Evidence map›Paper›PMID 33081218›Full record

ArticleSensors (Basel, Switzerland)2020

CT-RPL: Cluster Tree Based Routing Protocol to Maximize the Lifetime of Internet of Things.

Sennan Sankar, Somula Ramasubbareddy, Ashish Kr Luhach, Anand Nayyar, Basit Qureshi

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Data Gathering Techniques in WSN: A Cross-Layer View.Sensors (Basel, Switzerland) · 2022
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Sennan SankarDepartment of Computer Science and Engineering, Sona College of Technology, Salem 636005, India.
Somula RamasubbareddyDepartment of Information Technology, VNR Vignana Jyothi Institute of Engineering & Technology, Hyderabad 500090, India.ORCID 0000-0002-3306-6589
Ashish Kr LuhachDepartment of Electrical and Communication Engineering, The PNG University of Technology, Lae 411, Papua New Guinea.ORCID 0000-0001-8759-0290
Anand NayyarGraduate School, Duy Tan University, Da Nang 550000, Vietnam.
Basit QureshiRobotics and Internet of Things Lab, Prince Sultan University, Riyadh 12435, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Energy conservation is one of the most critical challenges in the Internet of Things (IoT). IoT devices are incredibly resource-constrained and possess miniature power sources, small memory, and limited processing ability. Clustering is a popular method to avoid duplicate data transfer from the participant node to the destination. The selection of the cluster head (CH) plays a crucial role in gathering and aggregating the data from the cluster members and forwarding the data to the sink node. The inefficient CH selection causes packet failures during the data transfer and early battery depletion nearer to the sink. This paper proposes a cluster tree-based routing protocol (CT-RPL) to increase the life span of the network and avoid the data traffic among the network nodes. The CT-RPL involves three processes, namely cluster formation, cluster head selection, and route establishment. The cluster is formed based on the Euclidean distance. The CH selection is accomplished using a game theoretic approach. Finally, the route is established using the metrics residual energy ratio (RER), queue utilization (QU), and expected transmission count (ETX). The simulation is carried out by using a COOJA simulator. The efficiency of a CT-RPL is compared with the Routing Protocol for Low Power and Lossy Networks (RPL) and energy-efficient heterogeneous ring clustering routing (E2HRC-RPL), which reduces the traffic load and decreases the packet loss ratio. Thus, the CT-RPL enhances the lifetime of the network by 30-40% and the packet delivery ratio by 5-10%.

Indexed as

clustering methodsenergy consumptionenergy efficiencygame theoryInternet of Thingsrouting protocol

Identifiers

PMID33081218
PMCPMC7589141

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.