ApexDrive
Robotics Actuator Control Engine, Inverter SDK & Simulation Suite
Field-Oriented Control (FOC) • Linux SocketCAN Transport • ros2_control System Interface • STM32G4 Embedded Target
1. Distribution & Installation Channels
| Channel | Method / Command | Description |
|---|---|---|
| PyPI (Python Package Index) | pip install apexdrive-core |
High-level Python Client SDK & simulation bindings |
| Homebrew (macOS / Linux) | brew install Himan-D/apexdrive/apexdrive |
Standalone Developer CLI diagnostic tool |
| Debian / Ubuntu Package | sudo dpkg -i apexdrive_1.1.0_amd64.deb |
Pre-compiled Linux CLI & libapexdrive_host.a |
| Docker (GHCR) | docker pull ghcr.io/himan-d/apexdrive:latest |
Multi-arch Linux runtime (amd64, arm64) |
| ROS 2 ros2_control | CMake find_package(apexdrive_hardware) |
Standardized hardware_interface::SystemInterface plugin |
| Source / Embedded C++20 | Git Submodule / CMake | Zero-dependency C++20 core (include/apexdrive) |
2. Architecture Overview
ApexDrive is organized into four decoupled architectural layers to bridge high-level robotics orchestration with bare-metal inverter electronics:
+-----------------------------------------------------------------------------+
| 1. ROBOTICS ORCHESTRATION & HIGH-LEVEL APIS |
| - ROS 2 ros2_control SystemInterface Plugin (C++) |
| - Python Client SDK (import apexdrive) |
| - Developer Diagnostic CLI (apexdrive scan / monitor / bench / info) |
+--------------------------------------┬--------------------------------------+
| 1 kHz CAN-FD (CAN-FD v2 Protocol)
+--------------------------------------v--------------------------------------+
| 2. HOST TRANSPORT & PROTOCOL LAYER |
| - Linux SocketCAN Driver (socket(PF_CAN, SOCK_RAW, CAN_RAW)) |
| - Symmetric Q15 Fixed-Point Frame Serialization & CRC16 Validation |
| - PlatformDetector: Dynamic Environment & Real-Time Kernel Auto-Discovery|
| - Cross-Platform Deterministic Simulation Testbench (macOS / Linux) |
+--------------------------------------┬--------------------------------------+
| Bus Communication
+--------------------------------------v--------------------------------------+
| 3. CORE FOC VECTOR MATHEMATICS & SAFETY SUPERVISOR |
| - Authoritative Single-Source MotorParameters (Analytical Kt, Ke) |
| - Forward/Inverse Clarke & Park Transformations |
| - Space Vector Modulation (SVPWM) with Min/Max Common-Mode Injection |
| - Coupled Vector-Space Voltage Limiter with Anti-Windup Back-Calculation |
| - Cross-Coupling Voltage Decoupling Feedforward |
| - 256-Point Linear-Interpolated Anti-Cogging Harmonic Map |
| - Sliding Mode Observer (SMO) with Tracking Phase-Locked Loop (PLL) |
| - Continuous Salient PMSM Differential Dynamics Engine |
+--------------------------------------┬--------------------------------------+
| Hardware Registers / DMA
+--------------------------------------v--------------------------------------+
| 4. BARE-METAL EMBEDDED FIRMWARE (firmware/stm32g4) |
| - 25 kHz Injected ADC Conversion ISR (Phase Shunt Sampling) |
| - TIM1 Advanced Timer Center-Aligned Complementary PWM (120ns Dead-Time) |
| - Hardware Safe Torque Off (STO) via TIM1 Break Input 1 (BKIN) |
| - SPI 14-Bit Magnetic Absolute Angle Encoder Driver (AS5047P / MA730) |
+-----------------------------------------------------------------------------+
3. Core Capabilities
Unified FOC Core (apexdrive::FocEngine)
- Zero dynamic memory allocation in control execution paths.
- Analytical motor parameter grounding: $K_t = 1.5 p \psi_f$, $K_e = \frac{\sqrt{3}}{2} p \psi_f$.
- Decoupled cross-coupling feedforward: $$V_d^* = V_{d,\text{PI}} - \omega_e L_q I_q$$ $$V_q^* = V_{q,\text{PI}} + \omega_e (L_d I_d + \psi_f)$$
- Coupled vector-space voltage limiter ensuring $\sqrt{V_d^2 + V_q^2} \le V_{\max} = \frac{V_{\text{bus}}}{\sqrt{3}} \cdot 0.98$ with proportional back-calculation anti-windup integration.
