International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 08 |Aug -2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1902
STUDY AND ANALYSIS OF DEEC PROTOCOLS IN HETERGENEOUS WSNs
USING MATLAB
Anamika Saini
1
, Ashok Kumar
2
, H.L.Mandoria
3
, B.K.Pandey
4
1
M.tech Student, Dept of Information Technology, G.B.P.U.A & T, Pantnagar, India
2,4
Assistant Professor, Dept of Information Technology, G.B.P.U.A & T, Pantnagar, India
3
Professor & Head, Dept of Information Technology, G.B.P.U.A & T, Pantnagar, India
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Abstract - Wireless sensor networks are battery
constrained. The main research in WSN is energy or power
saving. Prolonging the network lifetime in WSN is research
issue in field of sensor network. In cluster or hierarchical
routing the cluster members send their sensed value to CH
then CH relay the optimized and aggregated data to the base
station. There are many ways to save the power of sensor
nodes; one way is to reduce the unnecessary transmission of
sensed data to the CH to BS. This paper focuses on using TEEN
as an optimization algorithm for data transmission after
cluster formation and then compares with DEEC variants and
finally analyzes it in varying the nodes classification and initial
energy of these groups of nodes. On comparing the proposed
iP-DEEC protocol outperforms the traditional DEEC clustering
protocols.
Key Words: CH, SN, HWSN, WSNs, DEEC, EDEEC, DDEEC
1. INTRODUCTION
Wireless sensor network represents the group of sensor
network where the size of network can vary from a few to
thousands [1-3]. Sensors relates the physical world to the
virtual by sensing the surrounding environment then
converting this information into a digital form then send it to
the base station for the further processing [3,11]. Wireless
sensor network consist of a large number of sensor nodes,
which are connected wirelessly to collect the information
from the sensing field.
Clustering of sensor nodes can balance the load among
sensor nodes which increase the network lifetime of sensor
nodes in Wireless Sensor Network [8]. The modern
technology development in the field of sensor design,
material used and other ideas make the size smaller and
compact of sensors and sensor arrays with lower cost
[10,12]. Wireless sensor technology has potential for sensing
and monitoring in not only science and engineering but also
in a wide range of applications in military, structure health,
industrial, child care, medical monitoring, food processing,
surveillance and in many more fields [13,15].
2. RELATED WORK
DEEC [4] protocol is developed for heterogeneous network
which have three types of different initial energy of nodes
with weighted different probability for electing CHs. DDEEC
[7] is the advance version of DEEC and this protocol resolve
the penalizing effect of DEEC protocol. EDEEC [5], this is an
extended version of DEEC with normal, advance and super
node classification on the basis of nodeǯs energy. TDEEC [6]
protocol is an improved version of DEEC and has three types
of different energy nodes with modified probability function.
EDDEEC [14] is the merged and improved version of E-DEEC
and DDEEC protocol.
Teen [9] protocol is a reactive protocol for time critical
applications for data transmission optimization developed
by A. Manjeshwar and D.P. Agarwal in 2001.This protocol
decides the wanted set of value of sensed data to be
transmitted from cluster head to the base station. Thus the
desired value (like a range of temperature) should be greater
than the hard threshold and the difference between the
current sensed value and previously sensed value. Thus the
network lifetime is extended. We used TEEN algorithm for
regulating the data transmission after cluster head selection
done by the EDDEEC.
3. MOTIVATION
In many routing algorithm cluster head plays important role
in choosing the best set of cluster head sets to ensuring the
prolonged network lifetime. While there are many factors
are considered by the researchers to develop the routing
protocols for WSN such as average energy of the network,
residual energy, probability of the being elected as CH,
distance between the sensor nodes to the base station etc.
Along with the sensing, data transmission in the wireless
sensor network consumes the most of the power of the
sensor nodes. The lesser transmission lowers the energy
consumption, which results in prolonged lifetime of network.
This research focuses on using TEEN concept for
optimization of data transmission after the cluster formation
in which the CH election is done according to EDDEEC
protocol(Enhanced Developed DEEC purposed by N. Javed et
al [14]) for three-level heterogeneous WSNs.