Adaptive Broadcast Scheduling Scheme for High-definition Map Tile Dissemination in Vehicular Networks
Bheemarjuna Reddy Tamma, Antony Franklin, Supriya Dilip Tambe, Madhuri Annavazzala
Abstract
Autonomous vehicles require precise and reliable data for critical functions like localization and navigation. High-Definition (HD) maps are essential, segmented into vari-ous layers (each with varying roles and lifespans) and verti-cally structured into 'tiles' that encapsulate these layers. Effi-ciently disseminating these tiles via Road Side Units (RSUs) in Vehicle-to-Everything (V2X) networks is challenging. An efficient dissemination method must minimize both the Turn Around Time (TAT)-the time from a tile request to receipt-and the inci-dence of schedule misses, which is when a vehicle does not receive a tile before its deadline, impacting reliability and performance. This paper introduces an Adaptive Broadcast Scheduling (ABS) scheme tailored for HD maps, factoring in layer priority, request popularity, and deadlines. Experimental studies show that ABS outperforms conventional periodic broadcast by cutting schedule misses by over 50% and reducing TAT to milliseconds.
Citation
Publication Info
Type
Conference
Year
2024, June
Conference
2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring)
Metrics
Related Publications
FALCON++: A Semi-Supervised Anomaly Detection and Localization Framework for Resilient …
Yaswanth Kumar LS, Somya Jain, …
Building a Security Canopy Over O-RAN: The SDP Paradigm
Tejas Sameer Deshmukh, Antony Franklin …