Low-energy adaptive clustering hierarchy ("LEACH") is a TDMA-based MAC protocol which is integrated with clustering and a simple routing protocol in wireless sensor networks (WSNs)
Wireless Sensor Network (WSN) consists of sensor nodes which interact with each other through physical parameters like sunlight, wind, vibration, humidity etc. Routing protocols provide an optimal data transmission route from sensor nodes to sink node to save energy of nodes. From Base Station (BS) Sensor node sends and receives data to or from wireless stations. Clustering mechanism is one of the popular routing mechanisms used in WSN for optimizing the problem in sensor nodes. There are two types of clustering schemes known as homogeneous schemes and heterogeneous schemes. In Homogeneous scheme initial energy is same for each node but in heterogeneous scheme initial energy is different for each node and also used to determine the efficiency of sensor networks. Enhanced Modified LEACH (EMODLEACH) is a reactive protocol which is implemented for homogeneous network model. We have implemented the concept of Efficient Cluster head Replacement scheme and Dual transmitting power level scheme of MODLEACH along with the concept of Efficient Intra Cluster transmission Scheme of TEEN in LEACH. We analyze the PEGASIS protocol and modified the exiting protocol called improved energy balanced routing protocol (IEBRP).This IEBRP is based on cluster formation, cluster routing and other aspects of LEACH protocol.
Distributed Operation
Synchronization
Hidden Terminals
Exposed terminals
Throughput
Access delay
Fairness
Real-time Traffic support
Resource reservation
Ability to measure resource availability
Capability for power control
Adaptive rate control
Use of directional antennas
Wireless Sensor Network (WSN) consists of sensor nodes which interact with each other through physical parameters like sunlight, wind, vibration, humidity etc. Routing protocols provide an optimal data transmission route from sensor nodes to sink node to save energy of nodes. From Base Station (BS) Sensor node sends and receives data to or from wireless stations. Clustering mechanism is one of the popular routing mechanisms used in WSN for optimizing the problem in sensor nodes. There are two types of clustering schemes known as homogeneous schemes and heterogeneous schemes. In Homogeneous scheme initial energy is same for each node but in heterogeneous scheme initial energy is different for each node and also used to determine the efficiency of sensor networks. Enhanced Modified LEACH (EMODLEACH) is a reactive protocol which is implemented for homogeneous network model. We have implemented the concept of Efficient Cluster head Replacement scheme and Dual transmitting power level scheme of MODLEACH along with the concept of Efficient Intra Cluster transmission Scheme of TEEN in LEACH. We analyze the PEGASIS protocol and modified the exiting protocol called improved energy balanced routing protocol (IEBRP).This IEBRP is based on cluster formation, cluster routing and other aspects of LEACH protocol.
Distributed Operation
Synchronization
Hidden Terminals
Exposed terminals
Throughput
Access delay
Fairness
Real-time Traffic support
Resource reservation
Ability to measure resource availability
Capability for power control
Adaptive rate control
Use of directional antennas
This ppt describes about the Different protocols of Ad-Hoc Network .It is a pure survey report which will make clarification about each protocols used in ad-hoc network and helps to future generation to make more publishing of recent trends of ad-hoc networks.
How to put these nodes together to form a meaningful network.
How a network should function at high-level application scenarios .
On the basis of these scenarios and optimization goals, the design of networking protocols in wireless sensor networks are derived
A proper service interface is required and integration of WSNs into larger network contexts.
This ppt describes about the Different protocols of Ad-Hoc Network .It is a pure survey report which will make clarification about each protocols used in ad-hoc network and helps to future generation to make more publishing of recent trends of ad-hoc networks.
How to put these nodes together to form a meaningful network.
How a network should function at high-level application scenarios .
On the basis of these scenarios and optimization goals, the design of networking protocols in wireless sensor networks are derived
A proper service interface is required and integration of WSNs into larger network contexts.
Secure and efficient data transmission for cluster based wireless sensor networkRaja Shekhar
Wireless sensor network plays an vital role in research. clustering is introduced to enhance the performance of the WSNs. Cluster is nothing but a group of sensor nodes. Each cluster is having an one cluster head. Clusters are formed periodically, randomly and dynamically. Cluster concept introduced in wireless sensor network to increase the life cycle of sensor nodes,reduce / decrease the computational overhead and less power consumption.
