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Collaborative Cache-Aided Relaying Networks: Performance Evaluation and System Optimization
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DOI：10.1109/JSAC.2023.3234693.png)
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摘要
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This paper studies a multi-tier cache-aided relaying network, where the destination $D$ is randomly located in the network and it requests files from the source $S$ through the help of cache-aided base station (BS) and $N$ relays. In this system, the multi-tier architecture imposes a significant impact on the system collaborative caching and file delivery, which brings a big challenge to the system performance evaluation and optimization. To address this problem, we first evaluate the system performance by deriving analytical outage probability expression, through fully taking into account the random location of the destination and different file delivery modes related to the file caching status. We then perform the asymptotic analysis on the system outage probability when the signal-to-noise ratio (SNR) is high, to enclose some important and meaningful insights on the network. We further optimize the caching strategies among the relays and BS, to improve the network outage probability. Simulations are performed to show the effectiveness of the derived analytical and asymptotic outage probability for the proposed caching strategy. In particular, the proposed caching is superior to the conventional caching strategies such as the most popular content (MPC) and equal probability caching (EPC) strategies.
Keyword:
Collaborative caching
relay selections
file delivery
outage probability
期刊
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17.2
论文数:
6.4K
被引数:
3.1W
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