Cooperative Tx/Rx Caching in Interference Channels: A Storage-Latency Tradeoff Study

2016 IEEE International Symposium on Information Theory (ISIT)(2016)

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摘要
This paper studies the storage-latency tradeoff in the $3\times3$ wireless interference network with caches equipped at all transmitters and receivers. The tradeoff is characterized by the so-called fractional delivery time (FDT) at given normalized transmitter and receiver cache sizes. We first propose a generic cooperative transmitter/receiver caching strategy with adjustable file splitting ratios. Based on this caching strategy, we then design the delivery phase carefully to turn the considered interference channel opportunistically into broadcast channel, multicast channel, X channel, or a hybrid form of these channels. After that, we obtain an achievable upper bound of the minimum FDT by solving a linear programming problem of the file splitting ratios. The achievable FDT is a convex and piece-wise linear decreasing function of the cache sizes. Receiver local caching gain, coded multicasting gain, and transmitter cooperation gain (interference alignment and interference neutralization) are leveraged in different cache size regions.
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关键词
storage-latency tradeoff,interference channel,cooperative Tx-Rx caching,wireless interference network,fractional delivery time,FDT,convex function,piece-wise linear decreasing function,normalized transmitter cache sizes,normalized receiver cache sizes,adjustable file splitting ratios,cooperative receiver caching strategy,cooperative transmitter caching strategy,upper bound,linear programming problem,transmitter cooperation gain,receiver local caching gain,receiver coded multicasting gain
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