IEEE base paper 2014 march go through completely for more information.
Features of wsn and various routing techniques for wsn a surveyeSAT Journals
Abstract A Wireless Sensor Network is the collection of large number of sensor nodes, which are technically or economically feasible and measure the ambient condition in the environment surrounding them. The difference between usual wireless networks and WSNs is that sensors are sensitive to energy consumption. Most of the attention is given to routing protocols, for energy awareness, since they might differ depending on the application and network architecture. Routing techniques for WSN are classified into three categories based on network structure: Flat, hierarchical and location-based routing. Furthermore, these protocols can be classified into multi-path based, query based, negotiation-based, QoS-based, and coherent–based, depending on the protocol operation. In this paper the survey of routing techniques in WSNs is shown. It is also outlined the design challenges and performance metrics for routing protocols in WSNs. Finally We also highlight the advantages and performance issues of different routing techniques by it’s comparative analysis. Future-directions for routing in sensor network is also described. Index Terms: Wireless sensor network, Routing techniques, Routing challenges and future directions.
Review of Various Enhancements of Modified LEACH for Wireless Sensor Networkijsrd.com
Wireless sensor network depends on the nodes have limited energy, memory, computational power, range and it is important to increase energy efficiency by saving the battery power so as to extend of the life time of the given wireless sensor network deployment. In wireless sensor network, data is measured by node and same is send to base station at regular interval. Clustering sensor nodes is an effective technique in wireless sensor network. Different protocols are used for energy consumption in which Low Energy Adaptive Clustering Hierarchy (LEACH) protocol is the first hierarchal cluster based routing protocol successfully used in the wireless sensor network. In this paper, various enhancements used in the original leach protocol are studied.
Energy Efficient LEACH protocol for Wireless Sensor Network (I-LEACH)ijsrd.com
In the wireless sensor networks (WSNs), the sensor nodes (called motes) are usually scattered in a sensor field an area in which the sensor nodes are deployed. These motes are small in size and have limited processing power, memory and battery life. In WSNs, conservation of energy, which is directly related to network life time, is considered relatively more important souse of energy efficient routing algorithms is one of the ways to reduce the energy conservation. In general, routing algorithms in WSNs can be divided into flat, hierarchical and location based routing. There are two reasons behind the hierarchical routing Low Energy Adaptive Clustering Hierarchy (LEACH) protocol be in explored. One, the sensor networks are dense and a lot of redundancy is involved in communication. Second, in order to increase the scalability of the sensor network keeping in mind the security aspects of communication. Cluster based routing holds great promise for many to one and one to many communication paradigms that are pre valentines or networks.
Optimizing the Performance of I-mod Leach-PD Protocol in Wireless Sensor Netw...ijsrd.com
Wireless Sensor Networks (WSNs) is a networks of thousands of inexpensive miniature devices capable of computation, communication and sensing. WSN is being been attracting increasing interest for supporting a new generation of ubiquitous computing systems with great potential for many applications such as surveillance, environmental monitoring, health care monitoring or home automation. In the near future, wireless sensor network is expected to consists of thousand of inexpensive nodes, each having sensing capability with limited computational and communication power which enables to deploy large scale sensor networks. Large scale WSN is usually implemented as a cluster network. Clustering sensors into groups, so that sensors communicate information only to cluster-heads and then the cluster-heads communicate the aggregated information to the base station, saves energy and thus prolongs network lifetime. LEACH (Low Energy Adaptive Clustering Hierarchy) protocol is one of the clustering routing protocols in wireless sensor networks. The advantage of LEACH is that each node has the equal probability to be a cluster head, which makes the energy dissipation of each node be relatively balanced. In LEACH protocol, time is divided into many rounds, in each round, all the nodes contend to be cluster head according to a predefined criterion. This paper focuses on how to set the time length of each round, how to adjust threshold based on the residual energy, and the measurement of energy required for transmission, based on the distance of cluster head from the base station, to prolong the lifetime of the network and increase throughput, which is denoted as the amount of data packs sent to the sink node. The functions of residual energy and required energy, and the time length of each round are deduced, thereby modifying the threshold value calculation. These functions can be used to enhance the performance of cluster-based wireless sensor networks in terms of lifetime and throughput.
