Routing in Vehicular Ad-hoc Networks: A Survey on Single- and Cross-Layer Design Techniques, and Perspectives
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Access"
DOI: 10.1109/access.2017.2692240
Abstract: Vehicular ad-hoc networks (VANETs) play an important role in intelligent transportation systems for improving security and efficiency. However, due to dynamic characteristics of the vehicular environment, routing remains a significant challenge in the VANETs. While… read more here.
Keywords: layer routing; vehicular hoc; layer; cross layer ... See more keywords
An Energy-Efficient Cross-Layer Routing Protocol for Cognitive Radio Networks Using Apprenticeship Deep Reinforcement Learning
Sign Up to like & getrecommendations! Published in 2019 at "Energies"
DOI: 10.3390/en12142829
Abstract: Deep reinforcement learning (DRL) has been successfully used for the joint routing and resource management in large-scale cognitive radio networks. However, it needs lots of interactions with the environment through trial and error, which results… read more here.
Keywords: cross layer; layer routing; cognitive radio; energy ... See more keywords