Title
Semi-automated map creation for fast deployment of AGV fleets in modern logistics.
Abstract
Today, Automated Guided Vehicles (AGVs) still have a low market share in logistics, compared to manual forklifts. We identified one of the main bottlenecks in the rather long deployment time which involves precise 2D mapping of the plant, 3D geo-referencing of pick-up/ drop positions and the manual design of the roadmap. The long deployment time has various reasons: in state-of-the-art plant installations, designated infrastructure is still necessary for the localization; the mapping process requires highly skilled personnel; in many cases unavailable or inappropriate position information of drop points for goods must be corrected on site. Finally, the design of the roadmap, performed by expert technicians is manually optimised in a tedious process to achieve maximum flow of goods for the plant operator.
Year
DOI
Venue
2017
10.1016/j.robot.2016.10.018
Robotics and Autonomous Systems
Keywords
Field
DocType
AGVs,3D mapping,Roadmap creation
Software deployment,Laser scanning,Virtual representation,Computer science,Simulation,Segmentation,Free space,Operator (computer programming),Market share,Semantic map
Journal
Volume
ISSN
Citations 
87
0921-8890
5
PageRank 
References 
Authors
0.54
32
6
Name
Order
Citations
PageRank
Patric Beinschob160.89
Mark Meyer2366.50
Christoph Reinke360.89
Valerio Digani4524.94
Cristian Secchi597781.94
Lorenzo Sabattini639336.65