Massive MIMO for maximal spectral efficiency: How many users and pilots should be allocated?

E Björnson, EG Larsson… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Massive MIMO is a promising technique for increasing the … with power control, arbitrary
pilot reuse, and random user … interference scenarios, with different pilot reuse factors, and …

Deep learning for massive MIMO with 1-bit ADCs: When more antennas need fewer pilots

Y Zhang, M Alrabeiah… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
… V, only a few pilot symbols (very small N) are needed in massive MIMO systems to make this
… deep learning based 1-bit ADC channel estimation approach in massive MIMO systems. …

Downlink user capacity of massive MIMO under pilot contamination

JC Shen, J Zhang, KB Letaief - IEEE Transactions on Wireless …, 2015 - ieeexplore.ieee.org
… contamination will limit the user capacity of downlink Massive MIMO, ie, … Massive MIMO
user capacity in the pilot-contaminated regime where the number of users is larger than the pilot

Achieving" massive MIMO" spectral efficiency with a not-so-large number of antennas

H Huh, G Caire, HC Papadopoulos… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
… finite number of orthogonal uplink pilot signals, by exploiting … MIMO TDD architecture
achieving spectral efficiencies comparable with “Massive MIMO”, with one order of magnitude fewer

Deep Learning Based One Bit-ADCs Efficient Channel Estimation Using Fewer Pilots Overhead for Massive MIMO System

MH Rahman, MAS Sejan, MA Aziz, R Tabassum… - IEEE …, 2024 - ieeexplore.ieee.org
… in massive MIMO communication strategies, particularly in scenarios with fewer pilots and
… -based approach for CE using fewer pilots with 1-bit ADCs in massive MIMO systems. The …

A low complexity pilot scheduling algorithm for massive MIMO

JC Chen, CK Wen, S Jin… - IEEE Wireless …, 2016 - ieeexplore.ieee.org
… -output (MIMO) cellular networks. In this letter, we aim to design a pilot scheduling method
to reduce the effect of pilot contamination in multi-user multi-cell massive MIMO systems. …

Pruning the pilots: Deep learning-based pilot design and channel estimation for MIMO-OFDM systems

MB Mashhadi, D Gündüz - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
… In massive MIMO systems where the pilot length is typically much smaller than the number
… the pilot overhead by allocating pilots across subcarriers non-uniformly; fewer pilots are …

Adaptive pilot clustering in heterogeneous massive MIMO networks

R Mochaourab, E Björnson… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… of antennas, but at the cost of serving fewer UEs per cell— because only 1/3, 1/4, or 1/7
of the pilot sequences are used in each cell. If this is not enough, it can also be applied in …

A random access protocol for pilot allocation in crowded massive MIMO systems

E Björnson, E De Carvalho… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Massive MIMO achieves tremendous spectral efficiency by spatial multiplexing many … of
pilots among the UEs. In this paper, we revisit the random access problem in the Massive MIMO

Survey on massive mimo: Technology, challenges, opportunities and benefits

KK Vaigandla, DN Venu - 2021 - papers.ssrn.com
Pilot Contamination: The user pilots of neighboring cells may not be orthogonal in a multicell
massive MIMO system. It is estimated that there are fewer orthogonal pilots than users. …