On the benefits of edge caching for MIMO interference alignment

Abstract : —In this contribution, we jointly investigate the benefits of caching and interference alignment (IA) in multiple-input multiple-output (MIMO) interference channel under limited backhaul capacity. In particular, total average transmission rate is derived as a function of various system parameters such as backhaul link capacity, cache size, number of active transmitter-receiver pairs as well as the quantization bits for channel state information (CSI). Given the fact that base stations are equipped both with caching and IA capabilities and have knowledge of content popularity profile, we then characterize an operational regime where the caching is beneficial. Subsequently, we find the optimal number of transmitter-receiver pairs that maximizes the total average transmission rate. When the popularity profile of requested contents falls into the operational regime, it turns out that caching substantially improves the throughput as it mitigates the backhaul usage and allows IA methods to take benefit of such limited backhaul.
Type de document :
Communication dans un congrès
16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, (SPAWC 2015), Jun 2015, Stockholm, Sweden. Proceedings of the IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015, 〈10.1109/SPAWC.2015.7227119〉
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Contributeur : Matha Deghel <>
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Dernière modification le : mardi 28 août 2018 - 16:32:36
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Deghe2015IACachingExtended.pdf
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Matha Deghel, Ejder Baştuğ, Mohamad Assaad, Mérouane Debbah. On the benefits of edge caching for MIMO interference alignment. 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, (SPAWC 2015), Jun 2015, Stockholm, Sweden. Proceedings of the IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015, 〈10.1109/SPAWC.2015.7227119〉. 〈hal-01235910〉

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