Semi‐supervised double duelling broad reinforcement learning in support of traffic service in smart cities
Sign Up to like & getrecommendations! Published in 2020 at "Iet Intelligent Transport Systems"
DOI: 10.1049/iet-its.2019.0736
Abstract: Traffic service is an important building block of smart cities, affecting citizens' travel quality. Due to the characteristics of complicated and volatile traffic scenarios, fast and accurate modelling and processing requirements are vital for traffic… read more here.
Keywords: traffic; semi supervised; traffic service; reinforcement learning ... See more keywords
A Traffic Service Scheme for Delay Minimization in Multi-Layer UAV Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2018.2806625
Abstract: Research and development of unmanned aerial vehicles (UAVs) have accommodated the challenges in providing satisfactory coverage and rate performance to data-hungry devices and applications, especially in urgent situations and remote environments. Furthermore, a multi-layer UAV… read more here.
Keywords: uav network; layer; layer uav; multi layer ... See more keywords
ICLSTM: Encrypted Traffic Service Identification Based on Inception-LSTM Neural Network
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DOI: 10.3390/sym13061080
Abstract: The wide application of encryption technology has made traffic classification gradually become a major challenge in the field of network security. Traditional methods such as machine learning, which rely heavily on feature engineering and others,… read more here.
Keywords: traffic; classification; service identification; encrypted traffic ... See more keywords