Joint Vehicular and Static Users Multiplexing Transmission With Hierarchical Modulation for Throughput Maximization in Vehicular Networks

With the rapid development of intelligent transportation system (ITS), increasing the throughput of all kinds of users in the mobile communication network is a pressing problem. We consider there are two types of users, i.e. vehicular users (VUs) and static users (SUs), in a vehicular communication...

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Veröffentlicht in:IEEE transactions on intelligent transportation systems Jg. 21; H. 9; S. 3835 - 3847
Hauptverfasser: Gao, Qian, Lin, Siyu, Zhu, Gang
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York IEEE 01.09.2020
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:
Ad hoc networks
Admission control
Algorithms
Communications networks
Fading channels
Hierarchical modulation
Intelligent transportation systems
Lyapunov optimization
Maximization
mobile communication network
Mobile communication systems
Modulation
Multiplexing
Optimization
QoS
Quality of service
Resource allocation
Resource management
robust
Strategy
Throughput
Traffic control
Transportation networks
Vehicle dynamics
Vehicles
Wireless networks
ISSN:1524-9050, 1558-0016
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Zusammenfassung:With the rapid development of intelligent transportation system (ITS), increasing the throughput of all kinds of users in the mobile communication network is a pressing problem. We consider there are two types of users, i.e. vehicular users (VUs) and static users (SUs), in a vehicular communication network. Since the channel characteristics of VUs and SUs are different, designing a multi-user multiplexing transmission strategy to provide an efficient and reliable transmission for two types of users is quite challenging. We propose a dynamic cross-layer transmission strategy with joint admission control, user association and resource allocation to increase the total throughput of VUs and SUs while satisfying the different quality of service (QoS) requirements. First, we formulate a throughput utility maximization problem subject to the QoS and maximum transmit power constraints. Second, with the help of Lyapunov optimization theory, the problem can be decomposed into three subproblems including traffic admission control, user association and resource allocation. Third, a novel robust resource allocation scheme with discrete-rate hierarchical modulation (HM) is designed for the reliable multiplexing transmission of two types of users. In addition, an optimal algorithm and a low complexity suboptimal algorithm are presented to solve the user association subproblem. For two types of users, comparing with uniform modulation schemes, the proposed transmission strategy with HM scheme can improve the throughput by more than 15%.
Bibliographie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ISSN:1524-9050
1558-0016
DOI:10.1109/TITS.2019.2934597