From d6ec7324a79cde25fc8f2063e283846fc7bd110d Mon Sep 17 00:00:00 2001 From: Iori Yanokura Date: Tue, 16 Jan 2024 14:19:30 +0900 Subject: [PATCH] Adjust scale for acc and gyro --- rcb4/armh7interface.py | 9 +++++ rcb4/units.py | 33 +++++++++++++++++++ .../node_scripts/rcb4_ros_bridge.py | 5 +-- 3 files changed, 45 insertions(+), 2 deletions(-) create mode 100644 rcb4/units.py diff --git a/rcb4/armh7interface.py b/rcb4/armh7interface.py index c665feee..8287ed4f 100644 --- a/rcb4/armh7interface.py +++ b/rcb4/armh7interface.py @@ -35,6 +35,7 @@ from rcb4.struct_header import ServoStruct from rcb4.struct_header import SystemStruct from rcb4.struct_header import WormmoduleStruct +from rcb4.units import convert_data armh7_variable_list = [ @@ -638,6 +639,14 @@ def read_rpy(self): cs = self.memory_cstruct(Madgwick, 0) return [cs.roll, cs.pitch, cs.yaw] + def read_imu_data(self): + cs = self.memory_cstruct(Madgwick, 0) + acc = convert_data(cs.acc, 8) + q_wxyz = np.array([cs.q0, cs.q1, cs.q2, cs.q3], dtype=np.float32) + gyro = convert_data(cs.gyro, 2000) + gyro = np.deg2rad(gyro) + return q_wxyz, acc, gyro + def gyro_norm_vector(self): g = self.memory_cstruct(Madgwick, 0).gyro n = np.sqrt(g[0] ** 2 + g[1] ** 2 + g[2] ** 2) diff --git a/rcb4/units.py b/rcb4/units.py new file mode 100644 index 00000000..c037dc10 --- /dev/null +++ b/rcb4/units.py @@ -0,0 +1,33 @@ +import numpy as np + + +def convert_data(raw_data, range_g): + """Convert raw 16-bit signed integer data + + Convert raw 16-bit signed integer accelerometer data + to actual values. + + Parameters + ---------- + raw_data : int or np.ndarray + Raw data, expected as 16-bit signed integers. + range_g : float + The measuring range of the accelerometer in ±g, e.g., 8, 16, 32, 64. + + Returns + ------- + float or np.ndarray + The actual values in g. Returns a float if the input is + a scalar, or np.ndarray if the input is an array. + + Examples + -------- + >>> convert_data(16000, 8) + 3.91 + + >>> convert_data(np.array([16000, -16000]), 8) + np.array([3.91, -3.91]) + """ + max_value = 32767 + conversion_factor = (range_g * 2) / (max_value * 2) + return np.array(raw_data) * conversion_factor diff --git a/ros/kxr_controller/node_scripts/rcb4_ros_bridge.py b/ros/kxr_controller/node_scripts/rcb4_ros_bridge.py index 3b2ef5a9..0c133351 100644 --- a/ros/kxr_controller/node_scripts/rcb4_ros_bridge.py +++ b/ros/kxr_controller/node_scripts/rcb4_ros_bridge.py @@ -330,12 +330,13 @@ def create_imu_message(self): msg = sensor_msgs.msg.Imu() msg.header.frame_id = self.imu_frame_id msg.header.stamp = rospy.Time.now() - q_wxyz = self.arm.read_quaternion() + q_wxyz, acc, gyro = self.arm.read_imu_data() (msg.orientation.w, msg.orientation.x, msg.orientation.y, msg.orientation.z) = q_wxyz - _, gyro = self.arm.gyro_norm_vector() (msg.angular_velocity.x, msg.angular_velocity.y, msg.angular_velocity.z) = gyro + (msg.linear_acceleration.x, msg.linear_acceleration.y, + msg.linear_acceleration.z) = acc return msg def run(self):