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31 papers · 1 filter
RL-Based Hyperparameter Selection for Spectrum Sensing With CNNs
Amir Mehrabian, Maryam Sabbaghian, Halim Yanikomeroglu
Selection of hyperparameters in deep neural networks is a challenging problem due to the wide search space and emergence of various layers with specific hyperparameters. There exis…
Spectrum Trading for Device-to-Device Communication In Cellular Networks using Incomplete Information Bandwidth-Auction Game
Mohammad Karimzadeh Farshbafan, Mohammad Hossein Bahonar, Farshid Khajehrayeni
Device-to-device (D2D) communication that allows proximity users to communicate directly has been recently proposed to improve spectral efficiency of cellular networks. In this pap…
On Decentralized Multi-Transmitter Coded Caching
Mohammad Mahmoudi, Mohammad Javad Sojdeh, Seyed Pooya Shariatpanahi
This paper investigates a setup consisting of multiple transmitters serving multiple cache-enabled clients through a linear network, which covers both wired and wireless transmissi…
Content Caching for Shared Medium Networks Under Heterogeneous Users' Behaviours
Abdollah Ghaffari Sheshjavani, Ahmad Khonsari, Seyed Pooya Shariatpanahi +1
Content caching is a widely studied technique aimed to reduce the network load imposed by data transmission during peak time while ensuring users' quality of experience. It has bee…
Multi-weight Nuclear Norm Minimization for Low-rank Matrix Recovery in Presence of Subspace Prior Information
Hamideh Sadat Fazael Ardakani, Sajad Daei, Farzan Haddadi
Weighted nuclear norm minimization has been recently recognized as a technique for reconstruction of a low-rank matrix from compressively sampled measurements when some prior infor…
A Multi-Antenna Coded Caching Scheme with Linear Subpacketization
MohammadJavad Salehi, Antti Tölli, Seyed Pooya Shariatpanahi
Exponentially growing subpacketization is known to be a major issue for practical implementation of coded caching, specially in networks with multi-antenna communication setups. We…