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Light detection and ranging (LiDAR)
Outline
• The need for laser radar (LiDAR)
• Basic concept and simple measurements using LiDAR
• Challenges in designing and operating LiDAR
Slide No 1 LIDAR Presenter: Usman Habib
• Referenc book: "LiDAR Technologies and Systems" by Paul F. McManamon, SPIE Press, July 2019.
• Simulation: LiDAR processing toolbox (MATLAB)
• Experimental demonstration: Getting Started with LiDAR, video on youtube by DroneBot Workshop (https://www.youtube.com/watch?v=VhbFbxyOI1k)
What will we learn?
• The need of optical/photonics devices in state-of-the-art technologies
• Working principle of LiDAR and factors to be considered for its design and operation
Prerequisite courses:
• Electronics and Circuit analysis, Semiconductor materials and devices, Signals and systems
Related courses:
• Optical engineering (Optical beams and optical detectors.)
• Lasers and application (Laser operation, characteristics of Laser beams, Meteorological
measurement systems: alignment gauging and range finding, laser beam communications.)
• Opto Electronics (optical detection.)
• Optical communication and computing (advanced applications)
Lab work and further research:
• Laser Research Laboratory
Slide No 2 LIDAR Presenter: Usman Habib
Applications and associated problem:
• Remote sensing over large regions > to characterize vegetation, search operations,
landscape monitoring, agricultural advancements, etc
• Full automation for mobility > 3D representation of the surroundings
Deployed technologies and challenges:
• Radars can’t provide precise object identification at longer distances due to low resolution
• Cameras are limited by the visibility conditions and require complex AI to translate
captured data into 3D interpretation
• Ultrasound is very short range
Possible solution: Optical system + Signal processing
Slide No 3 LIDAR Presenter: Usman Habib
Slide No 4 LIDAR Presenter: Usman Habib
How LiDAR works?
Source: https://www.geoilenergy.com/en/servicios/geoespaciales/eagle-mapping
• Laser generates an optical pulse
• Pulse is reflected off an object and
returns to the system receiver
• High-speed counter measures the time
of flight from the start pulse to the
return pulse
• Time measurement is converted to a
distance (the distance to the target and
the position of the transmitter is then
used to determine the elevation and
location)
• Multiple returns can be measured for
each pulse
Slide No 5 LIDAR Presenter: Usman Habib
Principle of LiDAR measurements
Source:https://www.microcontrollertips.com/lidar-
and-time-of-flight-part-2-operation/
Tx
Rx
Limit the
field of
view
Processing
only
correlated
photons
Optical
Narrowband
filter
Slide No 6 LIDAR Presenter: Usman Habib
Lets start with some simple mathematical calculations
Wavelength of the laser (transmitter):
 1064 nm using Ytterbium-doped fiber lasers
• commercially-available, detector can be Si-based, high reflectance from vegetation
and snow
• hazardous for the eyes (Class 1 lasers?), large background noise from the sunlight
 532 nm produced by frequency-doubling a 1064 nm laser
• ideal for bathymetry applications
 1550 nm using Er-doped fiber lasers
• Eye-safe lasers
• use of InGaAs or Ge photodetectors which are more expensive and have lower
detectivity than Si detectors
• strong water absorption
Slide No 7 LIDAR Presenter: Usman Habib
Laser Parameters (1/2)
Pulse Repetition Rate (vertical resolution)
• High pulse repetition rates enable faster acquisition of data and/or higher point cloud
density.
• The laser pulse width determines the range or vertical target resolution
Laser Power and Beam Divergence (Range)
• laser peak power, target surface diffuse reflectance, and the amount of reflected
ambient light
• Range also depends on the type of receiver (photomultiplier) and photon budget
Spectral Width and wavelength stability
• Narrow bandpass filter is utilized
Efficiency, Footprint, and Weight
Slide No 8 LIDAR Presenter: Usman Habib
Laser Parameters (2/2)
Summary:
• LiDAR can provide fast acquisition and low dependence on weather conditions or
terrain
• Laser properties (linewidth, wavelength, peak power, pulse repetition rate) are
important design parameters
• Challenges like background noise (sunlight, etc) and low reflective targets need to be
considered for the LiDAR design
• Higher data density enables accurate 3D mapping but it requires storage and
advanced signal processing (cost)
• Next time we will talk about:
• How beam divergence affects the LiDAR range (mathematical model)
• Signal processing (filtering, Noise cancellation, etc) for the acquired data
• Any questions or points for discussion ?
Slide No 9 LIDAR Presenter: Usman Habib