Improvement In LEACH Protocol By Electing Master Cluster Heads To Enhance The...Editor IJCATR
In wireless sensor networks, sensor nodes play the most prominent role. These sensor nodes are mainly un-chargeable, so it
raises an issue regarding lifetime of the network. Mainly sensor nodes collect data and transmit it to the Base Station. So, most of the
energy is consumed in the communication process between sensor nodes and the Base Station. In this paper, we present an
improvement on LEACH protocol to enhance the network lifetime. Our goal is to reduce the transmissions between cluster heads and
the sink node. We will choose optimum number of Master Cluster Heads from variation cluster heads present in the network. The
simulation results show that our proposed algorithm enhances the network lifetime as compare to the LEACH protocol.
An Improved LEACH-C Algorithm for Energy Efficiency in WSN Routingijsrd.com
this paper considered a multi-objective LEACH-C algorithm in the selection of Cluster Head (CH) in such a way so that its energy is used uniformly with load balancing among clusters for delayed disintegration of network. LEACH-C algorithm based single objective clustering approach has been replaced by multi-objective clustering approach where we not only considered the residual energy of nodes but the size of cluster in creating a cluster structure. The improved LEACH-C protocol has been compared with random LEACH and Max Energy LEACH or existing LEACH-C algorithm for energy equi-distribution and load balancing among clusters. Wireless sensor network (WSN) is simulated using a MATLAB programming and power consumption algorithms take into consideration all aspects of power consumption in the operation of the node. The modified LEACH-C routing protocol shows improvements in lifetime as well as in network disintegration criterion
Wireless sensor network consists of several distributed sensor nodes. It is used for several environmental applications, military applications and health related applications. To prolong the lifetime of the sensor nodes, designing efficient routing protocols is critical. Most of the research in energy efficient data gathering in data centric applications of wireless sensor networks is motivated by LEACH (Low Energy Adaptive Clustering Hierarchy) scheme. It allows the rotation of cluster head role among the sensor nodes and tries to distribute the energy consumption over the network. Selection of sensor node for such role rotations greatly affects the energy efficiency of the network. Some of the routing protocol has a drawback that the cluster is not evenly distributed due to its randomized rotation of local cluster head. We have surveyed several existing methods for selecting energy efficient cluster head in wireless sensor networks. We have proposed an energy efficient cluster head selection method in which the cluster head selection and replacement cost is reduced and ultimately the network lifetime is increased. Using our proposed method, network life time is increased compared to existing methods. Keywords: WSN, CH, BS, LEACH, LEACH-B, LEACH-F
Uniform Distribution Technique of Cluster Heads in LEACH Protocolidescitation
A sensor network is composed of a large number of
sensor nodes that are densely deployed either inside the
phenomenon or very close to it. Clustering provides an effective
way for prolonging the lifetime of a wireless sensor network.
Current clustering algorithms usually utilize two techniques,
selecting cluster heads (CHs) with more residual energy and
rotating cluster heads periodically, to distribute the energy
consumption among nodes in each cluster and extend the
network lifetime. LEACH (Low-Energy Adaptive Clustering
Hierarchy), a clustering-based protocol that utilizes
randomized rotation of local cluster base stations (cluster-
heads) to evenly distribute the energy load among the sensors
in the network. But LEACH cannot select the cluster-heads
uniformly throughout the network. Hence, some nodes in the
network have to transmit their data very far to reach the CHs,
causing the energy in the system to be large. Here we have an
approach to address this problem for selecting CHs and their
corresponding clusters. The goal of this paper is to build such
a wireless sensor network in which each sensor node remains
inside the transmission range of CHs and its lifetime is
enlarged.
K-means clustering-based WSN protocol for energy efficiency improvement IJECEIAES
Since it is very difficult to replace or recharge the batteries of the sensor nodes in the wireless sensor network (WSN), efficient use of the batteries of the sensor nodes is a very important issue. This has a deep relationship with the lifetime of the network. If the node's energy is exhausted, the node is no longer available. If a certain number of nodes (50% or 80%) in a network consume energy completely, the whole network will not work. Therefore, various protocols have been proposed to maintain the network for a long time by minimizing energy consumption. In recent years, a protocol using a K-means clustering algorithm, one of machine learning techniques, has been proposed. A KCED protocol is proposed in consideration of residual energy of a node, a cluster center, and a distance to a base station in order to improve a problem of a protocol using K-average gung zipper algorithm such as cluster center consideration.
