Enhanced distributed data aggregation method in the internet of things

09/17/2019
by   Mohammad Hossein Homaei, et al.
0

As a novel concept in technology and communication world, "Internet of Things (IoT)" has been emerged. In such a modern technology, the capability to transmit data through data communication networks (such as Internet or Intranet) is provided for each organism (e.g. human being, animals, things, and so forth). Due to the limited hardware and communication operational capability as well as small dimensions, IoT undergoes quite a few challenges. Such inherent challenges not only cause fundamental restrictions in the efficiency of aggregation, transmission, and communication between nodes; but they also degrade routing performance. To cope with the reduced availability time and unstable communications among nodes, data aggregation and transmission approaches in such networks are designed more intelligently. In this paper, a distributed method is proposed so as to set child balance among nodes. In this method, the height of network graph is increased through restricting the degree; and network congestion is reduced as a result. In addition, a dynamic data aggregation approach -named as LA-RPL- is proposed for RPL networks. More specifically, each node is equipped with a learning automata in order to perform data aggregation and transmissions. Simulation results demonstrate that the proposed approach outperforms previously suggested base approaches in terms of energy consumption, network control overhead, and packet loss rate.

READ FULL TEXT

page 1

page 10

research
03/21/2018

An Accountable Anonymous Data Aggregation Scheme for Internet of Things

The Internet of Things (IoT) has become increasingly popular in people's...
research
11/15/2018

Provenance-enabled Packet Path Tracing in the RPL-based Internet of Things

In the Internet of Things (IoT), things can be connected to the Internet...
research
07/30/2021

Internet of things: a multiprotocol gateway as solution of the interoperability problem

One of the main challenges of the Internet of Things is the interoperabi...
research
02/06/2023

Cooperative Task-Oriented Communication for Multi-Modal Data with Transmission Control

Real-time intelligence applications in Internet of Things (IoT) environm...
research
02/19/2019

Zest: REST over ZeroMQ

In this paper, we introduce Zest (REST over ZeroMQ), a middleware techno...
research
01/20/2020

Contract-connection:An efficient communication protocol for Distributed Ledger Technology

Distributed Ledger Technology (DLT) is promising to become the foundatio...
research
06/12/2022

Quality-Driven Energy-Efficient Big Data Aggregation in WBANs

In the Internet-of-Things (IoT) era, the development of Wireless Body Ar...

Please sign up or login with your details

Forgot password? Click here to reset