From 80f0074e9a05bb2ba4f6949f1e490dd66c6abe22 Mon Sep 17 00:00:00 2001 From: "Ziwei.He" Date: Wed, 21 May 2025 16:43:45 +0800 Subject: [PATCH] =?UTF-8?q?=E5=AE=9A=E7=82=B9=E4=BC=BA=E6=9C=8D=E5=AF=BC?= =?UTF-8?q?=E7=BA=B3=E8=B0=83=E8=AF=95=EF=BC=8C=E4=BC=98=E5=8C=96=E9=83=A8?= =?UTF-8?q?=E5=88=86=E4=BB=A3=E7=A0=81?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- Massage/MassageControl/MassageRobot_nova5.py | 145 +- .../admittance_controller.cpython-39.pyc | Bin 3564 -> 3299 bytes .../algorithms/admittance_controller.py | 18 +- Massage/MassageControl/config/admittance.yaml | 66 +- .../MassageControl/config/robot_config.yaml | 6 +- .../__pycache__/dobot_api.cpython-38.pyc | Bin 0 -> 136685 bytes .../__pycache__/dobot_api.cpython-39.pyc | Bin 136445 -> 136445 bytes .../__pycache__/dobot_nova5.cpython-38.pyc | Bin 0 -> 16713 bytes .../__pycache__/dobot_nova5.cpython-39.pyc | Bin 15436 -> 16713 bytes .../__pycache__/force_sensor.cpython-39.pyc | Bin 10816 -> 10816 bytes Massage/MassageControl/hardware/app.log | 13265 ++++++++++++++++ .../MassageControl/hardware/dobot_nova5.py | 96 +- .../MassageControl/hardware/force_sensor.py | 2 +- .../hardware/force_sensor_tcp.py | 572 + Massage/MassageControl/hardware/servoj_8ms.py | 13 +- Massage/MassageControl/tools/Rate.py | 9 +- .../tools/__pycache__/Rate.cpython-39.pyc | Bin 2573 -> 2568 bytes logs/MassageRobot_nova5_test.log | 9987 ++---------- 18 files changed, 15249 insertions(+), 8930 deletions(-) create mode 100644 Massage/MassageControl/hardware/__pycache__/dobot_api.cpython-38.pyc create mode 100644 Massage/MassageControl/hardware/__pycache__/dobot_nova5.cpython-38.pyc create mode 100644 Massage/MassageControl/hardware/app.log create mode 100644 Massage/MassageControl/hardware/force_sensor_tcp.py diff --git a/Massage/MassageControl/MassageRobot_nova5.py b/Massage/MassageControl/MassageRobot_nova5.py index b95eab0..46ddd72 100644 --- a/Massage/MassageControl/MassageRobot_nova5.py +++ b/Massage/MassageControl/MassageRobot_nova5.py @@ -111,6 +111,11 @@ class MassageRobot: self.sensor_fail_count = 0 # 机械臂初始化,适配中间层 self.arm.init() + + + # --- + self.last_time = -1 + self.cur_time = -1 # 预测步骤 def kalman_predict(self,x, P, Q): @@ -165,70 +170,8 @@ class MassageRobot: self.arm_state.external_wrench_tcp = self.x_tcp self.arm_state.last_external_wrench_tcp = self.arm_state.external_wrench_tcp return 0 - - # def arm_measure_loop(self): - # self.logger.log_info("机械臂测量线程启动") - # while (not self.arm.is_exit) and (not self.exit_event.is_set()): - # try: - # if not self.is_waitting: - # self.arm_state.arm_position,self.arm_state.arm_orientation = self.arm.get_arm_position() - # code = self.update_wrench() - # self.logger.log_blue(f"measure position: {self.arm_state.arm_position}") - # self.logger.log_blue(f"measure orientation: {self.arm_state.arm_orientation}") - # self.logger.log_blue(f"measure update wrench:{self.arm_state.external_wrench_tcp}") - # if code == -1: - # self.sensor_fail_count += 1 - # self.logger.log_error(f"传感器线程数据读取失败-{self.sensor_fail_count}") - # if self.sensor_fail_count > 10: - # self.logger.log_error("传感器线程数据读取失败超过10次,程序终止") - # self.stop() - # break - # else: - # self.sensor_fail_count = 0 - # except Exception as e: - # self.logger.log_error(f"机械臂测量线程报错:{e}") - # self.exit_event.set() # 控制退出while - # self.sensor_rate.precise_sleep() # 控制频率 - - # def arm_command_loop(self): - # self.logger.log_info("机械臂控制线程启动") - # self.arm.filter_matirx = np.zeros((8,7)) # 滑动窗口 - # while (not self.arm.is_exit) and (not self.exit_event.is_set()): - # try: - # if not self.is_waitting: - # process_start_time = time.time() - # self.controller_manager.step(self.control_rate.to_sec()) - # status, joints_processed = self.arm.process_command(self.arm_state.arm_position_command, - # self.arm_state.arm_orientation_command) - # self.logger.log_blue(f"处理后的关节角度: {joints_processed}") - # run_time = time.time() - process_start_time - # sleep_duration = self.control_rate.to_sec() - run_time - # delta_command = np.linalg.norm(self.arm_state.arm_position_command - self.arm_state.arm_position * 1000) - # self.logger.log_blue(f"期望位置：{self.arm_state.desired_position}") - # self.logger.log_blue(f"现在的位置：{self.arm_state.arm_position}") - # self.logger.log_blue(f"指令位置：{self.arm_state.arm_position_command}") - # self.logger.log_blue(f"位置变化量: {delta_command}") - # if delta_command > 20: # 20 mm - # self.logger.log_error("机械臂位置变化过大，可能是数据异常") - # break - # if sleep_duration > 0: - # libc.usleep(int(sleep_duration * 1e6)) - # if status == 0: - # # self.logger.log_blue("不进行伺服运动，只计算") - # self.logger.log_info("进行伺服运动") - # code = self.arm.ServoJoint(joints_processed,t=0.008,aheadtime=20,gain=200) - # else: - # self.logger.log_error("滑动窗口数据处理失败") - # self.exit_event.set() - # if code == -1: - # self.logger.log_error("机械臂急停") - # # self.stop() # 底层已经做了急停处理 - # break - # except