OMIEEPB: An Efficient Cluster-Based Technique for Optimized Mobile Sink Node in Wireless Sensor Network

OMIEEPB: An Efficient Cluster-Based Technique for Optimized Mobile Sink Node in Wireless Sensor Network

Nasurulla I., Kaniezhil R.
Copyright: © 2022 |Pages: 9
DOI: 10.4018/IJeC.304030
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Abstract

Wireless Sensor Network is made up by full of nodes and base stations. It is used in many real time applications to observe the physical or environmental constraints. The main goal (intention) of the routing protocols is to shrink the consumption of nodes energy and expand the nodes life time. Among many routing protocols, PEGASIS provides efficient performance. EEPB has a long chain linking problem and that is rectified by IEEPB, high density node and heavy load to leader in IEEPB are overcome by MIEEPB. In existing model, the sink needs to visit every chain leader's location to get the data consumes more energy and time. To overcome this issue, OMIEEPB protocol is proposed to identify centroid of nearest possible chains through K-means clustering algorithm. Then the mobile sink will get the data from nearest possible leaders without travelling to each chain. If the chain count is more than 12, then another mobile needs to be employed for sharing the load of the existing sink. The proposed model will comparatively reduce the time of each round and energy of the mobile sink spend.
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1. Introduction

A network is a gathering of devices connected together to share their resources with each other and sharing data/information. Protocols in networks are used to define the properties of the network by declaring list of rules and regulations. This performs a major job in governing the overall architecture of the system network. Without protocols, networks will not perform well in a long run. There are many types of protocols for networks. Each has its own use, thus every network needs a dedicated and designed protocol to function. Every network demands unique style and purpose of transmitting the data. PEGASIS is a protocol which is used for Wireless Sensor Networks. It uses multi-hoping chain based approach to transfer the data to the base station from leader node.

WSN plays a vital role in modern day world, by collecting the data from remote places and helps in converting it to information for research and security purposes. A sensor is a subsystem which is used to monitor the differences in the surroundings. It frequently sends the collected data to the computer or a mobile device to intimate the changes. The communication medium is wireless. WSN indicates, it has node devices connected together via wireless communication medium to collect the information from each the devices. A group of networks are also called as clusters. Each cluster will have Cluster Members (CM) and Cluster Head (CH)/ leader node. CM will gather the information and finally passes it to the leader node, the leader node will be sent to a Sink Device. A sink is a device specifically designed to receive the incoming data from another device/node. Finally all the collected data from the sink will get passed to the Base Station (BS). BS acts as a local hub used to receive/transmit data with the help of wireless signals. (Carlos-Mancilla et al., 2016)

Routing is used to detect a minimal path between the initial node and the terminus node within the network. The main purposes of routing devices are fewer consumption of energy, lowering the suspension time and service quality. WSN routing protocols can be organized in to three major categories, they are

  • Flat Routing Protocol

  • Hierarchal Routing Protocol

  • Location-based protocol (Vidyasagar-Potdar & Chang, 2009)

In Hierarchal chain based routing protocol, PEAGASIS is one such protocol. Low-Energy Adaptive Clustering Hierarchy (LEACH) protocol is the first step of the link based routing protocol. It is said to be the predecessor of PEGASIS. LEACH is a block based, distributed clustering algorithm. It chooses the CH randomly on each round or based on some criteria including energy, distance or weight.(Gill et al., 2014)(Amer et al., 2019) In PEGASIS, there are 6 different types of protocols. Each one has its unique feature thus it is used for certain purposes. The six PEGASIS protocols are listed as follows,

  • 1.

    EEPB Protocol

  • 2.

    ANT-PEGASIS Protocol

  • 3.

    H-PEGASIS Protocol

  • 4.

    PDCH Protocol

  • 5.

    IEEPB Protocol

  • 6.

    MIEEPB Protocol

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