Title
Dnd: The Controllability Of Dynamic Temporal Network In Smart Transportations
Abstract
Along with the development of IoT and mobile edge computing in recent years, everything can be connected into the network at anytime, resulting in quite dynamic networks with time-varying connections. Controllability has long been recognized as one of the fundamental properties of such temporal networks, which can provide valuable insights for the construction of new infrastructures, and thus is in urgent need to be explored. In this paper, we take smart transportation as an example, first disclose the controllability problem in IoV (Internet of Vehicles), and then design an DND (Driver NoDe) algorithm based on Kalman's rank condition to analyze the controllability of dynamic temporal network and also to calculate the minimum number of driver nodes. At last, we conduct a series of experiments to analyze the controllability of IoV network, and the results show the effects from vehicle density, speed, connection radius on network controllability. These insights are critical for varieties of applications in the future smart connected living.
Year
DOI
Venue
2019
10.1109/GCWkshps45667.2019.9024562
2019 IEEE GLOBECOM WORKSHOPS (GC WKSHPS)
Keywords
DocType
ISSN
IoT, Dynamic Network, Internet of Vehicles, Network Controllability, Driver Nodes
Conference
2166-0069
Citations 
PageRank 
References 
0
0.34
0
Authors
4
Name
Order
Citations
PageRank
Peizhuang Cong132.74
Yuchao Zhang25612.88
Wendong Wang382172.69
Bo Bai400.34