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authorHyon Lim (Retina) <limhyon@gmail.com>2013-06-06 21:28:40 +1000
committerHyon Lim (Retina) <limhyon@gmail.com>2013-06-06 21:28:40 +1000
commit6537759dfc58117258610bb64d621da646d7d4ea (patch)
tree8c13d6906d16796e7491b20278bf0966cf1ab0de
parent90fdf35ae549b4a5ef3b0a8f47a9c23d76e9e485 (diff)
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Add detailed documentation for SO3 gains tuning.
USB nsh has been removed.
-rwxr-xr-xnuttx/configs/px4fmu/nsh/defconfig6
-rwxr-xr-xsrc/modules/attitude_estimator_so3_comp/attitude_estimator_so3_comp_main.cpp48
-rwxr-xr-xsrc/modules/attitude_estimator_so3_comp/attitude_estimator_so3_comp_params.c11
3 files changed, 50 insertions, 15 deletions
diff --git a/nuttx/configs/px4fmu/nsh/defconfig b/nuttx/configs/px4fmu/nsh/defconfig
index 94d99112e..02e224302 100755
--- a/nuttx/configs/px4fmu/nsh/defconfig
+++ b/nuttx/configs/px4fmu/nsh/defconfig
@@ -248,7 +248,7 @@ CONFIG_SERIAL_TERMIOS=y
CONFIG_SERIAL_CONSOLE_REINIT=y
CONFIG_STANDARD_SERIAL=y
-CONFIG_USART1_SERIAL_CONSOLE=n
+CONFIG_USART1_SERIAL_CONSOLE=y
CONFIG_USART2_SERIAL_CONSOLE=n
CONFIG_USART3_SERIAL_CONSOLE=n
CONFIG_UART4_SERIAL_CONSOLE=n
@@ -561,7 +561,7 @@ CONFIG_START_MONTH=1
CONFIG_START_DAY=1
CONFIG_GREGORIAN_TIME=n
CONFIG_JULIAN_TIME=n
-CONFIG_DEV_CONSOLE=n
+CONFIG_DEV_CONSOLE=y
CONFIG_DEV_LOWCONSOLE=n
CONFIG_MUTEX_TYPES=n
CONFIG_PRIORITY_INHERITANCE=y
@@ -925,7 +925,7 @@ CONFIG_USBDEV_TRACE_NRECORDS=512
# Size of the serial receive/transmit buffers. Default 256.
#
CONFIG_CDCACM=y
-CONFIG_CDCACM_CONSOLE=y
+CONFIG_CDCACM_CONSOLE=n
#CONFIG_CDCACM_EP0MAXPACKET
CONFIG_CDCACM_EPINTIN=1
#CONFIG_CDCACM_EPINTIN_FSSIZE
diff --git a/src/modules/attitude_estimator_so3_comp/attitude_estimator_so3_comp_main.cpp b/src/modules/attitude_estimator_so3_comp/attitude_estimator_so3_comp_main.cpp
index 9bb749caf..3cbc62ea1 100755
--- a/src/modules/attitude_estimator_so3_comp/attitude_estimator_so3_comp_main.cpp
+++ b/src/modules/attitude_estimator_so3_comp/attitude_estimator_so3_comp_main.cpp
@@ -57,6 +57,7 @@ static bool thread_should_exit = false; /**< Deamon exit flag */
static bool thread_running = false; /**< Deamon status flag */
static int attitude_estimator_so3_comp_task; /**< Handle of deamon task / thread */
static float q0 = 1.0f, q1 = 0.0f, q2 = 0.0f, q3 = 0.0f; /** quaternion of sensor frame relative to auxiliary frame */
+static float dq0 = 0.0f, dq1 = 0.0f, dq2 = 0.0f, dq3 = 0.0f; /** quaternion of sensor frame relative to auxiliary frame */
static float gyro_bias[3] = {0.0f, 0.0f, 0.0f}; /** bias estimation */
static bool bFilterInit = false;
@@ -170,7 +171,7 @@ float invSqrt(float number) {
//! Using accelerometer, sense the gravity vector.
//! Using magnetometer, sense yaw.
-void MahonyAHRSinit(float ax, float ay, float az, float mx, float my, float mz)
+void NonlinearSO3AHRSinit(float ax, float ay, float az, float mx, float my, float mz)
{
float initialRoll, initialPitch;
float cosRoll, sinRoll, cosPitch, sinPitch;
@@ -218,7 +219,7 @@ void MahonyAHRSinit(float ax, float ay, float az, float mx, float my, float mz)
q3q3 = q3 * q3;
}
-void MahonyAHRSupdate(float gx, float gy, float gz, float ax, float ay, float az, float mx, float my, float mz, float twoKp, float twoKi, float dt) {
+void NonlinearSO3AHRSupdate(float gx, float gy, float gz, float ax, float ay, float az, float mx, float my, float mz, float twoKp, float twoKi, float dt) {
float recipNorm;
float halfex = 0.0f, halfey = 0.0f, halfez = 0.0f;
@@ -228,7 +229,7 @@ void MahonyAHRSupdate(float gx, float gy, float gz, float ax, float ay, float az
//! unlikely happen.
if(bFilterInit == false)
{
- MahonyAHRSinit(ax,ay,az,mx,my,mz);
+ NonlinearSO3AHRSinit(ax,ay,az,mx,my,mz);
bFilterInit = true;
}
@@ -306,14 +307,25 @@ void MahonyAHRSupdate(float gx, float gy, float gz, float ax, float ay, float az
gz += twoKp * halfez;
}
- // Integrate rate of change of quaternion
+ //! Integrate rate of change of quaternion
+#if 0
gx *= (0.5f * dt); // pre-multiply common factors
gy *= (0.5f * dt);
gz *= (0.5f * dt);
- q0 +=(-q1 * gx - q2 * gy - q3 * gz);
- q1 += (q0 * gx + q2 * gz - q3 * gy);
- q2 += (q0 * gy - q1 * gz + q3 * gx);
- q3 += (q0 * gz + q1 * gy - q2 * gx);
+#endif
+
+ // Time derivative of quaternion. q_dot = 0.5*q\otimes omega.
