Title
Distributed Resource Allocation and Load Balancing in Air-to-Ground Networks
Abstract
Internet connectivity on aircraft is becoming more and more popular, while its performance is lacking behind the offer on ground. In order to provide a high throughput to aircraft, an air-to-ground network combining direct air-to-ground, satellite and air-to-air connectivity is needed. To provide a fair throughput allocation to aircraft, we define a 5G-based air-to-ground architecture and introduce a heuristic algorithm to fairly distribute the capacity among aircraft. We evaluate the algorithm in an European scenario using real aircraft traces. We show that our algorithm can fairly distribute the throughput per aircraft. During high-aircraft-density times, the maximum difference to the ideally distributed throughput is only 3.9%. Additionally, we introduce a weighted-fair allocation, corresponding to the aircraft size, to distribute the throughput according to the number of users per aircraft.
Year
DOI
Venue
2020
10.1145/3416012.3424635
MSWiM '20: 23rd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems Alicante Spain November, 2020
DocType
ISBN
Citations 
Conference
978-1-4503-8119-2
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Sandra Hofmann111.71
Dominic Schupke200.34
Frank H. P. Fitzek3706123.89