Can a Laplace PDE Define Air Corridors through Low-Altitude Airspace?

04/05/2023
by   Aeris El Asslouj, et al.
0

This paper develops a high-density air corridor traffic flow model for Uncrewed Aircraft System (UAS) operation in urban low altitude airspace. To maximize throughput with safe separation guarantees, we define an airspace spatiotemporal planning problem. For the spatial planning, we propose a multi-floor UAS coordination structure divided into a finite number of air corridors safely wrapping buildings and obstacles. We use the USGS Lidar data to map buildings and in turn generate air corridors by modeling UAS coordination as ideal fluid flow with the streamlines obtained by solving the Laplace partial differential equation (PDE). Proper boundary conditions for the differential equations are imposed to direct air corridors along the floors desired motion direction. For temporal planning, we use 4-dimensional path-finding through the corridor network with A* search to maximize airspace usability given each UAS initial and destination waypoint pair.

READ FULL TEXT

page 2

page 3

page 7

page 8

research
11/30/2020

A New Treatment of Boundary Conditions in PDE Solutions with Galerkin Methods via Partial Integral Equation Framework

We present a new framework for solution of Partial Differential Equation...
research
05/03/2021

Optimal heating of an indoor swimming pool

This work presents the derivation of a model for the heating process of ...
research
03/23/2019

Physics-Based Freely Scalable Continuum Deformation for UAS Traffic Coordination

This paper develops a novel physics-inspired traffic coordination approa...
research
04/12/2022

A Finite-State Fixed-Corridor Model for UAS Traffic Management

This paper proposes a physics-inspired solution for low altitude Unmanne...
research
04/03/2023

Leveraging Predictive Models for Adaptive Sampling of Spatiotemporal Fluid Processes

Persistent monitoring of a spatiotemporal fluid process requires data sa...
research
06/05/2022

Learning a Mesh Motion Technique with Application to Fluid-Structure Interaction and Shape Optimization

Mesh degeneration is a bottleneck for fluid-structure interaction (FSI) ...
research
06/26/2020

Spiral capacitor calculation using FEniCS

The paper shows how to optimize a water level sensor consisting of a cyl...

Please sign up or login with your details

Forgot password? Click here to reset