+ //! q_k = q_{k-1} + dt*\dot{q}
+ //! \dot{q} = 0.5*q \otimes P(\omega)
+ dq0 = 0.5f*(-q1 * gx - q2 * gy - q3 * gz);
+ dq1 = 0.5f*(q0 * gx + q2 * gz - q3 * gy);
+ dq2 = 0.5f*(q0 * gy - q1 * gz + q3 * gx);
+ dq3 = 0.5f*(q0 * gz + q1 * gy - q2 * gx);
+
+ q0 += dt*dq0;
+ q1 += dt*dq1;
+ q2 += dt*dq2;
+ q3 += dt*dq3;
// Normalise quaternion
recipNorm = invSqrt(q0 * q0 + q1 * q1 + q2 * q2 + q3 * q3);
@@ -528,8 +540,11 @@ const unsigned int loop_interval_alarm = 6500; // loop interval in microseconds
struct sensor_combined_s raw;
memset(&raw, 0, sizeof(raw));
+
+ //! Initialize attitude vehicle uORB message.
struct vehicle_attitude_s att;
memset(&att, 0, sizeof(att));
+
struct vehicle_status_s state;
memset(&state, 0, sizeof(state));
@@ -711,7 +726,7 @@ const unsigned int loop_interval_alarm = 6500; // loop interval in microseconds
// NOTE : Accelerometer is reversed.
// Because proper mount of PX4 will give you a reversed accelerometer readings.
- MahonyAHRSupdate(gyro[0],gyro[1],gyro[2],-acc[0],-acc[1],-acc[2],mag[0],mag[1],mag[2],so3_comp_params.Kp,so3_comp_params.Ki, dt);
+ NonlinearSO3AHRSupdate(gyro[0],gyro[1],gyro[2],-acc[0],-acc[1],-acc[2],mag[0],mag[1],mag[2],so3_comp_params.Kp,so3_comp_params.Ki, dt);
// Convert q->R.
Rot_matrix[0] = q0q0 + q1q1 - q2q2 - q3q3;// 11
@@ -752,14 +767,27 @@ const unsigned int loop_interval_alarm = 6500; // loop interval in microseconds
att.pitch = euler[1] - so3_comp_params.pitch_off;
att.yaw = euler[2] - so3_comp_params.yaw_off;
- /* FIXME : This can be a problem for rate controller. Rate in body or inertial? */
+ //! Euler angle rate. But it needs to be investigated again.
+ /*
+ att.rollspeed = 2.0f*(-q1*dq0 + q0*dq1 - q3*dq2 + q2*dq3);
+ att.pitchspeed = 2.0f*(-q2*dq0 + q3*dq1 + q0*dq2 - q1*dq3);
+ att.yawspeed = 2.0f*(-q3*dq0 -q2*dq1 + q1*dq2 + q0*dq3);
+ */
att.rollspeed = gyro[0];
att.pitchspeed = gyro[1];
att.yawspeed = gyro[2];
+
att.rollacc = 0;
att.pitchacc = 0;
att.yawacc = 0;
+ //! Quaternion
+ att.q[0] = q0;
+ att.q[1] = q1;
+ att.q[2] = q2;
+ att.q[3] = q3;
+ att.q_valid = true;
+
/* TODO: Bias estimation required */
memcpy(&att.rate_offsets, &(gyro_bias), sizeof(att.rate_offsets));
diff --git a/src/modules/attitude_estimator_so3_comp/attitude_estimator_so3_comp_params.c b/src/modules/attitude_estimator_so3_comp/attitude_estimator_so3_comp_params.c
index 1d5e0670a..f962515df 100755
--- a/src/modules/attitude_estimator_so3_comp/attitude_estimator_so3_comp_params.c
+++ b/src/modules/attitude_estimator_so3_comp/attitude_estimator_so3_comp_params.c
@@ -19,8 +19,15 @@
#include "attitude_estimator_so3_comp_params.h"
/* This is filter gain for nonlinear SO3 complementary filter */
-PARAM_DEFINE_FLOAT(SO3_COMP_KP, 0.5f);
-PARAM_DEFINE_FLOAT(SO3_COMP_KI, 0.0f);
+/* NOTE : How to tune the gain? First of all, stick with this default gain. And let the quad in stable place.
+ Log the steady state reponse of filter. If it is too slow, increase SO3_COMP_KP.
+ If you are flying from ground to high altitude in short amount of time, please increase SO3_COMP_KI which
+ will compensate gyro bias which depends on temperature and vibration of your vehicle */
+PARAM_DEFINE_FLOAT(SO3_COMP_KP, 1.0f); //! This parameter will give you about 15 seconds convergence time.
+ //! You can set this gain higher if you want more fast response.
+ //! But note that higher gain will give you also higher overshoot.
+PARAM_DEFINE_FLOAT(SO3_COMP_KI, 0.05f); //! This gain will incorporate slow time-varying bias (e.g., temperature change)
+ //! This gain is depend on your vehicle status.
/* offsets in roll, pitch and yaw of sensor plane and body */
PARAM_DEFINE_FLOAT(ATT_ROLL_OFFS, 0.0f);