From 6789a7011a4b04aae748ba629573167d26d51116 Mon Sep 17 00:00:00 2001 From: mio Date: Thu, 5 Feb 2026 16:17:34 +0800 Subject: [PATCH] =?UTF-8?q?=E5=A2=9E=E5=8A=A0=E4=BA=86PINN=E8=AE=AD?= =?UTF-8?q?=E7=BB=83=E7=BD=91=E7=BB=9C?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 21 ++- log/log0205.md | 37 ++++ soft_arm_sim/setup.py | 3 + .../deeplearning/checkpoints/.gitkeep | 0 .../deeplearning/checkpoints/__init__.py | 0 .../{ => checkpoints}/best_model.pth | Bin .../{ => checkpoints}/best_model_smooth.pth | Bin .../{ => checkpoints}/best_model_trig.pth | Bin .../{ => checkpoints}/best_model_v2.pth | Bin .../deeplearning/checkpoints/pinn_basic.pth | Bin 0 -> 272567 bytes .../deeplearning/data/__init__.py | 0 .../{ => data}/dataset_generator.py | 0 .../{ => data}/pcc_dataset_3sec.csv | 0 .../{ => data}/pcc_dataset_smooth.csv | 0 .../{ => data}/pcc_dataset_trig.csv | 0 .../deeplearning/inference/__init__.py | 0 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+++++++++ 34 files changed, 419 insertions(+), 175 deletions(-) create mode 100644 log/log0205.md create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/.gitkeep create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/__init__.py rename soft_arm_sim/soft_arm_sim/deeplearning/{ => checkpoints}/best_model.pth (100%) rename soft_arm_sim/soft_arm_sim/deeplearning/{ => checkpoints}/best_model_smooth.pth (100%) rename soft_arm_sim/soft_arm_sim/deeplearning/{ => checkpoints}/best_model_trig.pth (100%) rename soft_arm_sim/soft_arm_sim/deeplearning/{ => checkpoints}/best_model_v2.pth (100%) create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/pinn_basic.pth create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/data/__init__.py rename soft_arm_sim/soft_arm_sim/deeplearning/{ => data}/dataset_generator.py (100%) rename soft_arm_sim/soft_arm_sim/deeplearning/{ => data}/pcc_dataset_3sec.csv (100%) rename soft_arm_sim/soft_arm_sim/deeplearning/{ => data}/pcc_dataset_smooth.csv (100%) rename soft_arm_sim/soft_arm_sim/deeplearning/{ => data}/pcc_dataset_trig.csv (100%) create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/inference/__init__.py create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/inference/__pycache__/__init__.cpython-310.pyc create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/inference/__pycache__/inference_node.cpython-310.pyc create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/inference/inference_node.py delete mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/inference_node.py create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/layers/__init__.py create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/layers/__pycache__/__init__.cpython-310.pyc create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/layers/__pycache__/differentiable_pcc.cpython-310.pyc create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/layers/differentiable_pcc.py create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/models/__init__.py create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/models/__pycache__/__init__.cpython-310.pyc