Miniature Edge AI Node Dual-Mode Motion & Acoustic Launch Q4 2027

IGFO-AE-100 Miniature Motion & Acoustic Sensor

Ultra-compact 20.0 × 10.0 mm sensor fusing 6-DoF motion sensing (up to 6.66 kHz ODR) with wideband digital PDM acoustic MEMS, dual-core RISC-V SoC micro-DSP, fixed-point 4096-pt FFT, ISO 20816 velocity RMS, and half-duplex RS-485 Modbus RTU communication.

Target Specifications
FORM FACTOR 20.0 × 10.0 mm (≈ 1.0 g)
MOTION SENSING 6-DoF IMU (6.66 kHz ODR)
ACOUSTIC SENSING Wideband Digital PDM (100 Hz – 10 kHz)
PROCESSOR Dual-Core RISC-V 160 MHz
IGFO-AE-100 Miniature Motion & Acoustic Sensor IGFO-AE-100 sensor (representative image)
Image for illustration; final product may differ.
FIG 1.0 • IGFO-AE-100 Miniature Motion & Acoustic Sensor • MEMS Motion & Acoustic Fusion

Sensor Architecture & Core Highlights

Engineered for embedded mechanical intelligence: fusing wideband high-frequency inertial motion, airborne & structure-borne acoustic capture, and hardware-accelerated DSP in an ultra-low-mass profile.

6-DoF Motion Engine

Synchronous Inertial Sensing

  • • 3-axis accelerometer (±2, ±4, ±8, ±16 g)
  • • 3-axis gyroscope (±125 to ±2000 dps)
  • • High Output Data Rate (ODR to 6.66 kHz)
  • • Bottom-side IMU layout with thermal barrier
  • • Direct structural coupling for bearing health
Wideband Acoustic

Digital PDM MEMS Microphone

  • • 100 Hz – 10 kHz wideband acoustic capture
  • • −26 dBFS high acoustic sensitivity
  • • High-frequency acoustic anomaly sensing (up to 10 kHz)*
  • • Sound Pressure Level SPL dB(A) calculation
  • • Friction, cavitation & micro-leak detection
Dual-Core Processing

RISC-V SoC Architecture

  • • Dual-Core RISC-V edge processing architecture
  • • 160 MHz High-Performance RISC-V core
  • • 20 MHz Low-Power auxiliary core
  • • 512 KB HP SRAM + 4 MB in-package flash
  • • Optional BLE* wireless communications
Industrial I/O & Power

RS-485 & UART Interface

  • • Industrial RS-485 half-duplex transceiver
  • • Modbus RTU (9.6 kbaud up to 2 Mbaud)
  • • 3.3 V TTL UART raw-data streaming mode
  • • Wide 3.0 V – 5 V DC supply range
  • • Low power: ≈30 mA typ, ≈70 mA TX

Target Specifications

Comprehensive hardware parameters, processing benchmarks, physical dimensions, and electrical operating limits.

Document Rev 1.2 • Target Specs
IGFO-AE-100 Engineering Specifications Table Form Factor • Sensing • Compute • Interface
Feature Specification (target)
Form factor 20.0 × 10.0 mm, 1.6 mm 4-layer FR-4; components top + IMU bottom; ≈ 1.0 g
Motion sensing 3-axis accel ±2/4/8/16 g + 3-axis gyro ±125…±2000 dps, ODR to 6.66 kHz
Acoustic sensing Digital PDM MEMS microphone, 100 Hz – 10 kHz, −26 dBFS sensitivity*
Processor Dual-Core RISC-V SoC: 160 MHz HP core + 20 MHz LP core, 512 KB HP SRAM, in-package 4 MB flash (Optional BLE*)
Edge analytics RMS / peak / crest / kurtosis, velocity RMS (ISO 20816), fixed-point FFT to 4096 pts, envelope demodulation, SPL dB(A), octave bands, tilt, on-MCU anomaly score
Interface RS-485 half-duplex (Modbus RTU, 9.6 kbaud – 2 Mbaud) or 3.3 V TTL UART; raw-data streaming mode
Power 3.3 / 5 V DC (3.0 – 5 V) on pad P1; ≈ 30 mA typ, ≈ 70 mA during RS-485 transmit
Environment −40 °C to +85 °C operating
Installation Rigid epoxy via 1.0 mm bond frame (IMU never in adhesive); +Z normal to mounting face

* Note on Acoustic Sensing: Standard wideband acoustic sensing covers 100 Hz – 10 kHz. Application-specific transducer options are available upon engineering evaluation.

** Note: Optional BLE wireless capability available in designated hardware variant. Target specifications; subject to change after validation.

On-MCU Edge Analytics & Signal Processing

The dual-core RISC-V SoC eliminates raw-data cloud bottlenecks by running synchronous micro-DSP pipelines directly at the physical point of measurement.

ISO 20816 Velocity RMS

Continuously integrates acceleration waveforms to compute velocity RMS in accordance with the ISO 20816 method, allowing direct classification into machine health zones (Class I – IV) without PLC computational load.

4096-Point Fixed-Point FFT

Hardware-accelerated fixed-point FFT up to 4096 points isolates distinct mechanical frequencies, running alongside envelope demodulation to reveal bearing defect harmonics (BPFO, BPFI, BSF, FTF).

