Angular resolution of terrestrial laser scanners
Угловое разрешение наземных лазерных сканеров
2006-04-25
SCID: 54.1/4xbfebks
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EIFOVangular resolutionangular sampling intervaleffective instantaneous field of viewlaser beamwidth
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Abstract (AI)
Abstract Knowledge of a laser scanner's spatial resolution is necessary in order to prevent aliasing and estimate the level of detail that can be resolved from a scanned point cloud. Spatial resolution can be decoupled into range and angular components. The latter is the focus of this paper and is governed primarily by sampling interval and laser beamwidth. However, emphasis is often placed on one of these—typically sampling interval—as an indicator of resolution. Since both affect the resolution of a scanned point cloud, consideration of only one factor independent of the other can lead to a misunderstanding of a system's capabilities. This will be demonstrated to be inappropriate except under very specific conditions. A new, more appropriate resolution measure for laser scanners, the effective instantaneous field of view (EIFOV), is proposed. It is derived by modelling the shift variance of the equal angular increment sampling process, laser beamwidth‐induced positional uncertainty and observed angle quantisation with ensemble average modulation transfer functions (AMTFs). Several commercially available terrestrial laser scanner systems are modelled and analysed in terms of their angular resolution capabilities using the EIFOV.
Key Findings
1
EIFOV is derived by modelling shift variance from equal angular increment sampling, beamwidth-induced positional uncertainty, and observed angle quantisation using ensemble average modulation transfer functions (AMTFs).
2
Emphasizing only sampling interval as an indicator of angular resolution can misrepresent a scanner's capabilities except under very specific conditions.
3
Several commercial terrestrial laser scanner systems were modelled and analysed using EIFOV to evaluate their angular resolution capabilities.
4
Spatial resolution of laser scanners comprises range and angular components, with angular resolution primarily governed by sampling interval and laser beamwidth.
5
The paper proposes a new resolution measure, the effective instantaneous field of view (EIFOV), as a more appropriate metric for laser scanner angular resolution.
Research Object
Terrestrial laser scanners (commercial ranging systems used to produce point clouds)
Research Subject
Angular resolution of laser scanners characterized by sampling interval, laser beamwidth, angle quantisation and their combined effect summarized by the proposed Effective Instantaneous Field of View (EIFOV) using ensemble AMTFs
Publication Details
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2006-04-25
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