create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/models/__pycache__/mlp_network.cpython-310.pyc create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/models/mlp_network.py rename soft_arm_sim/soft_arm_sim/deeplearning/{ => models}/pinn_model.py (100%) create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/training/__init__.py create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/training/__pycache__/__init__.cpython-310.pyc create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/training/__pycache__/train_pinn_basic.cpython-310.pyc rename soft_arm_sim/soft_arm_sim/deeplearning/{ => training}/train.py (100%) create mode 100644 soft_arm_sim/soft_arm_sim/deeplearning/training/train_pinn_basic.py diff --git a/README.md b/README.md index 6344701..e7156a7 100644 --- a/README.md +++ b/README.md @@ -31,7 +31,7 @@ ## 📂 项目结构 -```text +```bash src/soft_arm_sim/ ├── config/ # [配置] 机器人物理参数与仿真频率配置 │ └── config.yaml @@ -51,3 +51,22 @@ src/soft_arm_sim/ │ └── *.pth / *.csv # 训练好的模型权重与数据集 └── urdf/ # [描述] 机器人的基础 TF 树描述 ``` + +## 运行方式 + +```bash +# 编译哦 +colcon build --symlink-install + +# 终端1(运行rviz) +source install/setup.bash +ros2 launch soft_arm_sim simulate.launch.py + +# 终端2 (运行demo) +source install/setup.bash +ros2 run soft_arm_sim sine_controller +``` + +## 开发日志Logs + +[Log.2026.2.5](log/log0205.md) diff --git a/log/log0205.md b/log/log0205.md new file mode 100644 index 0000000..8d127f7 --- /dev/null +++ b/log/log0205.md @@ -0,0 +1,37 @@ +# Log + +## 2026.2.5 + +- pcc_kinematics.py 中的数学公式用 PyTorch 张量重写,确保梯度可以从 Cartesian 坐标反向传播回 Joint 角度; +`src/soft_arm_sim/soft_arm_sim/deeplearning/differentiable_pcc.py` + +## 解决 deeplearning 文件夹混乱的问题,按照功能模块进行拆分 + +```bash +src/soft_arm_sim/soft_arm_sim/deeplearning/ +├── __init__.py +├── checkpoints/ # [存储] 存放训练好的 .pth 模型权重 +│ └── .gitkeep +├── data/ # [数据] 数据生成器 (PINN 主要是随机采样,但也可能需要验证集) +│ ├── __init__.py +│ └── workspace_sampler.py # 用于在机械臂工作空间内随机采样目标点 +├── layers/ # [物理层] 这里存放可微的运动学公式 (PINN的核心) +│ ├── __init__.py +│ └── differentiable_pcc.py # == 核心:PyTorch 版的 PCC 正运动学 == +├── models/ # [网络] 神经网络架构定义 +│ ├── __init__.py +│ └── mlp_network.py # 简单的全连接网络 +├── training/ # [训练] 训练脚本 +│ ├── __init__.py +│ └── train_pinn_basic.py # PINN 训练主脚本 +└── inference/ # [推理] ROS 接口相关 + ├── __init__.py + └── inference_node.py # 加载模型并控制机器人的 ROS 节点 +``` + +```bash +# 运行PINN训练文件 +cd src/soft_arm_sim/soft_arm_sim/deeplearning/training +export PYTHONPATH=$PYTHONPATH:$(pwd)/src/soft_arm_sim +python3 -m soft_arm_sim.deeplearning.training.train_pinn_basic +``` diff --git a/soft_arm_sim/setup.py b/soft_arm_sim/setup.py index 69c6f80..038c129 100644 --- a/soft_arm_sim/setup.py +++ b/soft_arm_sim/setup.py @@ -48,6 +48,9 @@ setup( # 推理控制节点 'pinn_controller = soft_arm_sim.deeplearning.inference_node:main', + + # 注意路径变化:soft_arm_sim.deeplearning.inference.inference_node + 'inference_node = soft_arm_sim.deeplearning.inference.inference_node:main', ], }, ) \ No newline at end of file diff --git a/soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/.gitkeep b/soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/__init__.py b/soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/soft_arm_sim/soft_arm_sim/deeplearning/best_model.pth