Compare and Analyses of Optimized R-Leach With Leach Algorithm In WSN ijsc
Wireless sensor networks are composed of numerous small charge, little power devices with sensing, local processing and wireless communication capabilities. Minimizing energy consumption and maximizing network lifespan are significant issues in the design of routing protocols for sensor networks. In this paper, we analyses the efficiency of LEACH protocol in extending the existence for energy-constrained wireless sensor networks. Based on LEACH protocol, an enhanced protocol termed as R- LEACH is proposed which aims to diminish energy consumption within the wireless sensor networks. The simulation results suggest R-LEACH protocol could equilibrium network energy consumption and extend the network lifecycle more successfully as compared to LEACH.
Analysis of Packet Loss Rate in Wireless Sensor Network using LEACH ProtocolIJTET Journal
Abstract: Wireless sensor network (WSN) is used to collect and send various kinds of messages to a base station (BS). Wireless sensor nodes are deployed randomly and densely in a target region, especially where the physical environment is very harsh that the macro-sensor counterparts cannot be deployed. Low Energy Adaptive Clustering Hierarchical (LEACH) Routing protocol builds a process where it reduces the Packet Loss Rate from 100 % to 55% .Simulations are carried out using NS2 simulator.
Energy Efficient LEACH protocol for Wireless Sensor Network (I-LEACH)ijsrd.com
in the wireless sensor networks (WSNs), the sensor nodes (called motes) are usually scattered in a sensor field an area in which the sensor nodes are deployed. These motes are small in size and have limited processing power, memory and battery life. In WSNs, conservation of energy, which is directly related to network life time, is considered relatively more important souse of energy efficient routing algorithms is one of the ways to reduce the energy conservation. In general, routing algorithms in WSNs can be divided into flat, hierarchical and location based routing. There are two reasons behind the hierarchical routing Low Energy Adaptive Clustering Hierarchy (LEACH) protocol be in explored. One, the sensor networks are dense and a lot of redundancy is involved in communication. Second, in order to increase the scalability of the sensor network keeping in mind the security aspects of communication. Cluster based routing holds great promise for many to one and one to many communication paradigms that are pre valentines or networks.
Analysis of different hierarchical routing protocols of wireless sensor networkeSAT Journals
Abstarct Wireless sensored network is nowadays very popular in the field of research because world is now switching faster from wired communication to the wireless communication. It is used in environment monitoring, habitat monitoring, battlefield etc. WSN is made up of tiny sensor nodes which senses the data and communicate to the base station via other nodes.WSN networks are data-centric rather than node centric. So, main issues in WSN networks are energy consumption of network, lifetime of a network, delay, latency, quality of service etc.WSN has defined many routing protocols for the network. The main challenge in WSN is to design a routing protocol which gives the maximum energy efficient routing because nodes in sensored network are equipped with the battery. So, as time passes the battery of nodes will decrease so in turn network lifetime will decreases. There are many routing protocols which are classified as their working and their application to different conditions. This paper describes a brief information about routing protocols. The main focus of this paper is to give the comparison of different hierarchical routing protocols. Keywords: Leach, Pegasis,Teen/Apteen, WSN
Analysis of different hierarchical routing protocols of wireless sensor networkeSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
IMPROVEMENT OF LEACH AND ITS VARIANTS IN WIRELESS SENSOR NETWORKIAEME Publication
Sensor webs consisting of nodes with limited battery power and wireless communications are deployed to collect useful information from the field. Gathering sensed information in an energy efficient manner is critical to operate the sensor network for a long period of time. A data collection problem is defined where, in a round of communication, each sensor node has a packet to be sent to the distant base station. If each node transmits its sensed data directly to the base station then it will deplete its power quickly. Since wireless communications consume significant amounts of battery power, sensor nodes should spend as little energy as possible receiving and transmitting data.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...ssuser7dcef0
Power plants release a large amount of water vapor into the
atmosphere through the stack. The flue gas can be a potential
source for obtaining much needed cooling water for a power
plant. If a power plant could recover and reuse a portion of this
moisture, it could reduce its total cooling water intake
requirement. One of the most practical way to recover water
from flue gas is to use a condensing heat exchanger. The power
plant could also recover latent heat due to condensation as well
as sensible heat due to lowering the flue gas exit temperature.