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LiDAR.pptx

  • 1. Light detection and ranging (LiDAR) Outline • The need for laser radar (LiDAR) • Basic concept and simple measurements using LiDAR • Challenges in designing and operating LiDAR Slide No 1 LIDAR Presenter: Usman Habib • Referenc book: "LiDAR Technologies and Systems" by Paul F. McManamon, SPIE Press, July 2019. • Simulation: LiDAR processing toolbox (MATLAB) • Experimental demonstration: Getting Started with LiDAR, video on youtube by DroneBot Workshop (https://www.youtube.com/watch?v=VhbFbxyOI1k)
  • 2. What will we learn? • The need of optical/photonics devices in state-of-the-art technologies • Working principle of LiDAR and factors to be considered for its design and operation Prerequisite courses: • Electronics and Circuit analysis, Semiconductor materials and devices, Signals and systems Related courses: • Optical engineering (Optical beams and optical detectors.) • Lasers and application (Laser operation, characteristics of Laser beams, Meteorological measurement systems: alignment gauging and range finding, laser beam communications.) • Opto Electronics (optical detection.) • Optical communication and computing (advanced applications) Lab work and further research: • Laser Research Laboratory Slide No 2 LIDAR Presenter: Usman Habib
  • 3. Applications and associated problem: • Remote sensing over large regions > to characterize vegetation, search operations, landscape monitoring, agricultural advancements, etc • Full automation for mobility > 3D representation of the surroundings Deployed technologies and challenges: • Radars can’t provide precise object identification at longer distances due to low resolution • Cameras are limited by the visibility conditions and require complex AI to translate captured data into 3D interpretation • Ultrasound is very short range Possible solution: Optical system + Signal processing Slide No 3 LIDAR Presenter: Usman Habib
  • 4. Slide No 4 LIDAR Presenter: Usman Habib How LiDAR works? Source: https://www.geoilenergy.com/en/servicios/geoespaciales/eagle-mapping
  • 5. • Laser generates an optical pulse • Pulse is reflected off an object and returns to the system receiver • High-speed counter measures the time of flight from the start pulse to the return pulse • Time measurement is converted to a distance (the distance to the target and the position of the transmitter is then used to determine the elevation and location) • Multiple returns can be measured for each pulse Slide No 5 LIDAR Presenter: Usman Habib Principle of LiDAR measurements Source:https://www.microcontrollertips.com/lidar- and-time-of-flight-part-2-operation/
  • 6. Tx Rx Limit the field of view Processing only correlated photons Optical Narrowband filter Slide No 6 LIDAR Presenter: Usman Habib Lets start with some simple mathematical calculations
  • 7. Wavelength of the laser (transmitter):  1064 nm using Ytterbium-doped fiber lasers • commercially-available, detector can be Si-based, high reflectance from vegetation and snow • hazardous for the eyes (Class 1 lasers?), large background noise from the sunlight  532 nm produced by frequency-doubling a 1064 nm laser • ideal for bathymetry applications  1550 nm using Er-doped fiber lasers • Eye-safe lasers • use of InGaAs or Ge photodetectors which are more expensive and have lower detectivity than Si detectors • strong water absorption Slide No 7 LIDAR Presenter: Usman Habib Laser Parameters (1/2)
  • 8. Pulse Repetition Rate (vertical resolution) • High pulse repetition rates enable faster acquisition of data and/or higher point cloud density. • The laser pulse width determines the range or vertical target resolution Laser Power and Beam Divergence (Range) • laser peak power, target surface diffuse reflectance, and the amount of reflected ambient light • Range also depends on the type of receiver (photomultiplier) and photon budget Spectral Width and wavelength stability • Narrow bandpass filter is utilized Efficiency, Footprint, and Weight Slide No 8 LIDAR Presenter: Usman Habib Laser Parameters (2/2)
  • 9. Summary: • LiDAR can provide fast acquisition and low dependence on weather conditions or terrain • Laser properties (linewidth, wavelength, peak power, pulse repetition rate) are important design parameters • Challenges like background noise (sunlight, etc) and low reflective targets need to be considered for the LiDAR design • Higher data density enables accurate 3D mapping but it requires storage and advanced signal processing (cost) • Next time we will talk about: • How beam divergence affects the LiDAR range (mathematical model) • Signal processing (filtering, Noise cancellation, etc) for the acquired data • Any questions or points for discussion ? Slide No 9 LIDAR Presenter: Usman Habib

Editor's Notes

  1. Where the trees are or need to be planted? If they are damaged? Searching and scanning lost people or water reservoirs etc?