TY - JOUR
T1 - Social vehicle swarms
T2 - A novel perspective on socially aware vehicular communication architecture
AU - Zhang, Yue
AU - Tian, Fang
AU - Song, Bin
AU - Du, Xiaojiang
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/8
Y1 - 2016/8
N2 - Internet of vehicles is a promising area related to D2D communication and the Internet of Things. We present a novel perspective on vehicular communications and social vehicle swarms, to study and analyze a socially aware Internet of vehicles with the assistance of an agent-based model intended to reveal hidden patterns behind superficial data. After discussing its components (its agents, environments, and rules), we introduce supportive technology and methods, deep reinforcement learning, privacy preserving data mining, and sub-cloud computing in order to detect the most significant and interesting information for each individual effectively, which is the key desire. Finally, several relevant research topics and challenges are discussed.
AB - Internet of vehicles is a promising area related to D2D communication and the Internet of Things. We present a novel perspective on vehicular communications and social vehicle swarms, to study and analyze a socially aware Internet of vehicles with the assistance of an agent-based model intended to reveal hidden patterns behind superficial data. After discussing its components (its agents, environments, and rules), we introduce supportive technology and methods, deep reinforcement learning, privacy preserving data mining, and sub-cloud computing in order to detect the most significant and interesting information for each individual effectively, which is the key desire. Finally, several relevant research topics and challenges are discussed.
UR - http://www.scopus.com/inward/record.url?scp=84986224436&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84986224436&partnerID=8YFLogxK
U2 - 10.1109/MWC.2016.7553030
DO - 10.1109/MWC.2016.7553030
M3 - Review article
AN - SCOPUS:84986224436
SN - 1536-1284
VL - 23
SP - 82
EP - 89
JO - IEEE Wireless Communications
JF - IEEE Wireless Communications
IS - 4
M1 - 7553030
ER -