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RTOP: optimal user grouping and SFN clustering for multiple eMBMS video sessions
- Source :
- INFOCOM
- Publication Year :
- 2019
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2019.
-
Abstract
- Evolved Multimedia Broadcast Multicast Service (eMBMS) is a 3GPP standard that improves the utilization of scarce wireless resources and the quality of the received content. eMBMS uses a Single Frequency Network (SFN) to transmit real-time videos over synchronized resources across neighboring base stations (eNBs) and allows users to share wireless spectrum across multiple cell sites. However the user with the worst channel condition and the eNB with the least available resources limit the throughput of a session. To overcome such limitations, the SFN can be divided into non-overlapping clusters of eNBs and in each cluster users can be split into groups. We formulate an optimization problem that maximizes an operator-defined utility for multiple eMBMS sessions served at multiple bitrates by choosing the optimal set of SFN clusters and user groups for each session. We propose an algorithm, RTOP, that finds the optimal or a near-optimal solution in real-time regardless of the number of eMBMS users. Our extensive simulations indicate that, in comparison to state-of-the-art schemes, RTOP improves the system utility and average user bitrate by up to 14% and 90% respectively. Additionally, we show that the utility of RTOP always stays within a 1% gap from the optimal solution.
- Subjects :
- Optimization
SFN clustering
Broadcast communication
Computer science
Multiple eMBMS video sessions
Cluster users
Worst channel condition
Unicast
Throughput
02 engineering and technology
Multimedia Broadcast Multicast Service
Single frequency network
Session (web analytics)
Multicast communication
Base station
eMBMS users
3GPP standard
RTOP
eNB
0202 electrical engineering, electronic engineering, information engineering
Optimisation
System utility
Optimization problem
Cluster analysis
Real-time systems
Video streaming
Radio spectrum management
Neighboring base stations
business.industry
Evolved multimedia broadcast multicast service
020206 networking & telecommunications
Bit rate
Average user bitrate
SFN clusters
Multiple bitrates
3G mobile communication
Streaming media
Broadcast communication network
Wireless spectrum
Scarce wireless resource utilization
Operator-defined utility
Multiple cell sites
Real-time videos
business
Cellular radio
Computer network
Optimal user grouping
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- INFOCOM
- Accession number :
- edsair.doi.dedup.....3343fdecab4e7fafbb5a249dffee8409