Table 1 Comprehensive analysis.

From: An enhanced performance analysis of load based resource sharing framework for MIMO systems in 5G communication systems

Authors

Year

Model/architecture

Resource allocation

Resource allocation

Load management

Hu et al.16

2014

Wireless Heterogeneous Network (5G)

Energy and spectrum-efficient allocation

Optimized spectrum and energy use

Dynamic load balancing across heterogeneous networks

Luoto et al.17

2015

Co-primary multi-operator small cell network

Shared spectrum among operators

Improved spectrum efficiency

Cooperative load distribution among operators

Georgakopoulos et al.18

2016

Sustainable 5G resource-sharing model

Energy and resource-efficient allocation

Enhanced sustainability via sharing

Dynamic load adaptation for efficiency

Kliks et al.19

2018

5G network resource-sharing framework

Multi-operator resource sharing

Efficient spectrum and infrastructure use

Decentralized load management

Lloret et al.20

2011

WSN for vineyard monitoring

Image processing-based allocation

Energy-efficient sensor usage

Task-based load distribution

Thakre et al.21

2022

PD-NOMA for 5G

Power-domain allocation

Improved spectral efficiency

User clustering for load balancing

Naeem et al.22

2021

RL/DL-based MIMO system

AI-driven dynamic allocation

Optimized MIMO resource usage

Adaptive load control via AI

Qian et al.23

2015

Super Base Station (5G)

Centralized resource management

High-capacity utilization

Centralized load coordination

Logeshwaran et al.24

2019

D2D communication

Enhanced D2D resource allocation

Improved proximity-based reuse

Interference-aware load management

Kiruthiga et al.25

2021

WSN data aggregation

In-network aggregation

Energy-efficient data transmission

Reduced communication load

Yarkina et al.26

2022

Multi-tenant 5G slicing

Priority-based slice allocation

Equitable resource sharing

Performance-isolated slice management

Lloret et al.27

2012

Underwater WSN (2.4 GHz)

Bandwidth-constrained allocation

Low-frequency band utilization

Delay-tolerant load handling

Benzaghta et al.28

2021

Massive MIMO (5G)

Channel estimation-based allocation

High spatial efficiency

User-centric load distribution