Go2Py_SIM/examples/velocity_estimator.ipynb

141 lines
3.0 KiB
Plaintext

{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from Go2Py.sim.mujoco import Go2Sim\n",
"from Go2Py.robot.model import Go2Model\n",
"import pinocchio as pin \n",
"import numpy as np\n",
"import time"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"model = Go2Model()\n",
"model.get"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"robot = Go2Sim()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"robot.step()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"omega = robot.getIMU()['gyro']\n",
"def hat(w):\n",
" return np.array([[0., -w[2], w[1]],\n",
" [w[2], 0., -w[0]],\n",
" [-w[1], w[0], 0.]])"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"robot.standUpReset()\n",
"while True:\n",
" time.sleep(0.001)\n",
" robot.setCommands(robot.standing_q, np.zeros(12), np.ones(12)*100, np.ones(12)*0.1, np.zeros(12))\n",
" robot.step() \n",
" trans, quat = robot.getPose()\n",
" state = robot.getJointStates()\n",
" quat = pin.Quaternion(np.hstack([quat[1:],quat[0]]))\n",
" R = quat.matrix()\n",
" T = np.eye(4)\n",
" T[0:3,0:3] = R\n",
" vel = np.zeros(6)\n",
" model.update(state['q'], state['dq'],T,vel)\n",
"\n",
" J = model.getInfo()['J']['FR_foot'][:,6:]\n",
" nle = model.getInfo()['nle'][6:]\n",
" # tau = (robot.data.qfrc_smooth+robot.data.qfrc_constraint)[6:]\n",
" tau = state['tau_est'].squeeze()\n",
" print(np.linalg.pinv(J.T)[0:3]@(tau - nle))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"question: What exactly is the difference between the local world aligned and local jacobians in the pinocchio? Why it fits my expectations for the FR3 and not the Go2?"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"robot.getJointStates()\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"J[3:,:].T"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.10"
}
},
"nbformat": 4,
"nbformat_minor": 2
}