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| Content Provider | Springer Nature Link |
|---|---|
| Author | Bonald, Thomas Hegde, Nidhi Proutiere, Alexandre Jonckheere, Matthieu Borst, Sem |
| Copyright Year | 2009 |
| Abstract | The performance evaluation of wireless networks is severely complicated by the specific features of radio communication, such as highly variable channel conditions, interference issues, and possible hand-offs among base stations. The latter elements have no natural counterparts in wireline scenarios, and create a need for novel performance models that account for the impact of these characteristics on the service rates of users.Motivated by the above issues, we review several models for characterizing the capacity and evaluating the flow-level performance of wireless networks carrying elastic data transfers. We first examine the flow-level performance and stability of a wide family of so-called α-fair channel-aware scheduling strategies. We establish that these disciplines provide maximum stability, and describe how the special case of the Proportional Fair policy gives rise to a Processor-Sharing model with a state-dependent service rate. Next we turn attention to a network of several base stations with inter-cell interference. We derive both necessary and sufficient stability conditions and construct lower and upper bounds for the flow-level performance measures. Lastly we investigate the impact of user mobility that occurs on a slow timescale and causes possible hand-offs of active sessions. We show that the mobility tends to increase the capacity region, both in the case of globally optimal scheduling and local α-fair scheduling. It is additionally demonstrated that the capacity and user throughput improve with lower values of the fairness index α. |
| Ending Page | 164 |
| Page Count | 34 |
| Starting Page | 131 |
| File Format | |
| ISSN | 02570130 |
| e-ISSN | 15729443 |
| Journal | Queueing Systems |
| Issue Number | 1-4 |
| Volume Number | 63 |
| Language | English |
| Publisher | Springer US |
| Publisher Date | 2009-11-13 |
| Publisher Place | Boston |
| Access Restriction | One Nation One Subscription (ONOS) |
| Subject Keyword | Queues and service Systems Theory, Control Performance evaluation; queueing; scheduling Network models, stochastic Operations Research/Decision Theory Production/Logistics Probability Theory and Stochastic Processes Communication networks Queueing theory Computer Communication Networks |
| Content Type | Text |
| Resource Type | Article |
| Subject | Statistics and Probability Management Science and Operations Research Computational Theory and Mathematics Computer Science Applications |
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