""" FSM State Implementations Concrete implementations of different FSM states """ import numpy as np from FSM.fsm_base import FSMState, FSMStateName from common.joystick import ControlFlag from common.robot_data import RobotData import os import yaml class FSMStateZero(FSMState): """零位状态实现(完整C++逻辑移植)""" def __init__(self, robot_data: RobotData): super().__init__(robot_data) self.current_state_name = FSMStateName.ZERO self.q_factor_ = 0.0 # 获取包路径 current_dir = os.path.dirname(os.path.abspath(__file__)) config_path = os.path.join(current_dir, "config", "zero.yaml") with open(config_path, 'r') as f: policy_config = yaml.safe_load(f) try: self.action_num_ = policy_config["actions_size"] self.motor_num_ = policy_config["motor_num"] self.zero_positions_ = np.array(policy_config["zero_positions"], dtype=float) self.zero_positions_height_ = np.array(policy_config["zero_positions_height"], dtype=float) self.kp_pos_ = np.array(policy_config["kp_pos"], dtype=float) self.kd_pos_ = np.array(policy_config["kd_pos"], dtype=float) self.interp_step_ = float(policy_config["interp_step"]) self.interp_max_ = float(policy_config["interp_max"]) except Exception as e: print(f"[FSMStateZero] YAML load error: {e}") self.action_num_ = 12 self.motor_num_ = 29 self.zero_positions_ = np.zeros(self.motor_num_) self.zero_positions_height_ = np.zeros(self.motor_num_) self.kp_pos_ = np.zeros(self.motor_num_) self.kd_pos_ = np.zeros(self.motor_num_) self.interp_step_ = 0.00002 self.interp_max_ = 0.9 self.zero_positions = np.zeros(self.motor_num_) def on_enter(self): print("[FSMStateZero] Enter zero state") self.q_factor_ = 0.0 def run(self, flag: ControlFlag): if self.robot_data_ is None: return q_est = self.robot_data_.q_a_[-self.motor_num_:] # numpy数组切片 if getattr(flag, 'height_control', False): self.zero_positions = self.zero_positions_height_ else: self.zero_positions = self.zero_positions_ if self.q_factor_ < self.interp_max_: pos_cmd = (1.0 - self.q_factor_) * q_est + self.q_factor_ * self.zero_positions self.q_factor_ = min(self.q_factor_ + self.interp_step_, self.interp_max_) else: pos_cmd = self.zero_positions self.robot_data_.q_d_[-self.motor_num_:] = pos_cmd self.robot_data_.q_dot_d_[-self.motor_num_:] = 0 self.robot_data_.tau_d_[-self.motor_num_:] = 0 self.robot_data_.joint_kp_p_[:self.motor_num_] = self.kp_pos_ self.robot_data_.joint_kd_p_[:self.motor_num_] = self.kd_pos_ def on_exit(self): print("[FSMStateZero] Exit zero position control state") def check_transition(self, flag: ControlFlag) -> FSMStateName: """检查状态转换""" if flag.fsm_state_command == "gotoSTOP": return FSMStateName.STOP elif flag.fsm_state_command == "gotoWALKAMP": return FSMStateName.WALKAMP elif flag.fsm_state_command == "gotoMYPOLICY": return FSMStateName.MYPOLICY elif flag.fsm_state_command == "gotoXSIMRUN": return FSMStateName.XSIMRUN elif flag.fsm_state_command == "gotoZERO": return FSMStateName.ZERO elif flag.fsm_state_command == "gotoBEYONDZERO": return FSMStateName.BEYONDZERO else: return None # 无状态转换