User-Centric Network MIMO With Dynamic Clustering
| Autor: | Wei-Liang Shen, Kun Tan, Ming-Syan Chen, Kate Ching-Ju Lin |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
3G MIMO
Computer Networks and Communications Computer science MIMO 050801 communication & media studies Throughput 02 engineering and technology Multiplexing 0508 media and communications Server Wireless lan Telecommunications link 0202 electrical engineering electronic engineering information engineering Electrical and Electronic Engineering Cluster analysis business.industry ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS 05 social sciences 020206 networking & telecommunications Multi-user MIMO Computer Science Applications Spatial multiplexing business Software Communication channel Computer network |
| Zdroj: | IEEE/ACM Transactions on Networking. 25:1910-1923 |
| ISSN: | 1558-2566 1063-6692 |
| Popis: | Recent advances have demonstrated the potential of network MIMO (netMIMO), which combines a practical number of distributed antennas as a virtual netMIMO AP (nAP) to improve spatial multiplexing of an WLAN. Existing solutions, however, either simply cluster nearby antennas as static nAPs, or dynamically cluster antennas on a per-packet basis so as to maximize the sum rate of the scheduled clients. To strike the balance between the above two extremes, in this paper, we present the design, implementation and evaluation of FlexNEMO, a practical two-phase netMIMO clustering system. Unlike previous per-packet clustering approaches, FlexNEMO only clusters antennas when client distribution and traffic pattern change, as a result being more practical to be implemented. A medium access control protocol customized for uplink transmissions is then designed to allow the clients at the center of nAPs to have a higher probability to gain uplink access opportunities, but still ensure long-term fairness among clients. By combining on-demand clustering and priority-based access control, FlexNEMO not only improves antenna utilization, but also optimizes the channel condition for every individual client. We evaluated our design via both test bed experiments on USRPs and trace-driven emulations. The results demonstrate that FlexNEMO can deliver 94.7% and 93.7% throughput gains over static antenna clustering in a 4-antenna test bed and 16-antenna emulation, respectively. |
| Databáze: | OpenAIRE |
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