Statistical Time-Domain Metrics

Extracts true Peak, RMS, Crest Factor, Kurtosis, and static/dynamic tilt angle. Kurtosis and crest factor identify early-stage impact events well before overall vibration levels breach warning thresholds.

Acoustic Audio & Anomaly Score

Calculates Sound Pressure Level (SPL) in dB(A) and decomposes acoustic energy across octave bands (100 Hz – 10 kHz wideband acoustic). A real-time on-MCU anomaly score fuses motion and acoustic indicators for deterministic local alerting.

Mounting & Cable Harness Customization: Enclosure mounting configurations and mechanical interfaces are fully customizable based on customer asset requirements. We support versatile intrusive and non-intrusive mounting options—including high-tack industrial adhesive bonding, pipe and structural clamps, DIN-rail clips, clip-on/quick-connect cable connectors, magnetic mounting shoes, and rigid bolt-down or threaded studs tailored to customer machinery—as well as custom cable harness assemblies. Connect with our engineering team at contact@ignisforma.com or submit an inquiry for standard accessory availability and customized mechanical integration options.

Industry & Application Use Cases

With a nominal footprint of only 20.0 × 10.0 mm and mass of ≈ 1.0 g, IGFO-AE-100 embeds directly into tight mechanical enclosures where conventional sensors cannot fit.

Robotics & Motion

Articulated Cobot & Robot Joint Telemetry

Direct embedding into robot arm castings, wrist assemblies, and harmonic gearboxes. The nominal 1.0 g mass introduces virtually zero inertia or dynamic unbalance. Synchronous 6-DoF motion tracking at 6.66 kHz ODR monitors gear backlash, joint tooth friction, and micro-oscillations.

Benefits: Zero payload penalty • Early backlash warning • Real-time tilt & angular velocity
Machine Tools

High-Speed CNC Spindle Monitoring

Mounted via rigid epoxy directly onto the spindle cartridge or nose bearing cap. The combination of 6.66 kHz vibration ODR and 4096-pt FFT captures high-frequency tool chatter, cutter imbalance, and outer-race bearing spalling to support early intervention.

Benefits: Tool wear detection • Surface finish protection • Unbalance & bearing fluting alerts
Energy & Fluids

Acoustic Micro-Leak & Valve Cavitation

The digital PDM MEMS microphone captures airborne turbulence and structure-borne acoustic hiss from compressed air fittings, process steam traps, and vacuum valves. Octave-band energy and SPL dB(A) metrics pinpoint micro-leaks and cavitation bubbles before hydraulic pump wear occurs.

Benefits: Compressed air loss reduction • Early cavitation warning • Non-intrusive mounting
Semiconductor Fab

Cleanroom Wafer Handling & Vacuum Chambers

Sub-miniature size permits installation inside atmospheric transfer modules, EFEM end-effectors, and turbomolecular pump housings. Modbus RTU communication over multi-drop RS-485 connects directly into tool PLCs without introducing extra bulk inside high-cleanliness environments.

Benefits: Cleanroom-compatible footprint • Direct PLC integration • Multi-drop bus topology
Off-Highway & Heavy Fleet

Mining & Agricultural Drive Machinery

Built for −40 °C to +85 °C industrial temperature extremes and 3.0 – 5 V supply tolerances. Ideal for tracking hydraulic drive motors, planetary hub gearboxes, and vibrating screener decks where shock, vibration, and dust would destroy consumer-grade sensors.

Benefits: Wide operating temperature • EMI-hardened RS-485 • Continuous anomaly scoring
Industrial Equipment

Electric Motors, Gearboxes & Pumps

Surface-mounted to motor bearing housings and pump casings. Provides standard ISO 20816 velocity RMS alongside envelope demodulation and acoustic friction metrics, offering complete mechanical condition monitoring in a package the size of a postage stamp.

Benefits: ISO 20816 velocity metrics • Dual motion + acoustic • Low power draw (≈ 30 mA)

Installation & Interface Specifications

Carefully designed physical mounting protocols and electrical termination details ensure maximum mechanical coupling fidelity and long-term operating reliability.

Rigid Epoxy Mounting Framework

The sensor is secured to monitored mechanical surfaces using rigid industrial epoxy across a 1.0 mm bond frame.

  • • IMU Protection: The 6-DoF IMU component is situated on the bottom layer inside a protected recess. The IMU package itself is never in contact with adhesive, preventing silicone stress induction or thermal drift.
  • • Coupling Fidelity: The rigid FR-4 frame is engineered for high-frequency acoustic transfer across 20 Hz – 10 kHz (and ultrasonic bands up to 100 kHz with optional specialized transducers) directly from machine metal into the substrate.
  • • Coordinate Vector: +Z axis is perpendicular (normal) to the mounting face. X and Y axes correspond precisely to the PCB planar edges.

Pad P1 Interface & Electrical Specs

All power and communications connect through high-reliability solder pads on Pad P1:

SignalPin / PadDescription
VCCP1-13.3 V / 5.0 V DC (3.0 – 5 V allowed)
GNDP1-2Power Ground & Shield Reference
RS-485 A (+)P1-3Non-inverting Modbus differential line
RS-485 B (−)P1-4Inverting Modbus differential line
UART TX / RXP1-5 / 63.3 V TTL UART raw-data streaming

Inquire About IGFO-AE-100 Samples & Evaluation

Connect with our engineering team to review mechanical drawings, evaluate pre-production samples, or configure custom Modbus register mappings for your machine tool or robotic architecture.

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