Exception as e: - # self.logger.log_error(f"机械臂控制失败:{e}") - # self.exit_event.set() - ####################### TEST ##########################3 + # ####################### 位姿伺服 ########################## def arm_measure_loop(self): self.logger.log_info("机械臂测量线程启动") @@ -237,9 +180,6 @@ class MassageRobot: if not self.is_waitting: self.arm_state.arm_position,self.arm_state.arm_orientation = self.arm.get_arm_position() code = self.update_wrench() - # self.logger.log_blue(f"measure position: {self.arm_state.arm_position}") - # self.logger.log_blue(f"measure orientation: {self.arm_state.arm_orientation}") - # self.logger.log_blue(f"measure update wrench:{self.arm_state.external_wrench_tcp}") if code == -1: self.sensor_fail_count += 1 self.logger.log_error(f"传感器线程数据读取失败-{self.sensor_fail_count}") @@ -256,54 +196,51 @@ class MassageRobot: def arm_command_loop(self): self.logger.log_info("机械臂控制线程启动") - # self.arm.filter_matirx = np.zeros((8,7)) # 滑动窗口 ## 暂时禁用滑动窗口 while (not self.arm.is_exit) and (not self.exit_event.is_set()): try: if not self.is_waitting: process_start_time = time.time() - self.controller_manager.step(self.control_rate.to_sec()) - # self.logger.log_blue(f"目标位姿: {self.arm_state.arm_position_command},{self.arm_state.arm_orientation_command}") + + control_cycle = self.control_rate.to_sec() + self.controller_manager.step(control_cycle) + command_pose = np.concatenate([ + self.arm_state.arm_position_command * 1000, # 转毫米 + self.arm_state.arm_orientation_command + ]) + ## 输入滤波 + status, pose_processed = self.arm.process_command( + command_pose[:3], + command_pose[3:] + ) + # print(f"pose_processed:{pose_processed}") + + tcp_command = ( + f"ServoP({pose_processed[0]:.3f},{pose_processed[1]:.3f}," + f"{pose_processed[2]:.3f},{pose_processed[3]:.3f}," + f"{pose_processed[4]:.3f},{pose_processed[5]:.3f}," + "t=0.02, aheadtime=20, gain=200)" + ).encode() + run_time = time.time() - process_start_time sleep_duration = self.control_rate.to_sec() - run_time - delta_command = np.linalg.norm(self.arm_state.arm_position_command - self.arm_state.arm_position) - # self.logger.log_blue(f"期望位置：{self.arm_state.desired_position}") - # self.logger.log_blue(f"现在的位置：{self.arm_state.arm_position}") - # self.logger.log_blue(f"指令位置：{self.arm_state.arm_position_command}") - # self.logger.log_blue(f"位置变化量: {delta_command}") - if delta_command > 0.1: # m - self.logger.log_error("机械臂位置变化过大，可能是数据异常") - break + b2 =time.time() if sleep_duration > 0: - libc.usleep(int(sleep_duration * 1e6)) - # self.logger.log_blue("不进行伺服运动，只计算") - # self.logger.log_blue(f"输入位置:{self.arm_state.arm_position_command}") - # self.logger.log_blue(f"输入姿态:{self.arm_state.arm_orientation_command}") - command_pos_in_mm = self.arm_state.arm_position_command * 1000 - command_ori_in_degree = R.from_quat(self.arm_state.arm_orientation_command).as_euler('xyz',degrees=True) - combined = np.concatenate([command_pos_in_mm, command_ori_in_degree]) # 合并成一个数组 - # self.logger.log_blue(f"合并后的位姿: {combined.tolist()}") - # self.logger.log_info("进行伺服运动") - # 数据记录 - # self.logger.log_info("desired_pos",self.arm_state.desired_position) - # self.logger.log_info("desired_ori",self.arm_state.desired_orientation) - # self.logger.log_info("command_pos",self.arm_state.arm_position_command) - # self.logger.log_info("command_ori",self.arm_state.arm_orientation_command) - code = self.arm.ServoPose(combined) - # else: - # self.logger.log_error("滑动窗口数据处理失败") - # self.exit_event.set() - - if code == -1: - self.logger.log_error("机械臂急停") - # self.stop() # 底层已经做了急停处理 - break + time.sleep(sleep_duration) + print(f"real sleep:{time.time()-b2}") + self.arm.dashboard.socket_dobot.sendall(tcp_command) + if self.arm.feedbackData.robotMode == 10: # 10 当前工程暂停 + print("机械臂为暂停状态") + res = self.arm.dashboard.Continue() + code = self.arm.parseResultId(res)[0] + if code == 0: + print("机械臂继续已暂停的运动指令") + except Exception as e: self.logger.log_error(f"机械臂控制失败:{e}") self.exit_event.set() - - - - + # print(f"循环周期时间: {time.time()-process_start_time:.4f} 秒",run_time,sleep_duration) + + ####################### 位姿伺服 ########################## def start(self): if self.exit_event.is_set(): diff --git a/Massage/MassageControl/algorithms/__pycache__/admittance_controller.cpython-39.pyc b/Massage/MassageControl/algorithms/__pycache__/admittance_controller.cpython-39.pyc index 95fb21cc5213b85ff8a92db6370a99dfb0dbe1cb..0d9540de7a693e8f940e89c74e3fcdcf5c6cdb2a 100644 GIT binary patch delta 337 zcmaDO{aBJWk(ZZ?0SMeWbu$Dv@;0+FMopf`dW@eFD8>rJ&OluJj&XAuTPkBc+XBfN zwiKomhE^s?hJ}m^I2JP0ve&Seuq|M(VaQ_0VugqaFw}COi`B40MY(G@fU2YxGJtf% zOM^%jhAin4{w#q7GGJ4r7c$B+FhS+A7=bo2q%eVO_xX88X8{QLg;OE&&l|I_f9?^C3&u{yi1ef5_X z&eTWiTgAYluBW<^KDi&-0xv3IeRasm8qbT;UNzDpcN%DoSI!#Eoz&5+n4%Dc)`nHl z-2I=W&X$%^SG$hZ$gBvOMhhrx%1T&W9p@>{HEtrZorO5H7aVc&j?