am able to read the IMU data in an Arduino nano from this BNO055 via an I2C connection. Now, I want to connect it to a ...
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637 views

IMU and encoder fusion

I'm trying to simulate data fusion for a 4-wheeled mobile robot using ekf and am using IMU and wheel encoders as sensors,where IMU measures linear acceleration and angular velocity and encoder ...
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2answers
365 views

Navigation - GPS + IMU; how to make it more accurate?

Currently, I am trying to navigate a small robot car to point A from my current position. The car has a GPS sensor and a BNO055 IMU(Gyro + Mag + Acc). I know the GPS co-ordinates of point A. Using the ...
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52 views

Kalman filter to fuse ultrasonic altitude sensor and accelerometer

I'm a little confused on how to set up the Kalman filter matrices to fuse an ultrasonic altitude sensor and accelerometer from IMU. I am trying to implement this for a quadcopter. And what I'm ...
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1answer
132 views

How is the GPS fused with IMU in a kalman filter?

I've been trying to understand how a Kalman filter used in navigation without much success, my questions are: The gps outputs latitude, longitude and velocity. While the IMU outputs acceleration and ...
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65 views

How to accurately navigate from one GPS coordinate to another using just GPS & IMU? [duplicate]

I'm looking for ways to accurately navigate from one GPS location to another. I have a GPS sensor and an IMU. I can calculate the distance with the help of GPS I believe and with the help of ...