173 lines
5.9 KiB
Python
173 lines
5.9 KiB
Python
import struct
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import threading
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import time
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import numpy as np
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import numpy.linalg as LA
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from scipy.spatial.transform import Rotation as R
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from cyclonedds.domain import DomainParticipant
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from Go2Py.unitree_go.msg.dds_ import Go2pyLowCmd_
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from cyclonedds.topic import Topic
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from cyclonedds.pub import DataWriter
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from cyclonedds.domain import DomainParticipant
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from cyclonedds.topic import Topic
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from cyclonedds.sub import DataReader
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from cyclonedds.util import duration
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from Go2Py.unitree_go.msg.dds_ import LowState_
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from threading import Thread
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class GO2Real():
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def __init__(
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self,
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mode = 'lowlevel', # 'highlevel' or 'lowlevel'
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vx_max=0.5,
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vy_max=0.4,
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ωz_max=0.5,
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):
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assert mode in ['highlevel', 'lowlevel'], "mode should be either 'highlevel' or 'lowlevel'"
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self.mode = mode
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if self.mode == 'highlevel':
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raise NotImplementedError('DDS interface for the highlevel commands is not implemented yet. Please use our ROS2 interface.')
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self.simulated = False
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self.highcmd_topic_name = "rt/go2/twist_cmd"
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self.lowcmd_topic_name = "rt/go2/lowcmd"
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self.lowstate_topic_name = "rt/lowstate"
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self.participant = DomainParticipant()
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self.lowstate_topic = Topic(self.participant, self.lowstate_topic_name, LowState_)
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self.lowstate_reader = DataReader(self.participant, self.lowstate_topic)
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self.lowcmd_topic = Topic(self.participant, self.lowcmd_topic_name, Go2pyLowCmd_)
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self.lowcmd_writer = DataWriter(self.participant, self.lowcmd_topic)
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self.state = None
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self.setCommands = {'lowlevel':self.setCommandsLow}[self.mode]
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self.lowstate_thread = Thread(target = self.lowstate_update)
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self.running = True
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self.lowstate_thread.start()
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def lowstate_update(self):
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"""
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Retrieve the state of the robot
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"""
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while self.running:
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for msg in self.lowstate_reader.take_iter(timeout=duration(milliseconds=100.)):
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self.state = msg
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def getIMU(self):
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accel = self.state.imu_state.accelerometer
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gyro = self.state.imu_state.gyroscope
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quat = self.state.imu_state.quaternion
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rpy = self.state.imu_state.rpy
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temp = self.state.imu_state.temperature
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return {'accel':accel, 'gyro':gyro, 'quat':quat, "rpy":rpy, 'temp':temp}
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def getFootContacts(self):
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"""Returns the raw foot contact forces"""
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footContacts = self.state.foot_force
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return np.array(footContacts)
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def getJointStates(self):
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"""Returns the joint angles (q) and velocities (dq) of the robot"""
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motor_state = np.array([[self.state.motor_state[i].q,
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self.state.motor_state[i].dq,
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self.state.motor_state[i].ddq,
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self.state.motor_state[i].tau_est,
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self.state.motor_state[i].temperature] for i in range(12)])
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return {'q':motor_state[:,0],
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'dq':motor_state[:,1],
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'ddq':motor_state[:,2],
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'tau_est':motor_state[:,3],
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'temperature':motor_state[:,4]}
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def getRemoteState(self):
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"""A method to get the state of the wireless remote control.
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Returns a xRockerBtn object:
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- head: [head1, head2]
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- keySwitch: xKeySwitch object
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- lx: float
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- rx: float
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- ry: float
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- L2: float
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- ly: float
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"""
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wirelessRemote = self.state.wireless_remote[:24]
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binary_data = bytes(wirelessRemote)
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format_str = "<2BH5f"
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data = struct.unpack(format_str, binary_data)
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head = list(data[:2])
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lx = data[3]
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rx = data[4]
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ry = data[5]
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L2 = data[6]
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ly = data[7]
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_btn = bin(data[2])[2:].zfill(16)
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btn = [int(char) for char in _btn]
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btn.reverse()
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keySwitch = xKeySwitch(*btn)
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rockerBtn = xRockerBtn(head, keySwitch, lx, rx, ry, L2, ly)
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return rockerBtn
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def getCommandFromRemote(self):
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"""Do not use directly for control!!!"""
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rockerBtn = self.getRemoteState()
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lx = rockerBtn.lx
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ly = rockerBtn.ly
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rx = rockerBtn.rx
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v_x = ly * self.vx_max
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v_y = lx * self.vy_max
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ω = rx * self.ωz_max
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return v_x, v_y, ω
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def getBatteryState(self):
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"""Returns the battery percentage of the robot"""
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batteryState = self.state.bms_state
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return batteryState.soc
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def setCommandsHigh(self, v_x, v_y, ω_z, bodyHeight=0.0, footRaiseHeight=0.0, mode=2):
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self.cmd_watchdog_timer = time.time()
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_v_x, _v_y, _ω_z = self.clip_velocity(v_x, v_y, ω_z)
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self.highcmd.header.stamp = self.get_clock().now().to_msg()
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self.highcmd.header.frame_id = "base_link"
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self.highcmd.twist.linear.x = _v_x
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self.highcmd.twist.linear.y = _v_y
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self.highcmd.twist.angular.z = _ω_z
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self.highcmd_publisher.publish(self.highcmd)
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def setCommandsLow(self, q_des, dq_des, kp, kd, tau_ff):
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assert q.size == dq.size == kp.size == kd.size == tau_ff.size == 12, "q, dq, kp, kd, tau_ff should have size 12"
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lowcmd = Go2pyLowCmd_(
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q,
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dq,
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kp,
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kd,
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tau_ff
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)
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self.lowcmd_writer.write(lowcmd)
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def close(self):
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self.running = False
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def check_calf_collision(self, q):
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self.pin_robot.update(q)
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in_collision = self.pin_robot.check_calf_collision(q)
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return in_collision
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def clip_velocity(self, v_x, v_y, ω_z):
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_v = np.array([[v_x], [v_y]])
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_scale = np.sqrt(_v.T @ self.P_v_max @ _v)[0, 0]
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if _scale > 1.0:
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scale = 1.0 / _scale
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else:
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scale = 1.0
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return scale * v_x, scale * v_y, np.clip(ω_z, self.ωz_min, self.ωz_max) |