b/soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/best_model.pth similarity index 100% rename from soft_arm_sim/soft_arm_sim/deeplearning/best_model.pth rename to soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/best_model.pth diff --git a/soft_arm_sim/soft_arm_sim/deeplearning/best_model_smooth.pth b/soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/best_model_smooth.pth similarity index 100% rename from soft_arm_sim/soft_arm_sim/deeplearning/best_model_smooth.pth rename to soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/best_model_smooth.pth diff --git a/soft_arm_sim/soft_arm_sim/deeplearning/best_model_trig.pth b/soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/best_model_trig.pth similarity index 100% rename from soft_arm_sim/soft_arm_sim/deeplearning/best_model_trig.pth rename to soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/best_model_trig.pth diff --git a/soft_arm_sim/soft_arm_sim/deeplearning/best_model_v2.pth b/soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/best_model_v2.pth similarity index 100% rename from soft_arm_sim/soft_arm_sim/deeplearning/best_model_v2.pth rename to soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/best_model_v2.pth diff --git a/soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/pinn_basic.pth b/soft_arm_sim/soft_arm_sim/deeplearning/checkpoints/pinn_basic.pth new file mode 100644 index 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self.get_logger().warn(f"目标太远 ({dist:.2f}m),忽略") - return - - self.get_logger().info(f"目标: {target_pos},开始规划") - self.visualize_target(target_pos) - threading.Thread(target=self.execute_move, args=(target_pos,)).start() - - def execute_move(self, target_pos): - # 插值规划 - steps = 50 - trajectory = [] - for t in np.linspace(0, 1, steps): - pt = self.current_pos + t * (target_pos - self.current_pos) - trajectory.append(pt) - self.visualize_trajectory(trajectory) - - final_angles_decoded = None - - for pt in trajectory: - with torch.no_grad(): - # 预处理输入 (归一化) - X_mean = self.stats['X_mean']; X_std = self.stats['X_std'] - norm_input = (pt - X_mean) / X_std - tensor_input = torch.FloatTensor(norm_input).to(self.device) - - # 推理 - norm_output = self.model(tensor_input).numpy() - - # 解码输出 - real_angles = self.decode_output(norm_output) - final_angles_decoded = real_angles - - # 发送指令 - msg = Float64MultiArray() - msg.data = real_angles.tolist() - self.cmd_pub.publish(msg) - time.sleep(0.04) # 控制速度 - - self.current_pos = target_pos - - # 验证精度 - if final_angles_decoded is not None: - self.check_accuracy(target_pos, final_angles_decoded) - - def check_accuracy(self, target_pos, angles): - q_input = [] - for i in range(3): - q_input.append((angles[i*2], angles[i*2+1], 0.24)) - transforms, _ = self.fk_solver.forward(q_input) - actual_pos = transforms[-1][:3, 3] - error = np.linalg.norm(target_pos - actual_pos) - - print(f"\n>>> 精度验证 <<<\n目标: {target_pos}\n实际: {actual_pos}\n误差: {error:.4f} m (Loss较低时此误差应很小)\n") - - def visualize_target(self, pos): - marker = Marker() - marker.header.frame_id = "base_link" - marker.type = Marker.SPHERE; marker.action = Marker.ADD - marker.scale.x = 0.05; marker.scale.y = 0.05; marker.scale.z = 0.05 - marker.color.a = 1.0; marker.color.r = 1.0; marker.color.g = 0.0; marker.color.b = 0.0 - marker.pose.position.x = float(pos[0]); marker.pose.position.y = float(pos[1]); marker.pose.position.z = float(pos[2]) - self.target_marker_pub.publish(marker) - 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关键修改:我们需要记录原点 (0,0,0) === + points = [] + # 先把基座原点放进去 (从 T 中提取位置) + points.append(T[:, :3, 3]) + + for i in range(self.n_seg): + theta = q[:, 2*i] + phi = q[:, 2*i+1] + + T_i = self.pcc_transformation(theta, phi) + T = torch.bmm(T, T_i) + + # 记录每一段的末端位置 + points.append(T[:, :3, 3]) + + # 堆叠成 (Batch, N+1, 3) + backbone_points = torch.stack(points, dim=1) + + # 返回末端 和 所有点 + return T[:, :3, 3], backbone_points + + def pcc_transformation(self, theta, phi): + # ... (保持之前的代码不变,防止 Singular 处理逻辑丢失) ... + # 如果之前的代码丢了,请告诉我,我再发一遍完整的 + # 这里简略,假设你保留了之前的 pcc_transformation 实现 + mask_straight = torch.abs(theta) < 1e-6 + theta_safe = torch.where(mask_straight, torch.ones_like(theta) * 1e-6, theta) + + c_phi = torch.cos(phi) + s_phi = torch.sin(phi) + c_theta = torch.cos(theta_safe) + s_theta = torch.sin(theta_safe) + + dx = self.L * (1 - c_theta) / theta_safe + dz = self.L * s_theta / theta_safe + + dx = torch.where(mask_straight, torch.zeros_like(dx), dx) + dz = torch.where(mask_straight, self.L, dz) + + batch_size = theta.shape[0] + T = torch.zeros((batch_size, 4, 4), device=theta.device) + + # Rotation + T[:, 0, 0] = c_phi**2 * (c_theta - 1) + 1 + T[:, 0, 1] = s_phi * c_phi * (c_theta - 1) + T[:, 0, 2] = c_phi * s_theta + + T[:, 1, 0] = s_phi * c_phi * (c_theta - 1) + T[:, 1, 1] = s_phi**2 * (c_theta - 1) + 1 + T[:, 1, 2] = s_phi * s_theta + + T[:, 2, 0] = -c_phi * s_theta + T[:, 2, 1] = -s_phi * s_theta + T[:, 2, 2] = c_theta + + # Translation + T[:, 0, 3] = dx * c_phi + T[:, 1, 3] = dx * s_phi + T[:, 2, 3] = dz + T[:, 3, 3] = 1.0 + + return T \ No newline at end of file diff --git a/soft_arm_sim/soft_arm_sim/deeplearning/models/__init__.py b/soft_arm_sim/soft_arm_sim/deeplearning/models/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/soft_arm_sim/soft_arm_sim/deeplearning/models/__pycache__/__init__.cpython-310.pyc b/soft_arm_sim/soft_arm_sim/deeplearning/models/__pycache__/__init__.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..44a7058b70668cac8486af5c8e540f1d623eadf1 GIT binary patch literal 202 zcmY+8F$%&!5JfkVLIe+D2zXJZkxclpBcX?lC0BdnPAP%%!=*Z#5{lT@^BPS;90;mR|ru~wC^BFEt$H&LE;%y ynhpnrx@TuURz;7>{$DIna8$*X+XHy98S%5T0HC+?~kHrm>vDf<7l-$wmv}pWiELWK8)Qf4wSXH~ zuoc|}o2AT7@h#>lckprU>>Z|p^3B{`0;5_Y+_UGy%F2vo(=Nu@EZ!4$Q^ zH6%jdaJ?pbM~L&j(3{9Gojt&OKfU|SrP5l6trngVB$c*Qny?+++8B1(lgGnb8u_Se oYg`kf>x)3Oc4DTL?8o3AjbiSi&=m~3PUi1CZpdV(L* zxPOEI#rMkD_m4p*+B>#3`gm2pC(Zo>>+Zo8%GBc*YI&D!nf7UQ z8M=r1+j}cFp0bEKaWS3MKc8lq$VR<9>y6&oz4F&@S1;Y@L-Qt5^q{GaZ$bl&vhOed z{rt`6H;x_Pq;1G!Y?q2~GKA^rrBS>@v*kH@`PvuApDbJe?(EA?S-=ImS@ z&ej3DBT}JH(KmK>2Jx83lOh+HR)a!hS-2l55$_aw`~~#7&%Y5$hxuf-{#nj=(o@j` z&U!lU^{=cvoy&NpLYN?OMXi3oTOWe#D}b z21O*Jlxr^4%9Bwx;(*2vF>k5cxB*85R)*qky3v+ z36tm{m$X(oEWjYGaGPF5gZ)Uy<4^%e>w3&}6ec#a)GGyO)4HCgVR@uz{RLZ$g`%~Q z4iCzN(?CaZ#C2FeaP>lRc6w0dkadgt2^8?