Mobility-Adaptive, Cross-Layer Protocols for Airborne Networks with Single/Multi-Beam Directional Antennas
Abstract
This report discusses the design of cross-layer MAC (medium access control) and routing layer protocols for data transmission in airborne networks equipped with single/multi-beam directional antennas; these protocols consider the QoS (quality of service). First, a novel artificial intelligence (AI)-based directional MAC layer protocol is proposed, followed by two cross-layer routing protocols, including a proactive mobility and congestion-aware routing protocol and an AI-based directional routing protocol. Then a novel route repair protocol is proposed for a network of multi-beam FDD (frequency division duplex) nodes. The performance of these protocols is evaluated through network simulations in ns-3, Python and Matlab. The protocols discussed in this report are fully decentralized and successfully adapt to the dynamic topology of airborne unmanned aerial vehicles (UAV) networks, while achieving superior performance.
Document Details
- Document Type
- Technical Report
- Publication Date
- Feb 01, 2024
- Accession Number
- AD1222323
Entities
People
- Fei Hu
- S. Kumar
Organizations
- Salk Institute for Biological Studies