- Shared single implementation across host simulation, hardware-in-the-loop (HIL) testing, and STM32 embedded firmware.
Multi-Tier Safety Architecture
- Hardware STO: Direct analog comparator break input (
TIM1_BDTR.BKE) tri-stating inverter gate drivers in $< 40\text{ ns}$ independently of software execution. - Software Safety Supervisor: Continuous verification of peak phase overcurrent, DC bus overvoltage, under-voltage lockout (UVLO), stator/inverter thermal limits, and $I^2t$ continuous energy accumulation.
- Command Watchdog: Monotonic 25 ms heartbeat monitor requiring valid, CRC-verified frames to maintain torque generation.
Compliant Motion Control
- Programmable virtual spring-damper impedance control law: $$\tau = K_p(\theta_d - \theta) + K_d(\dot{\theta}d - \dot{\theta}) + \tau{ff}$$
- Designed for multi-axis synchronization in legged and humanoid robotics.
4. Automatic Platform Auto-Adaptation
ApexDrive dynamically discovers the host machine environment at runtime via apexdrive::PlatformDetector and adjusts its execution backend without requiring manual configuration:
apexdrive info
================================================================================
APEXDRIVE PLATFORM AUTO-ADAPTATION REPORT
================================================================================
- Host Operating System : Linux (ARM64 / AArch64)
- Real-Time Kernel (RT) : ACTIVE (PREEMPT_RT Hard Real-Time)
- Detected CAN Busses : can0, can1
- Execution Backend : PHYSICAL HARDWARE MODE (Bound to can0)
- Strategy : Native SocketCAN-FD kernel communication with transceivers
================================================================================
5. Building from Source & Running Tests
Prerequisites
- C++20 compliant compiler (GCC 11+, Clang 14+, MSVC 2022, or Apple Clang)
- CMake 3.20+
- Linux with
libsocketcan-dev(optional, required for physical CAN-FD bus communication)
Build Commands
# Clone the repository
git clone https://github.com/Himan-D/apexdrive.git
cd apexdrive
# Configure and compile
mkdir build && cd build
cmake -DCMAKE_BUILD_TYPE=Release ..
make -j$(nproc)
# Run component unit tests and closed-loop hardware readiness scenarios
./test_suite
./control_scenarios_test
6. CLI Reference
# Display auto-detected host environment profile & active backend
./apexdrive info
# Scan CAN bus for physical joint actuators (falls back to simulation mode if no CAN hardware is present)
./apexdrive scan --interface can0
# Synthesize current loop PI gains and anti-cogging feedforward map
./apexdrive tune --id 0x14
# Launch real-time terminal telemetry monitor
./apexdrive monitor --id 0x14
# Output forensic circular black-box buffer
./apexdrive dump-blackbox
# Execute host-side 1,000,000-cycle timing benchmark
./apexdrive bench
7. ROS 2 Integration (ros2_control)
The apexdrive_hardware package provides a standardized hardware_interface::SystemInterface plugin for ROS 2 Humble, Iron, and Jazzy.
URDF Configuration
<ros2_control name="ApexDriveSystem" type="system">
<hardware>
<plugin>apexdrive_hardware/ApexDriveHardware</plugin>
<param name="can_interface">can0</param>
</hardware>
<joint name="joint_1">
<param name="node_id">16</param>
<command_interface name="position"/>
<command_interface name="effort"/>
<state_interface name="position"/>
<state_interface name="velocity"/>
<state_interface name="effort"/>
</joint>
</ros2_control>
8. Python Client SDK
Install from PyPI:
pip install apexdrive-core
Usage Example:
import apexdrive
# Initialize actuator connection
joint = apexdrive.Actuator(interface="can0", node_id=0x14)
joint.arm()
# Stream 1 kHz compliant impedance commands
# pos_rad: target angle, kp: stiffness (Nm/rad), kd: damping (Nm*s/rad), tau_ff: feedforward (Nm)
joint.set_impedance(pos_rad=1.57, vel_rad_s=0.0, kp=45.0, kd=2.5, tau_ff=1.2)
# Read telemetry snapshot
state = joint.get_state()
print(f"Position: {state.position_rad:.4f} rad | Torque: {state.torque_nm:.2f} Nm | Bus: {state.v_bus_v:.1f} V")
9. License
Distributed under the Apache 2.0 License. See LICENSE for details.
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