Flow-level performance and capacity of wireless networks with user mobility

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...

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Published inQueueing systems Vol. 63; no. 1-4; pp. 131 - 164
Main Authors Bonald, Thomas, Borst, Sem, Hegde, Nidhi, Jonckheere, Matthieu, Proutiere, Alexandre
Format Journal Article
LanguageEnglish
Published Boston Springer US 01.12.2009
Springer Nature B.V
Springer Verlag
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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 .
AbstractList 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 time scale 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.
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 a-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 a-fair scheduling. It is additionally demonstrated that the capacity and user throughput improve with lower values of the fairness indexa.
Issue Title: Special Issue: 100 Years of Queueing -- The Erlang Centennial; Guest Editors: Søren Asmussen and Onno J. Boxma 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 ...-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 ... . (ProQuest: ... denotes non-USASCII text omitted)
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 .
Author Bonald, Thomas
Hegde, Nidhi
Borst, Sem
Proutiere, Alexandre
Jonckheere, Matthieu
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  surname: Jonckheere
  fullname: Jonckheere, Matthieu
  organization: Department of Mathematics & Computer Science, Eindhoven University of Technology
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  givenname: Alexandre
  surname: Proutiere
  fullname: Proutiere, Alexandre
  organization: Microsoft Research
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Issue 1-4
Keywords Flow-level performance
Stability
90B18
Transfer delay
90B22
User mobility
Wireless networks
90B15
Proportional fair allocation
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Processor sharing
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Channel-aware scheduling
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Snippet The performance evaluation of wireless networks is severely complicated by the specific features of radio communication, such as highly variable channel...
Issue Title: Special Issue: 100 Years of Queueing -- The Erlang Centennial; Guest Editors: Søren Asmussen and Onno J. Boxma The performance evaluation of...
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SubjectTerms Business and Management
Business metrics
Computer Communication Networks
Computer Science
Control
Networking and Internet Architecture
Operations Research/Decision Theory
Performance evaluation
Probability Theory and Stochastic Processes
Radio communications
Scheduling
Studies
Supply Chain Management
Systems Theory
Traffic flow
Wireless networks
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Title Flow-level performance and capacity of wireless networks with user mobility
URI https://link.springer.com/article/10.1007/s11134-009-9144-7
https://www.proquest.com/docview/207687837
https://search.proquest.com/docview/36377240
https://hal.science/hal-01244795
Volume 63
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