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Table 1 Related work comparison

From: Scheduling M2M traffic over LTE uplink of a dense small cell network

Reference

Scenario

ICI

Model

Allocation metric

QoS metric

Algorithm

Contiguous RBs

Solving time estimation

3GPP compliant sys. level simulator

M2M support

[28]

M/Mu

Y

MIP

Channel-aware

Fairness

H

Y

N

N

N

[29]

M/S

N

N

Channel-aware

QoS class

H

Y

N

N

N

[9]

M/F

Y

Markov chain

Max. throughput

Fairness

H

Y

N

N

N

[30]

M/Mu

Y

N

Multi-cell channel-aware

Fairness

H

N

N

N

N

[31]

M/S

N

N

Channel-aware

Many

H

Y

N

N

N

[13]

M/Mu

N

Search tree

Fairness

Max. profit

O

Y

N

N

N

[32]

M/Mu

N

MIP

Channel-aware

Maximization profit

H

Y

N

Y

N

[33]

M/S/Mu

N

Y

Channel-aware

QoS class

H

N

N

N

N

[34]

M/S

N

Game theory

Max. throughput

Max. throughput

P

N

N

N

N

[35]

S

N

N

Max. throughput

Max. throughput

H

Y

N

N

N

[14]

Mu

N

N

Group-based

Delay

H

NS

N

N

Y

[36]

S

N

N

Channel-aware

Delay

H

N

N

N

Y

[16]

S

N

N

Semi-static

Max. throughput

H

Y

N

Y

Y

[17]

S

N

N

Aware bit-rate

QoS class

H

NS

N

N

Y

[20]

S

N

N

App specific parameters

Quality of video (QoV)

H

NS

N

N

Y

[15]

S

N

N

Channel-aware M2M/H2H

QoS

H

Y

N

Y

Y

[18]

S

N

MIP

Channel-aware M2M/H2H

QoS

H

Y

N

N

Y

[19]

S

N

MIP

Channel-aware M2M/H2H

QoS

H

Y

N

N

Y

  1. M macrocell, F femtocell, S single cell, Mu multi-cell, H heuristic, P polynomial, O optimal, NS not specified