优化DRX在LTE上的视频传输:利用信道预测和网络内缓存

Farnaz Moradi, M. Karaca, Emma Fitzgerald, M. Pióro, R. Ljung, B. Landfeldt
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引用次数: 2

摘要

我们共同优化了不连续接收(DRX)周期长度和LTE调度,以最大限度地减少移动设备对视频传输的能源消耗,利用目前成熟的潜力来预测蜂窝网络中未来的信道状况。利用网络内缓存,我们设置了严格的缓冲区约束,提供了零缓冲区下溢,以提高体验质量。与目前使用的静态方法相比,我们的研究提供了深入了解复杂DRX方案所具有的节能潜力。为此,本文提出并研究了两种新的DRX方法。结果表明,更复杂的DRX方案(可变DRX周期长度)可以为移动设备节省69%的能源,这鼓励了该领域的进一步研究。
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Optimizing DRX for video delivery over LTE: Utilizing channel prediction and in-network caching
We jointly optimize Discontinuous Reception (DRX) cycle length and LTE scheduling to minimize mobile devices' energy usage for video delivery, utilising the now well-established potential to predict future channel conditions in cellular networks. Employing in-network caching, we set a strict buffer constraint which provides zero buffer underflow to improve Quality of Experience. Our study provides insight into the energy saving potential sophisticated DRX schemes hold, compared with the currently used static method. To this end, two novel DRX approaches are proposed and studied. The results show that more sophisticated DRX schemes (with variable DRX cycle length) can potentially save 69 percent energy for mobile devices, encouraging further research in the field.
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Keynote speaker Keynote speaker Ad-Hoc, Mobile, and Wireless Networks: 19th International Conference on Ad-Hoc Networks and Wireless, ADHOC-NOW 2020, Bari, Italy, October 19–21, 2020, Proceedings Retraction Note to: Mobility Aided Context-Aware Forwarding Approach for Destination-Less OppNets Ad-Hoc, Mobile, and Wireless Networks: 18th International Conference on Ad-Hoc Networks and Wireless, ADHOC-NOW 2019, Luxembourg, Luxembourg, October 1–3, 2019, Proceedings
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