$`KiJZE=__nI@eJWT8P$cV4)56XCyB` zME@QR#(ByIsmKS(a5gApe!ycrkokUYSM^?an9IpPIrT4`dwx>Sfckct}ZB$PLT4 z%NnYkG%3Q2Ya8K77hWt&s&?2bZ+KY5aoL<_>TQ>VVVS{mOSd$B4U|t4e%=0lstt>e PN=I=6`^3K!fb;(Y!!6qE literal 0 HcmV?d00001 diff --git a/soft_arm_sim/soft_arm_sim/deeplearning/train.py b/soft_arm_sim/soft_arm_sim/deeplearning/training/train.py similarity index 100% rename from soft_arm_sim/soft_arm_sim/deeplearning/train.py rename to soft_arm_sim/soft_arm_sim/deeplearning/training/train.py diff --git a/soft_arm_sim/soft_arm_sim/deeplearning/training/train_pinn_basic.py b/soft_arm_sim/soft_arm_sim/deeplearning/training/train_pinn_basic.py new file mode 100644 index 0000000..82d935d --- /dev/null +++ b/soft_arm_sim/soft_arm_sim/deeplearning/training/train_pinn_basic.py @@ -0,0 +1,84 @@ +import torch +import numpy as np +import os +from ..models.mlp_network import SimpleIKNet +from ..layers.differentiable_pcc import DifferentiablePCC + +def train(): + # 1. 配置 + device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + print(f"Running on {device}") + + # 初始化模型 + ik_model = SimpleIKNet().to(device) + # 初始化物理层 (不需要优化参数,只用于计算) + fk_layer = DifferentiablePCC().to(device) + + optimizer = torch.optim.Adam(ik_model.parameters(), lr=1e-4) + + # 2. 训练循环 + epochs = 20000 + batch_size = 64 + + # 定义关节限制 (Constraint) + # 假设 theta 范围 [0, pi/2], phi 范围 [-pi, pi] + theta_limit = 3.14159 / 2 + + for epoch in range(epochs): + # --- A. 随机采样目标点 (Unsupervised) --- + # 我们需要在机械臂可达的工作空间内采样 + # 简单起见,我们在一个大致的半球内采样,或者随机生成关节角求正解来得到目标点 + # 方法:Teacher Forcing (用随机关节角生成的真实 Pos 作为 Target) + # 这样能保证 Target 一定是可达的,训练效率最高 + + with torch.no_grad(): + # 随机生成合法的关节角作为"答案" + random_thetas = torch.rand(batch_size, 3).to(device) * theta_limit + random_phis = (torch.rand(batch_size, 3).to(device) * 2 - 1) * torch.pi + + # 拼成 (Batch, 6) + gt_joints = torch.zeros(batch_size, 6).to(device) + gt_joints[:, 0::2] = random_thetas + gt_joints[:, 1::2] = random_phis + + # 计算对应的 Target Position + target_pos = fk_layer(gt_joints) + + # --- B. 前向传播 --- + # 输入:Target Position + # 输出:Predicted Joints + pred_joints = ik_model(target_pos) + + # --- C. 物理一致性 Loss (PINN Loss) --- + # 将预测的关节角代入物理层,看算出的位置在哪里 + est_pos = fk_layer(pred_joints) + + # 1. 位置误差 (Task Loss) + loss_pos = torch.mean((est_pos - target_pos)**2) + + # 2. 关节限制 Loss (Physical Constraint) + # 惩罚 theta < 0 或 theta > limit + # 提取 theta: 0, 2, 4 列 + pred_thetas = pred_joints[:, 0::2] + loss_limits = torch.mean(torch.relu(-pred_thetas)**2) + \ + torch.mean(torch.relu(pred_thetas - theta_limit)**2) + + # 总 Loss + total_loss = loss_pos + 0.1 * loss_limits + + # --- D. 反向传播 --- + optimizer.zero_grad() + total_loss.backward() + optimizer.step() + + if epoch % 1000 == 0: + print(f"Epoch {epoch} | Pos Loss: {loss_pos.item():.6f} | Limit Loss: {loss_limits.item():.6f}") + + # 3. 保存 + save_path = "../checkpoints/pinn_basic.pth" + os.makedirs(os.path.dirname(save_path), exist_ok=True) + torch.save(ik_model.state_dict(), save_path) + print(f"Model saved to {save_path}") + +if __name__ == "__main__": + train() \ No newline at end of file