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Table 1 Summarize of state-of-the-art techniques

From: LOGO: an efficient local and global data collection mechanism for remote underwater monitoring

Reference

Year

Technique

Features

Architecture

Objective

[19]

2013

Data transmission

Distance functions

Clustering

Data reduction

[18]

2014

S-LEC

Compression

Distributed

Data reduction

[23]

2015

SFDC

Distance and similarity functions

Clustering

Data reduction

[17]

2015

Data transmission

Aggregation, Kmeans ANOVA

Clustering

Energy conservation, information integrity

[6]

2019

ACUN

Routing set

Clustering

Increase network lifetime

[7]

2019

Fuzzy clustering, PSO

CH selection

Clustering

Increase network lifetime

[8]

2019

DVOR

Query mechanism

Distributed routing

Reduce data communication

[13]

2019

PDO-DC

KRR, path planning

AUV-based

Reduce collection delay, avoid packet loss

[14]

2019

Data collection

VoI, path planning

Subregions

Determining best AUV path

[12]

2020

FCMMFO

FCM, MFO

Clustering

Increase network lifetime

[16]

2020

UAV-OMN

Optimization

AUV-based

Increase network lifetime

This work

2021

LOGO

Data similarity, sensing adaptation, node correlation

AUV + Clustering

Data reduction, energy conservation, information integrity