Optimal Traffic Scheduling in Vehicular Delay Tolerant Networks
In a vehicular delay tolerant network, the problem of scheduling the traffic from a roadside unit to passing-by vehicles is studied. A cost function is associated with a scheduled transmission. And if a delay bound is violated, a penalty cost is charged. The optimal stopping theory is applied to dec...
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Published in | IEEE communications letters Vol. 16; no. 1; pp. 50 - 53 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
New York, NY
IEEE
01.01.2012
Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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Abstract | In a vehicular delay tolerant network, the problem of scheduling the traffic from a roadside unit to passing-by vehicles is studied. A cost function is associated with a scheduled transmission. And if a delay bound is violated, a penalty cost is charged. The optimal stopping theory is applied to decide when the roadside unit should schedule its accumulated traffic to a passing-by vehicle such that the rate of cost is minimized. It is shown that the optimal scheduling strategy is a pure-threshold strategy, i.e., upon a vehicle arrival, if the queueing delay at the roadside unit is above a threshold, it is optimal to schedule a transmission via the vehicle. Simulation results validate the effectiveness of the derived optimal rule. |
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AbstractList | In a vehicular delay tolerant network, the problem of scheduling the traffic from a roadside unit to passing-by vehicles is studied. A cost function is associated with a scheduled transmission. And if a delay bound is violated, a penalty cost is charged. The optimal stopping theory is applied to decide when the roadside unit should schedule its accumulated traffic to a passing-by vehicle such that the rate of cost is minimized. It is shown that the optimal scheduling strategy is a pure-threshold strategy, i.e., upon a vehicle arrival, if the queueing delay at the roadside unit is above a threshold, it is optimal to schedule a transmission via the vehicle. Simulation results validate the effectiveness of the derived optimal rule. |
Author | Zhong Shen Zhou Zhang Yilin Chang Hai Jiang Zhongjiang Yan |
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Keywords | optimal stopping Optimal strategy Vehicular delay tolerant networks Simulation Queueing system Traffic management Traffic control Teletraffic Vehicular communication Scheduling Delay time |
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SubjectTerms | Applied sciences Cost function Delay Energy consumption Exact sciences and technology Networks Optimal scheduling optimal stopping Optimization Relays Roadsides Scheduling Simulation Systems, networks and services of telecommunications Telecommunications Telecommunications and information theory Teletraffic Traffic engineering Traffic flow Vehicles Vehicular delay tolerant networks |
Title | Optimal Traffic Scheduling in Vehicular Delay Tolerant Networks |
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