Additionally, harmful acids released from the stack can be
reduced in a condensing heat exchanger by acid condensation. reduced in a condensing heat exchanger by acid condensation.
Condensation of vapors in flue gas is a complicated
phenomenon since heat and mass transfer of water vapor and
various acids simultaneously occur in the presence of noncondensable
gases such as nitrogen and oxygen. Design of a
condenser depends on the knowledge and understanding of the
heat and mass transfer processes. A computer program for
numerical simulations of water (H2O) and sulfuric acid (H2SO4)
condensation in a flue gas condensing heat exchanger was
developed using MATLAB. Governing equations based on
mass and energy balances for the system were derived to
predict variables such as flue gas exit temperature, cooling
water outlet temperature, mole fraction and condensation rates
of water and sulfuric acid vapors. The equations were solved
using an iterative solution technique with calculations of heat
and mass transfer coefficients and physical properties.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
1. Krishna Insititute Engineering and Technology, Ghaziabad
(U.P.) India
Energy efficient Cluster Head Selection in
LEACH protocol
Presented by-
Mehul Goel
Shiva Bhardwaj
Under Guidance Of
Mrs. Twinkle Tiwari
(Assistant Professor)
Department of Information Teachnology
2. Overview
§ Wireless Sensor Network
§ Introduction of LEACH
§ Phases of LEACH
§ Working of LEACH
§ Variations of LEACH
§ Proposed LEACH
§ Conclusion
§ References
3. • WSN.
• Base Station.
• Transceiver.
Wireless Sensing Network
Problem
Limited energy of the
sensor.
4. An Introduction
v LEACH stands for Low-Energy Adaptive Clustering Hierarchy.
v This WSN is considered to be a dynamic clustering method.
v Randomized rotation of cluster heads among the sensors .
v All non-cluster head nodes transmit data to their cluster head.
v CH receives this data and performs signal processing functions
on the data and transmits data to the BS.
6. v The reason we need network protocol such as LEACH is due
to the fact that a node in the network is no longer useful when
its battery dies.
v This protocol allows us to space out the lifespan of the nodes,
allowing it to do only the minimum work it needs to transmit
data.
The Problem
7. Cluster Head
The LEACH Network is made up of nodes, some of which
are called cluster-heads….
Ø The job of the cluster-head is to collect data from their
surrounding nodes and pass it on to the base station
Ø LEACH is dynamic because the job of cluster-head rotates
8. LEACH’s two phases
The LEACH network has two phases:
§ The set-up phase
§ The steady-state
The Set-Up Phase
• Where cluster-heads are chosen
• None cluster head get involved
The Steady-State
• The cluster-head is maintained
• When data is transmitted between nodes
9. Stochastic Threshold Algorithm
Cluster-heads can be chosen stochastically (randomly based)
on this algorithm:
If n < T(n), then that node becomes a cluster-head
The algorithm is designed so that each node becomes a cluster-
10. Weakness in LEACH
LEACH assumes that
§ It is only suitable for small size networks.
§ All nodes have data to send and so assign a time slot for a node even though some
nodes might not have data to transmit.
§ Overhead of clustering after certain period of time.
§ System stop situation at the time of cluster head failure.
§ LEACH requires CHs to transfer their aggregated data to the sink node over a single-
hop link.
12. • Energy Consumption:-
• Energy consumption is the main issue for any data transmission
setup in wireless sensing network.
• System Efficiency:-
• Improvement in cluster head selection can improve system
efficiency.
Our area of work
13. Conclusion
• On the basis of traditional LEACH protocol, this project
proposes an energy balance algorithm optimizing cluster-
head selection.
• considering the residual energy and distance factors,
improves cluster-head election.
• Improves strategy of non-cluster head node selecting the
optimal cluster-head.
14. References
• L Xiang, J Luo, A Vasilakos, Compressed data aggregation
for energy efficient wireless sensor networks, in 2011 8th
Annual IEEE Communications
• Yang Jing , Li Zetao , Lin Yi proposed paper on "AN
Improved Routing Algorithm Based on LEACH for WSN" ,
in 2013 IEEE Communication.
• ] Hu Junping , Jin Yuhui , Dou Liang proposed paper on "A
Time-based Cluster-Head Selection Algorithm for LEACH "
in 2008 IEEE Communication
• Chenmin Li , Guoping Tan , Jingyu Wu , Lizhong Xu