~fqX3>dkty+1& z=>g*IP2mH9OWEc$weAovOTWOlM#9Jv~!lGb1lY^y82u)&}=D{&D?7EI$r^g0j0)jMV$yMOOgF|~nBcs$Mu zpgy_%y{sTdV*zKzVohN*ksYdjxv$EZw=o6`fZeKddVw$04Q 2: + # if time.time() - self.laset_print_time > 2: # print("-------------admittance_1-------------------------------") # print("arm_position:",self.state.arm_position) # print("desired_position:",self.state.desired_position) - print(f'wrench_err: {wrench_err} ||| external_wrench_tcp: {self.state.external_wrench_tcp} ||| desired_wrench: {self.state.desired_wrench}') - print("self.state.arm_desired_acc:",self.state.arm_desired_acc) + # print(f'wrench_err: {wrench_err} ||| external_wrench_tcp: {self.state.external_wrench_tcp} ||| desired_wrench: {self.state.desired_wrench}') + # print("self.state.arm_desired_acc:",self.state.arm_desired_acc) # print("arm_orientation",R.from_quat(self.state.arm_orientation).as_euler('xyz',degrees=True)) # print("desired_orientation",R.from_quat(self.state.desired_orientation).as_euler('xyz',degrees=True)) # print("arm_position_command",self.state.arm_position_command) # print("arm_orientation_command",R.from_quat(self.state.arm_orientation_command).as_euler('xyz',degrees=True)) - print("delta_pose:",delta_pose) + # print("delta_pose:",delta_pose) # print("delta_ori_mat",delta_ori_mat) - self.laset_print_time = time.time() + # self.laset_print_time = time.time() diff --git a/Massage/MassageControl/config/admittance.yaml b/Massage/MassageControl/config/admittance.yaml index 30c027f..f627f9f 100644 --- a/Massage/MassageControl/config/admittance.yaml +++ b/Massage/MassageControl/config/admittance.yaml @@ -1,66 +1,20 @@ name: admittance -# mass_tran: [5,5,5] -# mass_rot: [5,5,5] -# stiff_tran: [500,500,500] -# stiff_rot: [500,500,500] -# desired_xi: 0.7 -# damp_tran: [-125,-125,-125] -# damp_rot: [-125,-125,-125] -# pos_scale_factor: 1 -# rot_scale_factor: 1 - -# name: admittance -# mass_tran: [1,1,1] -# mass_rot: [0.5,0.5,0.5] -# stiff_tran: [800,800,800] -# stiff_rot: [100,100,100] -# desired_xi: 1.1 -# damp_tran: [-2,-2,-2] -# damp_rot: [-10,-10,-10] -# pos_scale_factor: 1 -# rot_scale_factor: 1 - -# mass_tran: [4,4,4] -# mass_rot: [0.4,0.4,0.4] -# stiff_tran: [500,500,500] -# stiff_rot: [6,6,6] -# desired_xi: 1.1 -# damp_tran: [-1,-1,-1] -# damp_rot: [-1,-1,-1] -# pos_scale_factor: 1 -# rot_scale_factor: 12 - -# mass_tran: [1.3,0.4,2.4] -# mass_rot: [0.08,0.02,0.01] -# stiff_tran: [200,200,200] -# stiff_rot: [200,200,200] -# desired_xi: 1.1 -# damp_tran: [-1,-1,-1] -# damp_rot: [-1,-1,-1] -# pos_scale_factor: 1 -# rot_scale_factor: 1 - desired_xi: 1 pos_scale_factor: 1 rot_scale_factor: 1 - -# mass_tran: [2.0, 2.0, 2.0] -# mass_rot: [0.2, 0.2, 0.2] +# A +mass_tran: [3.0, 3.0, 3.0] +mass_rot: [0.11, 0.11, 0.11] +# P # stiff_tran: [300, 300, 300] -# stiff_rot: [3, 3, 3] -# damp_tran: [30, 30, 30] -# damp_rot: [1.0, 1.0, 1.0] - - - -mass_tran: [9.0, 9.0, 9.0] -mass_rot: [0.8, 0.8, 0.8] -stiff_tran: [0, 0, 0] -stiff_rot: [7, 7, 7] +# stiff_rot: [7, 7, 7] +stiff_tran: [270, 270, 270] +stiff_rot: [11, 11, 11] # stiff_tran: [100, 100, 100] # stiff_rot: [1, 1, 1] -damp_tran: [100, 100, 100] -damp_rot: [1, 1, 1] +# D +damp_tran: [30, 30, 30] +damp_rot: [1.1, 1.1, 1.1] # damp_tran: [40, 40, 40] # damp_rot: [3, 3, 3] diff --git a/Massage/MassageControl/config/robot_config.yaml b/Massage/MassageControl/config/robot_config.yaml index 5ce451e..7f78d12 100644 --- a/Massage/MassageControl/config/robot_config.yaml +++ b/Massage/MassageControl/config/robot_config.yaml @@ -8,6 +8,6 @@ controller: ['Massage/MassageControl/config/admittance.yaml', # massage heads diretory massage_head_dir: 'Massage/MassageControl/config/massage_head' -control_rate: 100 -sensor_rate: 100 -command_rate: 100 \ No newline at end of file +control_rate: 55 +sensor_rate: 55 +command_rate: 55 \ No newline at end of file diff --git a/Massage/MassageControl/hardware/__pycache__/dobot_api.cpython-38.pyc b/Massage/MassageControl/hardware/__pycache__/dobot_api.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..42d5db17e4f5e0817591e61992841151c8ccdd80 GIT binary patch literal 136685 zcmeFa34Bynb|;z_ 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my_app - INFO - time: 0.008164644241333008 +2025-05-21 14:37:14,812 - my_app - INFO - time: 0.008144378662109375 diff --git a/Massage/MassageControl/hardware/dobot_nova5.py b/Massage/MassageControl/hardware/dobot_nova5.py index c08bf87..4a9df00 100644 --- a/Massage/MassageControl/hardware/dobot_nova5.py +++ b/Massage/MassageControl/hardware/dobot_nova5.py @@ -258,9 +258,10 @@ class dobot_nova5: def ServoPose(self,poses_list): poses_list = list(map(float, poses_list)) - tcp_command = f"ServoP({poses_list[0]},{poses_list[1]},{poses_list[2]},{poses_list[3]},{poses_list[4]},{poses_list[5]}, t=0.01, aheadtime=20, gain=200)" - res = self.dashboard.sendRecvMsg(tcp_command) # 通过反馈状态来进行异常处理，故这里只需要发，不需要收 - print("ServoP msg:",res) + tcp_command = f"ServoP({poses_list[0]},{poses_list[1]},{poses_list[2]},{poses_list[3]},{poses_list[4]},{poses_list[5]}, t=0.01, aheadtime=20, gain=300)" + # res = self.dashboard.sendRecvMsg(tcp_command) # 通过反馈状态来进行异常处理，故这里只需要发，不需要收 + self.dashboard.send_data(tcp_command) + # print("ServoP msg:",res) if self.feedbackData.robotMode == 9 or self.feedbackData.robotMode == 11: self.dashboard.Stop() self.dashboard.EmergencyStop(mode=1) @@ -490,7 +491,8 @@ class dobot_nova5: self.last_input_command = None self.tcp_offset = None self.init_J = [0,30,-120,0,90,0] - self.filter_matirx = np.zeros((8,7)) + self.filter_matirx = np.zeros((1,7)) # 位姿伺服用 + self.filter_matrix = np.zeros((1,6)) # 角度伺服用 sleep(1) self.is_standby = False code = self.RunPoint_P_inJoint(self.init_J) @@ -512,26 +514,64 @@ class dobot_nova5: quat_rot = R.from_euler('xyz', [rx, ry, rz], degrees=True).as_quat() return pos,quat_rot - def process_command(self,arm_position_command, arm_orientation_command): - rot_euler = R.from_quat(arm_orientation_command).as_euler('xyz',degrees=True) - rot_euler = np.clip(rot_euler,-180,180) - arm_position_command *= 1000 - pose_command = np.concatenate([arm_position_command, rot_euler]) - print("pose_command",pose_command) + def __circular_mean(self,angles): + # 将角度转换为复数单位圆上的点，再计算均值 + # 为处理周期性问题 + angles_rad = np.deg2rad(angles) + x = np.mean(np.cos(angles_rad)) + y = np.mean(np.sin(angles_rad)) + return np.rad2deg(np.arctan2(y, x)) + + def process_command_angle(self,arm_joint_command): if (not self.is_exit) and (not self.is_standby): - cur = self.getAngel() # 参考关节角度 - target = self.getInverseKin(pose_command,-1,-1,1,"{" + ",".join(map(str, cur)) + "}") - # print("target",target) - self.joint_current = cur - self.joint_target = target - ress = np.array(target) - ress = np.append(ress,[1]) - self.filter_matirx = np.append(self.filter_matirx,[ress],axis=0) - self.filter_matirx = np.delete(self.filter_matirx,0,axis=0) - sum_joint = np.sum(self.filter_matirx,axis=0) - sum_joint[:6] = sum_joint[:6]/sum_joint[6] - result = sum_joint[:6] + current_joint = np.asarray(arm_joint_command) # degree + # FIFO + self.filter_matrix = np.append(self.filter_matrix,[current_joint],axis=0) + if len(self.filter_matrix)<7: + return 0,current_joint + self.filter_matrix = np.delete(self.filter_matrix,0,axis = 0) + avg_joint = np.array([self.__circular_mean(self.filter_matrix[:, i]) for i in range(len(current_joint))]) + return 0,avg_joint + return -1,None + + def process_command(self, arm_position_command, arm_orientation_command): + if (not self.is_exit) and (not self.is_standby): + # 构造当前位姿（位置 + 四元数） + current_pose = np.concatenate([ + arm_position_command, # [x, y, z] + arm_orientation_command # [qx, qy, qz, qw] + ]) + + # 更新滑动窗口（FIFO） + self.filter_matirx = np.append(self.filter_matirx, [current_pose], axis=0) + + # 如果窗口未填满，直接返回当前值（不滤波） + if len(self.filter_matirx) < 7: + rot_euler = R.from_quat(arm_orientation_command).as_euler('xyz', degrees=True) + result = np.concatenate([arm_position_command, rot_euler]) + return 0, result + + # 窗口已填满，删除最旧数据 + self.filter_matirx = np.delete(self.filter_matirx, 0, axis=0) + + # --- 位置分量：滑动平均（仅对有效数据）--- + avg_position = np.mean(self.filter_matirx[:, :3], axis=0) + + # --- 四元数分量：加权平均（处理符号歧义）--- + quats = self.filter_matirx[:, 3:7] + for i in range(1, len(quats)): + if np.dot(quats[0], quats[i]) < 0: + quats[i] = -quats[i] # 确保所有四元数在同一半球 + avg_quat = np.mean(quats, axis=0) + avg_quat = avg_quat / np.linalg.norm(avg_quat) # 归一化 + + # 转换回欧拉角 + rot_euler = R.from_quat(avg_quat).as_euler('xyz', degrees=True) + + # 合并结果 [x, y, z, roll, pitch, yaw] + result = np.concatenate([avg_position, rot_euler]) return 0, result + return -1, None @@ -542,8 +582,8 @@ if __name__ == "__main__": posJ = [0,30,-120,0,90,0] dobot.RunPoint_P_inJoint(posJ) sleep(1) - # dobot.setEndEffector(i=9,tool_i="{0.0,0.0,154.071,0.0,0.0,0.0}") - # dobot.chooseEndEffector(i=9) + dobot.setEndEffector(i=9,tool_i="{0.0,0.0,154.071,0.0,0.0,0.0}") + dobot.chooseEndEffector(i=9) # print(dobot.getPose()) # print(dobot.get_arm_position()) # pos,rot_quat = dobot.get_arm_position() @@ -560,9 +600,17 @@ if __name__ == "__main__": sleep(0.008) dobot.Get_feedInfo_pose() sleep(0.5) + + cur = dobot.Get_feedInfo_angle() # 参考关节角度 + short_cur = [f"{x:.3f}" for x in cur] + + target = dobot.getInverseKin([250.000045,-134.999537,344.115807,-179.999982,-0.000408,-90.000642],-1,-1,1,"{" + ",".join(map(str, short_cur)) + "}") + print(target) # for i in range(400): # posJ[2] += 0.04 # dobot.ServoJoint(posJ,t=0.008,aheadtime=20,gain=200) # sleep(0.007) + + # dobot.start_drag() dobot.disableRobot() \ No newline at end of file diff --git a/Massage/MassageControl/hardware/force_sensor.py b/Massage/MassageControl/hardware/force_sensor.py index eec8a25..9e9ecdb 100644 --- a/Massage/MassageControl/hardware/force_sensor.py +++ b/Massage/MassageControl/hardware/force_sensor.py @@ -13,7 +13,7 @@ sys.path.append(os.path.abspath(os.path.join(os.getcwd(), "Massage/MassageContro class XjcSensor: - def __init__(self, port="/dev/ttyUSB0", baudrate=115200, rate=250): + def __init__(self, port="/dev/ttyUSB0", baudrate=115200, rate=100): self.port = port self.baudrate = baudrate self.rate = rate diff --git a/Massage/MassageControl/hardware/force_sensor_tcp.py b/Massage/MassageControl/hardware/force_sensor_tcp.py new file mode 100644 index 0000000..e1df33a --- /dev/null +++ b/Massage/MassageControl/hardware/force_sensor_tcp.py @@ -0,0 +1,572 @@ +import time +import socket +import struct +import numpy as np +import atexit +import threading +from typing import Optional, Tuple +from matplotlib import pyplot as plt +import csv +from datetime import datetime + +class XjcSensor: + def __init__(self, host: str, port: int, rate: int = 250): + """ + 初始化 TCP 连接的力传感器 + :param host: 设备 IP 地址（如 "192.168.1.100"） + :param port: 设备端口（如 502） + :param rate: 数据采样率（100/250/500Hz） + """ + self.host = host + self.port = port + self.rate = rate + self.slave_address = 0x01 # 默认从机地址 + self.sock = None # TCP socket 对象 + self.crc16_table = self.generate_crc16_table() + # 后台读取相关的属性 + self._background_thread = None + self._stop_background = False + self._last_reading = None + self._reading_lock = threading.Lock() + # 建立 TCP 连接 + self.connect() + + # 注册退出时的清理函数 + atexit.register(self.disconnect) + + def __new__(cls, *args, **kwargs): + """单例模式""" + if not hasattr(cls, 'instance'): + cls.instance = super(XjcSensor, cls).__new__(cls) + return cls.instance + + def connect(self): + """建立 TCP 连接""" + try: + self.sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM) + self.sock.settimeout(1.0) # 设置超时时间 + self.sock.connect((self.host, self.port)) + print(f"Connected to {self.host}:{self.port}") + except Exception as e: + print(f"TCP connection failed: {e}") + raise + + def send_and_receive(self, data: bytes, expected_response_len: int) -> Optional[bytes]: + """ + 发送数据并接收响应 + :param data: 要发送的字节数据 + :param expected_response_len: 预期响应的长度 + :return: 收到的字节数据（失败返回 None） + """ + try: + self.sock.sendall(data) + response = self.sock.recv(expected_response_len) + return response + except socket.timeout: + print("Timeout while waiting for response") + return None + except Exception as e: + print(f"TCP communication error: {e}") + return None + + def set_zero(self) -> int: + """传感器置零（TCP 版本）""" + if self.slave_address == 0x01: + zero_cmd = bytes.fromhex('01 10 46 1C 00 02 04 00 00 00 00 E8 95') + elif self.slave_address == 0x09: + zero_cmd = bytes.fromhex('09 10 46 1C 00 02 04 00 00 00 00 C2 F5') + + response = self.send_and_receive(zero_cmd, 8) + if not response: + print("set zero fail") + return -1 + + # CRC 校验（假设协议要求） + hi_check, lo_check = self.crc16(response[:-2]) + if (response[0] != self.slave_address or + response[1] != 0x10 or + response[-2] != lo_check or + response[-1] != hi_check): + print("Set zero failed: CRC check error") + return -1 + + print("Set zero success!") + return 0 + + def read_data_f32(self) -> np.ndarray: + """ + TCP版本 - 读取六维力传感器数据 (float32格式) + 返回: + np.ndarray(6,) - 六维力数据 [Fx,Fy,Fz,Mx,My,Mz] + 读取失败返回 -1 + """ + # 构造读取命令 + + if self.slave_address == 0x01: + command = bytes.fromhex('01 04 00 00 00 0C F0 0F') + elif self.slave_address == 0x09: + command = bytes.fromhex('09 04 00 54 00 0C B0 97') + + try: + # 清空接收缓冲区 + self._clear_tcp_buffer() + + # 接收完整响应 + response = self.send_and_receive(command, 29) + + # CRC校验 + Hi_check, Lo_check = self.crc16(response[:-2]) + if (response[0] != self.slave_address or + response[1] != 0x04 or + response[2] != 24 or # 数据长度字节 + response[-2] != Lo_check or + response[-1] != Hi_check): + print(f"Protocol error! Received: {response.hex(' ')}") + print(f"Expected slave:{self.slave_address}, " + f"func:0x04, len:24, " + f"CRC:{Lo_check:02X}{Hi_check:02X}") + return -1 + + # 解析6个float32数据 (大端序) + sensor_data = struct.unpack('>ffffff', response[3:27]) + return np.array(sensor_data) + + except socket.timeout: + print("Timeout while waiting for sensor response") + return -1 + except ConnectionError as e: + print(f"TCP connection error: {e}") + return -1 + except Exception as e: + print(f"Unexpected error in read_data_f32: {str(e)}") + return -1 + + def _clear_tcp_buffer(self): + """清空TCP接收缓冲区""" + self.sock.settimeout(0.1) # 短暂超时，避免阻塞 + try: + while True: + data = self.sock.recv(1024) + if not data: # 连接关闭或无数据 + break + print(f"Cleared TCP buffer: {data.hex(' ')}") # 调试输出 + except socket.timeout: + pass # 预期内的超时，表示缓冲区已空 + finally: + self.sock.settimeout(2.0) # 恢复默认超时 + + def enable_active_transmission(self) -> int: + """启用主动传输模式（TCP 版本）""" + if self.rate == 100: + cmd = bytes.fromhex('01 10 01 9A 00 01 02 00 00 AB 6A') if self.slave_address == 0x01 else \ + bytes.fromhex('09 10 01 9A 00 01 02 00 00 CC AA') + elif self.rate == 250: + cmd = bytes.fromhex('01 10 01 9A 00 01 02 00 01 6A AA') if self.slave_address == 0x01 else \ + bytes.fromhex('09 10 01 9A 00 01 02 00 01 0D 6A') + elif self.rate == 500: + cmd = bytes.fromhex('01 10 01 9A 00 01 02 00 02 2A AB') if self.slave_address == 0x01 else \ + bytes.fromhex('09 10 01 9A 00 01 02 00 02 4D 6B') + else: + print("Unsupported rate") + return -1 + + response = self.send_and_receive(cmd, 8) + if response and response[1] == 0x10: # 检查响应功能码 + print(f"Active transmission enabled at {self.rate}Hz") + return 0 + else: + print("Failed to enable active transmission") + return -1 + + def disconnect(self): + """关闭 TCP 连接""" + if self.sock: + try: + self.sock.close() + print("TCP connection closed") + except Exception as e: + print(f"Error while closing socket: {e}") + self.sock = None + def start_background_reading(self): + """ + 启动后台读取任务，每秒读取一次传感器数据 + """ + if self._background_thread is not None and self._background_thread.is_alive(): + print("Background reading is already running") + return False + + self._stop_background = False + self._background_thread = threading.Thread(target=self._background_reading_task) + self._background_thread.daemon = True # 设置为守护线程 + self._background_thread.start() + return True + + def stop_background_reading(self): + """ + 停止后台读取任务 + """ + if self._background_thread is None or not self._background_thread.is_alive(): + print("No background reading is running") + return False + + self._stop_background = True + self._background_thread.join(timeout=2.0) # 等待线程结束，最多等待2秒 + self._background_thread = None + return True + + def _background_reading_task(self): + """ + 后台读取任务的实现 + """ + while not self._stop_background: + try: + data = self.read_data_f32() + if isinstance(data, np.ndarray): + with self._reading_lock: + self._last_reading = data + else: + self.connect() + except Exception as e: + print(f"Error in background reading: {e}") + time.sleep(1.0) # 每秒读取一次 + + def get_last_reading(self): + """ + 获取最近一次的读数 + """ + with self._reading_lock: + return self._last_reading + + # ------------------------- 以下方法保持不变 ------------------------- + @staticmethod + def generate_crc16_table(): + """CRC16 表生成（与原代码相同）""" + table = [] + polynomial = 0xA001 + for i in range(256): + crc = i + for _ in range(8): + if crc & 0x0001: + crc = (crc >> 1) ^ polynomial + else: + crc >>= 1 + table.append(crc) + return table + + def crc16(self, data: bytes): + """CRC16 计算（与原代码相同）""" + crc = 0xFFFF + for byte in data: + crc = (crc >> 8) ^ self.crc16_table[(crc ^ byte) & 0xFF] + return (crc >> 8) & 0xFF, crc & 0xFF + + def __del__(self): + """析构时自动断开连接""" + self.disconnect() + + def disable_active_transmission(self) -> int: + """ + 禁用传感器的主动传输模式（TCP 版本） + Returns: + 0 表示成功，-1 表示失败 + """ + try: + # 构造禁用命令（原代码中的 FF x11 字节流） + disable_cmd = bytes.fromhex('FF FF FF FF FF FF FF FF FF FF FF') + print("Disabling active transmission mode...") + + # 检查 TCP 连接是否有效 + if not self.sock: + raise ConnectionError("TCP connection is not established") + + # 发送禁用命令 + self.sock.sendall(disable_cmd) + print("Active transmission disabled successfully") + return 0 + + except ConnectionError as e: + print(f"Connection error: {e}") + return -1 + except socket.timeout: + print("Timeout while sending disable command") + return -1 + except Exception as e: + print(f"Unexpected error: {e}") + return -1 + + def read(self): + """ + TCP Version - Read the sensor's data in passive mode. + Returns: + np.ndarray(6,) - Six-axis force/torque data [Fx, Fy, Fz, Mx, My, Mz] + None if reading fails + """ + try: + # Clear any existing data in the TCP buffer first + # self._clear_tcp_buffer() + + # Search for frame header (0x20 0x4E) + header_found = False + start_time = time.time() + timeout = 1.0 # 1 second timeout + + while not header_found and (time.time() - start_time < timeout): + # Read one byte at a time looking for header + byte1 = self.sock.recv(1) + if not byte1: + continue # No data available yet + + if byte1 == b'\x20': + byte2 = self.sock.recv(1) + if byte2 == b'\x4E': + header_found = True + + if not header_found: + print("Frame header not found within timeout period") + return None + + # Now read the remaining 14 bytes of the frame + response = bytearray([0x20, 0x4E]) # Start with the header we found + remaining_bytes = 14 + bytes_received = 0 + start_time = time.time() + + while bytes_received < remaining_bytes and (time.time() - start_time < timeout): + chunk = self.sock.recv(remaining_bytes - bytes_received) + if chunk: + response.extend(chunk) + bytes_received += len(chunk) + + if bytes_received < remaining_bytes: + print(f"Incomplete frame received. Got {len(response)} bytes, expected 16") + return None + + # Verify CRC checksum + Hi_check, Lo_check = self.crc16(response[:-2]) + if response[-1] != Hi_check or response[-2] != Lo_check: + print("CRC check failed!") + print(f"Received CRC: {response[-2]:02X}{response[-1]:02X}") + print(f"Calculated CRC: {Lo_check:02X}{Hi_check:02X}") + return