An overview of intelligent wireless communications using deep reinforcement learning
Future wireless communication networks tend to be intelligentized to accomplish the
missions that cannot be preprogrammed. In the new intelligent communication systems …
missions that cannot be preprogrammed. In the new intelligent communication systems …
Centralized coded caching schemes: A hypergraph theoretical approach
The centralized coded caching scheme is a technique proposed by Maddah-Ali and Niesen
as a method to reduce the network burden in peak times in a wireless network system. Yan …
as a method to reduce the network burden in peak times in a wireless network system. Yan …
Coded caching schemes with reduced subpacketization from linear block codes
L Tang, A Ramamoorthy - IEEE Transactions on Information …, 2018 - ieeexplore.ieee.org
Coded caching is a technique that generalizes conventional caching and promises
significant reductions in traffic over caching networks. However, the basic coded caching …
significant reductions in traffic over caching networks. However, the basic coded caching …
Coded caching with linear subpacketization is possible using Ruzsa-Szeméredi graphs
K Shanmugam, AM Tulino… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Coded caching is a problem where encoded broadcasts are used to satisfy users requesting
popular files and having caching capabilities. Recent work by Maddah-Ali and Niesen …
popular files and having caching capabilities. Recent work by Maddah-Ali and Niesen …
A novel transformation approach of shared-link coded caching schemes for multiaccess networks
This paper considers the multiaccess coded caching systems formulated by Hachem et al.,
including a central server containing files connected to cache-less users through an error …
including a central server containing files connected to cache-less users through an error …
Double coded caching in ultra dense networks: Caching and multicast scheduling via deep reinforcement learning
Proposed by Maddah-Ali and Niesen, a coded caching scheme has been verified to
alleviate the load of networks efficiently. Recently, a new technique called placement …
alleviate the load of networks efficiently. Recently, a new technique called placement …
Low-complexity high-performance cyclic caching for large MISO systems
MJ Salehi, E Parrinello… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Multi-antenna coded caching is known to combine a global caching gain that is proportional
to the cumulative cache size found across the network, with an additional spatial …
to the cumulative cache size found across the network, with an additional spatial …
Multi-access coded caching scheme with linear sub-packetization using PDAs
We consider multi-access coded caching problem introduced by Hachem et. al., where each
user has access to neighboring caches in a cyclic wrap-around fashion. We focus on the …
user has access to neighboring caches in a cyclic wrap-around fashion. We focus on the …
Constructions of coded caching schemes with flexible memory size
Coded caching scheme recently has become quite popular in the wireless network, since
the maximum transmission amount R reduces effectively during the peak-traffic times. To …
the maximum transmission amount R reduces effectively during the peak-traffic times. To …
Some variant of known coded caching schemes with good performance
In coded caching system, we prefer to design a scheme with the rate R and the packet
number F of each file split as small as possible since the efficiency of transmission in the …
number F of each file split as small as possible since the efficiency of transmission in the …