James Donahue EE 444 Fall 2017 11-13-17 LiDAR James Donahue EE 444 Fall 2017 11-13-17.

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Presentation transcript:

James Donahue EE 444 Fall 2017 11-13-17 LiDAR James Donahue EE 444 Fall 2017 11-13-17

What is LiDAR? LIDAR stands for Light Detection and Ranging or Laser Imaging and Ranging LiDAR originated in the 1960’s after the invention of the laser First space LiDAR system was used in 1971 on Apollo 15 as an altimeter Lidar uses ultraviolet, visible, or near infrared light to image objects Measures time delay, phase shift between transmitted and reflected signals Wavelengths vary to suit the target: from about 10 micrometers to the UV (approximately 250 nm)

LiDAR Applications Generating point cloud and 3d images for robotics Distance measurements for drones and autonomous vehicles Creating topographical maps for surveying and forestry Measuring Aerosols and cloud structure in the atmosphere

LiDAR Laser Wavelengths 532nM 600-1000nM 1550nM Used for Bathymetric under water depth scanning LiDAR systems Wavelength attenuates less in water. Most commonly used for non scientific applications Lasers in the wavelength are abundant This frequency range is absorbed by the eye, so the max power is limited to make them eye safe Much safer at higher power levels since the wavelength isn’t as easily absorbed by the eye. Technology is less advanced for detectors in this frequency range Used for longer range and lower resolution because of this

LiDAR Detection Schemes Coherent Detection Direct Energy Detection (Incoherent) Uses phase difference between transmitted and received signal to determine distance. Used in phase sensitive applications like Aerosol scattering lidar systems. Receiver measures the intensity of the returning signal and uses time of flight to determine the distance

High Energy v. Pulse LiDAR High Energy LiDAR Micro Pulse LiDAR Not eye safe and requires more power. More suitable for LiDAR scanning applications Use pulsed lasers to reduce the energy usage of the systems Usually classified as eye safe Relatively new technology, requires fast computing and sensing NASA operates a network of these systems to measure aerosols and cloud structure

Beam Divergence Signal disperses the further away from the emitter The rate at which the beam is spread is defined through the system- specific beam divergence angle  As a result sensors with a larger beam divergence will spread the pulse energy over a larger area which leads to a lower signal to noise ratio Point spacing should be equal to the footprint diameter

Scanning and LiDAR Footprint Larger footprints can be beneficial if we want to be sure to detect small or thin objects like for example power lines. A larger illuminated area will also help to ensure that some part of the signal penetrates the forest canopy. Small LiDAR footprint will result in a more distinctive return. With a smaller illuminated area the signal is also more likely to be returned from a single homogeneous surface and as a result multiple returns will be less likely. Pulse Spacing Equal To footprint Pulse Spacing smaller than footprint diameter Pulse Spacing greater than footprint diameter

Laser Scanning – Azimuth and Elevation Very commonly used in terrestrial lidar systems, i.e. Surveying Not a quick method for laser scanning Usually combined with GPS to generate geospatially referenced data.

Laser Scanning - Nodding (tilt) Mirror Systems Commonly used scanning method in fast refresh LiDAR systems Usually rotates at a high rate of speed, above 1000 RPM to increase resolution of 3D images Panoramic data acquisition Require rotary encoders for a position feedback control loop. Usually capable of scanning in a 360° fov

Other LASER Scanning Techniques Dual Oscillating Plane Mirrors Polygonal Mirror Scanning

LIDAR LITE Module

LIDAR v. PINGDAR v. IR Ranging   LIDAR LITE V3 SHARP GP2Y0A710YK0F Parallax PING Ultrasonic Emitter Wavelength Nominal 905 nm 850 nm .00858 m (40 khZ c=343.2 m/sec) Distance Range 5 cm to 40 m (70% reflectance target) 100cm to 5.5m (90% reflectance target) 2 cm to 3 m (no info) Interface I2c or PWM Analog Output Bidirectional TTL pulse interface on a single I/O pin Current Consumption 105 – 135 mA 30mA 30 – 35mA

Interfacing with LIDAR LITE in Arduino There are 3 versions of the LiDAR lite sensor, each version interfaces with Arduino differently.

Questions? A smaller LiDAR footprint is more desirable to detect smaller objects like power lines? (T/F) Which detection scheme is used in aerosol scattering and atmospheric LiDAR? Coherent Detection, Incoherent Detection, High Energy LiDAR, Pulsed LiDAR Directed energy detection schemes measure which of the following? Returning Signal : Amplitude, Phase, Frequency Which LiDAR scanning method can provide a 360° degree fov? Tilt Mirror, Dual Oscillating Plane Mirror , Polygonal Mirror A larger beam divergence is desireable for long range LiDAR systems? (T/F)

Sources Used https://en.wikipedia.org/wiki/Lidar - General info on LIDAR http://static.garmin.com/pumac/LIDAR_Lite_v3_Operation_Manual_and_Technical_Specifications. pdf - Product Datasheet, wiring guide, and programming guide   https://www.fs.fed.us/pnw/pubs/pnw_gtr768.pdf – Information on LIDAR terminology http://felix.rohrba.ch/en/2015/lidar-footprint-diameter/ - Information about Beam Divergence with LIDAR https://buy.garmin.com/en-US/US/p/557294#specs - LIDAR LITE Datasheet https://acroname.com/sites/default/files/assets/sharp_gp2y0a710yk0f_datasheet.pdf - SHARP Sensor https://www.parallax.com/sites/default/files/downloads/28015-PING-Sensor-Product-Guide- v2.0.pdf - PING sensor http://www.lidar-uk.com/how-lidar-works/   http://www.hamamatsu.com/us/en/community/optical_sensors/articles/measuring_distance_wit h_light/index.html  http://www.sdrobots.com/tech-thursday-012-pulsedlight-lidar-lite/  https://mplnet.gsfc.nasa.gov