None + + # Parse the sensor data + sensor_data = self.parse_data_passive(response) + return sensor_data + + except socket.timeout: + print("Timeout while waiting for sensor data") + return None + except ConnectionError as e: + print(f"TCP connection error: {e}") + return None + except Exception as e: + print(f"Unexpected error in TCP read(): {str(e)}") + return None + + def parse_data_passive(self, buffer): + values = [ + int.from_bytes(buffer[i:i+2], byteorder='little', signed=True) + for i in range(2, 14, 2) + ] + Fx, Fy, Fz = np.array(values[:3]) / 10.0 + Mx, My, Mz = np.array(values[3:]) / 1000.0 + return np.array([Fx, Fy, Fz, Mx, My, Mz]) + + +# 外部 +def test_sensor_frequency(sensor, mode='active', duration=5.0): + """ + 测试传感器在不同模式下的实际数据获取频率 + + 参数: + sensor: XjcSensor实例 + mode: 'active'(主动模式) 或 'polling'(查询模式) + duration: 测试持续时间(秒) + + 返回: + dict: 包含测试结果的字典 + """ + # 准备测试环境 + if mode == 'active': + print("\n=== 测试主动传输模式 ===") + sensor.enable_active_transmission() + read_func = sensor.read + else: + print("\n=== 测试查询模式 ===") + sensor.disable_active_transmission() # 确保不在主动模式 + time.sleep(0.5) + sensor.disable_active_transmission() # 确保不在主动模式 + time.sleep(0.5) + sensor.disable_active_transmission() # 确保不在主动模式 + time.sleep(0.5) + read_func = sensor.read_data_f32 + + # 初始化测试变量 + timestamps = [] + data_count = 0 + start_time = time.perf_counter() + end_time = start_time + duration + + print(f"开始测试，持续时间 {duration} 秒...") + + # 主测试循环 + while time.perf_counter() < end_time: + data = read_func() + print(data) + if data is not None: + timestamps.append(time.perf_counter()) + data_count += 1 + # print(timestamps) + # 计算统计结果 + if data_count < 2: + print("警告: 采集到的数据点不足") + return None + + intervals = np.diff(timestamps) + save_intervals_to_csv(timestamps) + avg_interval = np.mean(intervals) + min_interval = np.min(intervals) + max_interval = np.max(intervals) + std_interval = np.std(intervals) + avg_freq = 1.0 / avg_interval + + # 打印结果 + print("\n测试结果:") + print(f"总数据点数: {data_count}") + print(f"平均频率: {avg_freq:.2f} Hz") + print(f"最小间隔: {min_interval*1000:.3f} ms") + print(f"最大间隔: {max_interval*1000:.3f} ms") + print(f"间隔标准差: {std_interval*1000:.3f} ms") + + # 返回结果字典 + return { + 'mode': mode, + 'duration': duration, + 'data_count': data_count, + 'avg_freq': avg_freq, + 'min_interval': min_interval, + 'max_interval': max_interval, + 'std_interval': std_interval, + 'timestamps': timestamps, + 'intervals': intervals + } + +def plot_test_results(active_results, polling_results): + """绘制两种模式的测试结果对比图""" + plt.figure(figsize=(12, 8)) + + # 间隔时间分布图 + plt.subplot(2, 1, 1) + plt.hist(active_results['intervals']*1000, bins=50, alpha=0.7, label='主动模式') + plt.hist(polling_results['intervals']*1000, bins=50, alpha=0.7, label='查询模式') + plt.xlabel('间隔时间 (ms)') + plt.ylabel('出现次数') + plt.title('数据间隔时间分布') + plt.legend() + plt.grid(True) + + # 间隔时间序列图 + plt.subplot(2, 1, 2) + plt.plot(np.arange(len(active_results['intervals'])), + active_results['intervals']*1000, 'b.', label='主动模式') + plt.plot(np.arange(len(polling_results['intervals'])), + polling_results['intervals']*1000, 'r.', label='查询模式') + plt.xlabel('数据点序号') + plt.ylabel('间隔时间 (ms)') + plt.title('数据间隔时间序列') + plt.legend() + plt.grid(True) + + plt.tight_layout() + plt.show() + +def compare_modes(sensor, duration=5.0): + """比较两种工作模式的性能""" + # 测试主动模式 + active_results = test_sensor_frequency(sensor, 'active', duration) + time.sleep(1) # 模式切换间隔 + + # 测试查询模式 + polling_results = test_sensor_frequency(sensor, 'polling', duration) + time.sleep(1) + + # 打印对比报告 + print("\n=== 模式对比报告 ===") + print(f"{'指标':<15} {'主动模式':>15} {'查询模式':>15}") + print(f"{'平均频率(Hz)':<15} {active_results['avg_freq']:>15.2f} {polling_results['avg_freq']:>15.2f}") + print(f"{'最小间隔(ms)':<15} {active_results['min_interval']*1000:>15.3f} {polling_results['min_interval']*1000:>15.3f}") + print(f"{'最大间隔(ms)':<15} {active_results['max_interval']*1000:>15.3f} {polling_results['max_interval']*1000:>15.3f}") + print(f"{'间隔标准差(ms)':<15} {active_results['std_interval']*1000:>15.3f} {polling_results['std_interval']*1000:>15.3f}") + + # 绘制对比图表 + plot_test_results(active_results, polling_results) + + return active_results, polling_results + +def save_intervals_to_csv(timestamps, filename="sensor_intervals.csv"): + """ + Save timestamp intervals to CSV file with metadata + + Args: + timestamps: List of timestamp values (from time.perf_counter()) + filename: Output CSV filename + """ + if len(timestamps) < 2: + print("Not enough timestamps to calculate intervals") + return + + # Calculate intervals in milliseconds + intervals_ms = np.diff(timestamps) * 1000 + + # Prepare data rows + rows = [] + for i, interval in enumerate(intervals_ms): + rows.append({ + "reading_number": i+1, + "interval_ms": f"{interval:.4f}", + "timestamp": timestamps[i], + "expected_interval_ms": (1000/250) if i==0 else "", # For 250Hz + "deviation_ms": f"{interval - (1000/250):.4f}" if i>0 else "" + }) + + # CSV header + fieldnames = ["reading_number", "interval_ms", "timestamp", + "expected_interval_ms", "deviation_ms"] + + # Write to file + with open(filename, 'w', newline='') as csvfile: + writer = csv.DictWriter(csvfile, fieldnames=fieldnames) + writer.writeheader() + writer.writerows(rows) + + print(f"Saved {len(intervals_ms)} intervals to {filename}") + +if __name__ == "__main__": + # 替换为你的传感器 IP 和端口 + sensor = XjcSensor("192.168.5.1", 60000) + + # 示例操作 + + sensor.disable_active_transmission() + time.sleep(0.5) + sensor.disable_active_transmission() + time.sleep(0.5) + sensor.disable_active_transmission() + time.sleep(0.5) + sensor.set_zero() + + # sensor.set_zero() + # sensor.disable_active_transmission() + + # while True: + # data = sensor.read_data_f32() + # if data is not None: + # print(f"Force data: {data}") + # sensor.enable_active_transmission() + # while True: + # sensor_data = sensor.read() + # if sensor_data is None: + # print('failed to get force sensor data!') + # print(sensor_data) + test_sensor_frequency(sensor) + # compare_modes(sensor) \ No newline at end of file diff --git a/Massage/MassageControl/hardware/servoj_8ms.py b/Massage/MassageControl/hardware/servoj_8ms.py index a82df86..a94985e 100644 --- a/Massage/MassageControl/hardware/servoj_8ms.py +++ b/Massage/MassageControl/hardware/servoj_8ms.py @@ -29,14 +29,14 @@ def ServoP(client, pt_floats): client.send(tcp_command) def ServoJ(client, J1_angle): - tcp_command = "servoj(0,%f,%f,0,0,0,t=0.008,aheadtime=20, gain=200)" % (J1_angle,J1_angle/2) + tcp_command = "servop(249,%f,%f,179,0,-90,t=0.008,aheadtime=20, gain=200)" % (J1_angle-134,497+J1_angle/2) tcp_command = tcp_command.encode() client.sendall(tcp_command) # buf = client.recv(200).decode() # 接收反馈信息的长度 # print(buf) def servoj_2(client, J1_angle): - tcp_command = "servoj(%f,0,0,0,0,0,t=2,aheadtime=50, gain=500)" % (J1_angle) + tcp_command = "servop(249,-135,497,179,0,-90,t=2,aheadtime=50, gain=500)" tcp_command = tcp_command.encode() print(tcp_command) client.send(tcp_command) @@ -57,17 +57,17 @@ def enableStatus(client): servoj_2(client, 0) sleep(3) J1 = 0 - bias = 0.04 + bias = 0.2 pl = bias while stop: time_home = time.time() - if J1 > 60 and bias == pl: + if J1 > 50 and bias == pl: bias = -pl elif J1 < -1 and bias == -pl: bias = pl J1 = J1 + bias ServoJ(client, J1) - time.sleep(0.007) + time.sleep(0.008) tie = time.time()-time_home logger.info(f"time: {tie}") print(tie) @@ -90,7 +90,7 @@ def worker(): #子线程接受模式 try: data = client_socket1.recv(1024).decode() if data: - print(data) + #print(data) index_str = data[data.find('{') + 1:data.find('}')] if (index_str == ''): stop = False @@ -107,6 +107,7 @@ try: feed_thread.daemon = True feed_thread.start() enableStatus(client_socket1) + # servoj_2(client_socket1, 0) except KeyboardInterrupt: print("用户中断操作。") print((time.time()-time_h)/60) diff --git a/Massage/MassageControl/tools/Rate.py b/Massage/MassageControl/tools/Rate.py index eeba960..f51c831 100644 --- a/Massage/MassageControl/tools/Rate.py +++ b/Massage/MassageControl/tools/Rate.py @@ -5,6 +5,7 @@ class Rate: def __init__(self, hz): self.interval = 1.0 / hz self.last_time = time.monotonic() + # self.last_time =time.time() self.start_time = self.last_time def sleep(self,print_duration=False): @@ -47,9 +48,11 @@ class Rate: return max(0.0, remaining_time) def cycle_time(self): - now = time.monotonic() - cycle_duration = now - self.start_time - self.start_time = now + # now = time.monotonic() + now = time.time() + # cycle_duration = now - self.start_time + cycle_duration = now - self.last_time + self.last_time = now return cycle_duration def to_sec(self): diff --git a/Massage/MassageControl/tools/__pycache__/Rate.cpython-39.pyc b/Massage/MassageControl/tools/__pycache__/Rate.cpython-39.pyc index 4aa70509b87469b64ae1f956df95eda780df9529..8cd96f73d162c4f7f71da2e9e39190ab28c14a04 100644 GIT binary patch delta 791 zcmZuvO=}cE5S{AX?Wvy4Obo26`4IeyGJymMLC{OUi+WK=Jng|@m~G<7X0!Bc4l5fx z>Lp(K7l@}^1VKFc3&dYAH;>}gi#Mx!$nLs01Fx&Qs$TW0>eJTSR+xri;L*4BaP!5V zPvJg5$EL6X%8sE6!v28o;MC>v!x zopg^)I?Rvy^VbV1H%s28)B*`Sfg%72uNL>xq24-=up@bUV}<#_)T+fv`M2Ap93CZw z&hFc9^1)t{;#~jDMYb+6EHkV!tT9Z}C*3xJ94x1Z2oO*P3YQSEfoPxmU*!TPhW0A% zJmrWPN}kD?DC?wFmypk}^HV4l_dDTVfPju*;8D;8~fG3+8oS!%@u~2VS}Kond8}M RRn4(K)vCIO0u`bZe*wiPmA3!@ delta 851 zcmZuv&ui3B5YD{aWZ$Mu+S;X-)=IIpvTG?QMK496;K7SRd(mD(NFHrufAO+=sB9_p z(q8oPt|Cb3p@#~Bcxl0tH~)fn6I2AR{sGRsV0OEhz?aFJnQy+Cc}JC36)*HW*TU!7 zo4K8%58ft#Rw2xQt9lRvsBiEUxO&g36$+CEM#vgRaMf?7ACpzJC8yH~1YHvKu$_un zUctXDH?0fN4mwFgWa&AF_S#ZJNh$&pGO7IH$Ge8D&}TCw!-*qdy4#Ghv_g-2QLPa_(MMpX`VG@Xp$U9`vjiY}(pmWCg6pHmy^5QZ2|Lb!8Kj5b$82 zP_!G>MG$vo*hyN=VU2F)roQiBYD$R~aB#tamtz}YN339kYB|fbS)vA6$UdgR*@x>B8|S z(O0v4_30RyeM;KNDbq!4RA@*B*y$?hGR-@njjZ8sO7f`DQSf03Us+Rc`QiQzJe3Ow zT`KhB;^61m$*<36-_MWd