LiDAR Chip Design: Direct-ToF and FMCW Silicon Photonic — solid-state optical ranging with SPAD or coherent detection enabling high-resolution 3D imaging for autonomous vehicles and robotics
Direct-ToF LiDAR Architecture
- Time-of-Flight Principle: emit laser pulse, measure round-trip time to obstacle, distance = c×t/2 (c: speed of light, t: time delay)
- Time-to-Digital Converter (TDC): measures time between laser pulse and photodetector edge, typically 10-50 ps resolution (3-15 mm range precision)
- SPAD Array: single-photon avalanche diode array (32×32 to 128×128 pixels), each pixel has dedicated TDC (3D pixel)
- Pulsed Laser: fast LED or pulsed laser (nanosecond pulse width), synchronized with TDC start signal
SPAD (Single-Photon Avalanche Diode) Detector
- Photon Counting: detect individual photons via impact ionization (carrier multiplication), pulse output per photon, histogram TDC output
- 3D-Stacked SPAD: SPAD array on top tier, TDC + readout electronics on bottom tier, enables fine pitch (fill factor 20-50%)
- Sensitivity: photon detection efficiency (PDE) ~30-50%, enables long-range detection even at high ambient light
- Dead Time: recovery period after photon detection (~100 ns), limits count rate, affects range ambiguity
FMCW LiDAR (Coherent Approach)
- Coherent Detection: interfere received signal with local oscillator (LO) laser at receiver, beat frequency encodes range
- Linear Chirp: transmit FMCW laser sweep (MHz/µs chirp rate for range), receiver beat frequency proportional to range
- Advantages: simultaneous distance + velocity measurement (moving objects Doppler-shifted), less affected by sunlight noise
- Silicon Photonic FMCW: on-chip integrated (OPA: optical phased array for beam steering), beam electronically steered (no mechanical scanning)
Optical Phased Array (OPA) Beam Steering
- Antenna Array: array of on-chip antennas (micro-ring resonators or MZI modulator array), phase control per element
- Electronic Steering: phase shifter (thermo-optic or electro-optic) per antenna, enables rapid beam scanning (MHz rates vs mechanical kHz)
- Beam Pattern: grating coupler couples light out of waveguide, constructive/destructive interference creates beam direction
- Steering Range: typically ±20-30° field-of-view (FOV), multiple OPA dies for wider FOV
LiDAR Performance Metrics
- Range: direct-ToF typical 50-200 m (depends on laser power, SPAD PDE, background sunlight), FMCW 50-150 m
- Resolution: depth resolution (z-axis) ~5-20 cm at typical ranges, lateral resolution ~0.1-0.5° (depends on beam width + array pitch)
- Frame Rate: 10-30 Hz typical (automotive), 60+ Hz for high-performance systems
- Power Consumption: direct-ToF ~5-20 W (LED is low power, TDC logic), FMCW ~10-50 W (coherent laser + DSP overhead)
Flash LiDAR vs Scanning LiDAR
- Flash: entire scene illuminated (no scanning), 2D array imager (each pixel = ToF), lower latency, simpler optics, limited range/resolution
- Scanning: single beam scanned across scene (1D or 2D raster), higher resolution possible, requires more electronics, mechanical complication
- Solid-State Scanning: electronic beam steering (OPA), eliminates mechanical rotation (MEMS mirror), improved reliability
SPAD vs APD vs SiPM Comparison
- SPAD: single-photon sensitivity (best for weak signals, long-range), dead-time limits count rate, small active area
- APD: higher gain than PIN, but lower than SPAD, handles higher optical power before saturation, continuous mode operation
- SiPM (Silicon Photomultiplier): array of SPAD cells in parallel, shares voltage, higher count rates, larger active area
Key Challenges
- Ambient Light Rejection: sunlight adds background noise, limits range in daylight, requires filtering (polarization, wavelength, pulse gating)
- Multipath Interference: reflections from multiple surfaces confuse distance estimate, temporal filtering + spatial filtering
- Weather Robustness: rain, snow, fog scatter light, reduce effective range, redundant sensors (radar + camera) compensate
- Temperature Sensitivity: laser wavelength drifts ~0.3 nm/°C, range accuracy affected, on-chip temperature sensor + calibration
Commercial Solid-State LiDAR
- Luminar Hydra: FMCW coherent, 200 m range, electronic beam steering, mass production planned
- Innoviz: SPAD-based, 150 m range, AI chip integration
- Sick S300: FMCW, automotive-grade
Future Roadmap: solid-state lidar adoption accelerating (mass production started 2023+), long-range FMCW (200+ m) enabling highway autonomous driving, photonic integration reducing cost/size, sensor fusion (lidar + radar + camera) standard.