Cargando…
Hardware Accelerated Compression of LIDAR Data Using FPGA Devices
Airborne Light Detection and Ranging (LIDAR) has become a mainstream technology for terrain data acquisition and mapping. High sampling density of LIDAR enables the acquisition of high details of the terrain, but on the other hand, it results in a vast amount of gathered data, which requires huge st...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Molecular Diversity Preservation International (MDPI)
2013
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3690063/ https://www.ncbi.nlm.nih.gov/pubmed/23673680 http://dx.doi.org/10.3390/s130506405 |
_version_ | 1782274343787560960 |
---|---|
author | Biasizzo, Anton Novak, Franc |
author_facet | Biasizzo, Anton Novak, Franc |
author_sort | Biasizzo, Anton |
collection | PubMed |
description | Airborne Light Detection and Ranging (LIDAR) has become a mainstream technology for terrain data acquisition and mapping. High sampling density of LIDAR enables the acquisition of high details of the terrain, but on the other hand, it results in a vast amount of gathered data, which requires huge storage space as well as substantial processing effort. The data are usually stored in the LAS format which has become the de facto standard for LIDAR data storage and exchange. In the paper, a hardware accelerated compression of LIDAR data is presented. The compression and decompression of LIDAR data is performed by a dedicated FPGA-based circuit and interfaced to the computer via a PCI-E general bus. The hardware compressor consists of three modules: LIDAR data predictor, variable length coder, and arithmetic coder. Hardware compression is considerably faster than software compression, while it also alleviates the processor load. |
format | Online Article Text |
id | pubmed-3690063 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Molecular Diversity Preservation International (MDPI) |
record_format | MEDLINE/PubMed |
spelling | pubmed-36900632013-07-09 Hardware Accelerated Compression of LIDAR Data Using FPGA Devices Biasizzo, Anton Novak, Franc Sensors (Basel) Article Airborne Light Detection and Ranging (LIDAR) has become a mainstream technology for terrain data acquisition and mapping. High sampling density of LIDAR enables the acquisition of high details of the terrain, but on the other hand, it results in a vast amount of gathered data, which requires huge storage space as well as substantial processing effort. The data are usually stored in the LAS format which has become the de facto standard for LIDAR data storage and exchange. In the paper, a hardware accelerated compression of LIDAR data is presented. The compression and decompression of LIDAR data is performed by a dedicated FPGA-based circuit and interfaced to the computer via a PCI-E general bus. The hardware compressor consists of three modules: LIDAR data predictor, variable length coder, and arithmetic coder. Hardware compression is considerably faster than software compression, while it also alleviates the processor load. Molecular Diversity Preservation International (MDPI) 2013-05-14 /pmc/articles/PMC3690063/ /pubmed/23673680 http://dx.doi.org/10.3390/s130506405 Text en © 2013 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/ |
spellingShingle | Article Biasizzo, Anton Novak, Franc Hardware Accelerated Compression of LIDAR Data Using FPGA Devices |
title | Hardware Accelerated Compression of LIDAR Data Using FPGA Devices |
title_full | Hardware Accelerated Compression of LIDAR Data Using FPGA Devices |
title_fullStr | Hardware Accelerated Compression of LIDAR Data Using FPGA Devices |
title_full_unstemmed | Hardware Accelerated Compression of LIDAR Data Using FPGA Devices |
title_short | Hardware Accelerated Compression of LIDAR Data Using FPGA Devices |
title_sort | hardware accelerated compression of lidar data using fpga devices |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3690063/ https://www.ncbi.nlm.nih.gov/pubmed/23673680 http://dx.doi.org/10.3390/s130506405 |
work_keys_str_mv | AT biasizzoanton hardwareacceleratedcompressionoflidardatausingfpgadevices AT novakfranc hardwareacceleratedcompressionoflidardatausingfpgadevices |