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Sheetal Watkar et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 3, ( Part - 3) March 2015, pp.107-110
www.ijera.com 107 | P a g e
Review Paper on Energy Efficient Protocol in Wireless Sensor
Network
Sheetal Watkar*, Prof. B.G.Hogade**,Prof.Hemangi Satam***
*(Department of Electronics and Telecommunications, Mumbai University, India)
** (Department of Electronics and Telecommunications, Mumbai University, India)
*** (Department of Electronics and Telecommunications, Mumbai University, India)
ABSTRACT
Wireless sensor network (WSN) is a system composed of a large number of low-cost micro-sensors. This
network is used to collect and send various kinds of messages to a base station (BS). WSN consists of low-cost
nodes with limited battery power, and the battery replacement is not easy for WSN with thousands of physically
embedded nodes, which means energy efficient routing protocol should be employed to offer a long network life
time. The lifetime of Wireless Sensor Networks (WSN) is crucial. To achieve the aim, we need not only to
minimize total energy consumption but also to balance WSN load. Hence, this paper aims to study different
energy balance routing protocols of WSNs. In this paper, we have compared different protocols of WSN,
ensuring maximum network lifetime by balancing the load as equally as possible
Keywords - Energy-balance, network lifetime, routing protocol, wireless sensor network
I INTRODUCTION
WITH the advances in Micro-Electro-
Mechanical Systems (MEMS)-based sensor
technology, low-power digital electronics and low-
power wireless communication [1],[2],[3], it is now
possible to produce wireless sensor nodes in quantity
at low cost. Although these sensor nodes are not as
powerful or accurate as their expensive macro-
sensor counter parts, we are able to build a high
quality, fault-tolerant sensor network by making
thousands of sensor nodes work together. Through
the cooperation of wireless sensor nodes, WSN
collects large amounts of information and sends
them to the Base Station (BS). WSN has a wide
range of potential application including military
surveillance, disaster prediction, environment
monitoring, etc. Thus it has become one of the most
important research fields and has aroused extensive
research interest. Generally, wireless sensor nodes
are deployed randomly and densely in a target
region, especially where the physical environment is
so harsh that the macro-sensor counterparts cannot
be deployed. After deployment, the network cannot
work properly unless there is sufficient battery
power. In general, WSN may produce quite a
substantial amount of data, so if data fusion could be
used, the throughput could be reduced. Because
sensor nodes are deployed densely, WSN might
generate redundant data from multiple nodes, and
the redundant data can be combined to reduce
transmission.
Fig.1 A system model of WSNs
This paper primarily consists comparative study of
various energy balance routing protocols of WSNs.
Each Protocol has its own advantages and
disadvantages under specific working environment.
To compare and evaluate the effectiveness of each
protocol, this paper focus on namely how many no
of nodes dies after certain rounds. In comparative
discussion of performance of different existing
protocols of WSNs, table shows the comparison
summary of the performance evaluation of different
protocols. In this paper we are comparing LEACH,
PEGASIS [14], HEED [8], TREEPSI [12], TBC [13]
and GSTEB [9].
II. REVIEW OF LITERATURE
Researchers have proposed many protocols such
as LEACH, HEED, PEGASIS, TBC and PEDAP,
GSTEB.In order to explore about the energy
efficient protocol technology, we had gone through
different online and offline resources in addition to
different research papers. Few of them are given
RESEARCH ARTICLE OPEN ACCESS
Sheetal Watkar et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 3, ( Part - 3) March 2015, pp.107-110
www.ijera.com 108 | P a g e
below:
Zhao Han, Jie Wu, Member, IEEE, Jie Zhang,
Liefeng Liu, and Kaiyun Tian (2014): Proposed a
General Self-Organized Tree-Based Energy-Balance
routing protocol (GSTEB) which builds a routing
tree using a process where, for each round, BS
assigns a root node and broadcasts this selection to
all sensor nodes. Subsequently, each node selects its
parent by considering only itself and its neighbors’
information, thus making GSTEB a dynamic
protocol. [9]
K. T. Kim and H. Y. Youn, (2010): Proposed a
Tree-Based Clustering TBC in which all the
deployed sensors construct a logical tree. Data are
passed from a leaf node to its parent nodes. [13]
Ossama Younis, Student Member, IEEE, and
Sonia Fahmy, Member, IEEE (2004): Present a
protocol, HEED (Hybrid Energy-Efficient
Distributed clustering), that periodically selects
cluster heads according to a hybrid of the node
residual energy and a secondary parameter, such as
node proximity to its neighbours or node degree [8]
H. O. Tan and I. Korpeoglu (2003): Propose
PEDAP prolongs the lifetime of the last node in the
system while providing a good lifetime for the first
node, whereas its power-aware version provides near
optimal lifetime for the first node although slightly
decreasing the lifetime of the last node. [7]
S. Lindsey and C. Raghavendra (2002): Propose
PEGASIS, every node in chain senses the data,
receives data from its predecessor, and fuses with
received predecessor’s data and transmits to next
node in chain. [14]
W. B. Heinzelman, A. Chandrakasan, and H.
Balakrishanan (2000): Proposed 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. [5]
III. RESULT ANALYSIS
TABLE1.Comparison between Hierarchical Protocols
AUTHORS PROTOCOS ADVANTAGES
Chunyao FU,
Zhifassng
JIANG,
Wei WEI and
Ang WEI
LEACH
It is a clustering
based technique and
the cluster head in
network directly
communicates with
the base station in
single hop. It has
two phases, set-up
and steady state
phase.
Stephanie
Lindsey
Cauligi S.
Raghavendra
PEGASIS
It is a tree based
technique; it has
low consumption
of energy compared
to LEASE.
It has two phases,
Chain formation
phase, Broadcasting
phase. Life time of
PEGASIS is more
if we compared it
with LEACH
Ossama
Younis,
and Sonia
Fahmy
HEED
It is a clustering
based technique;
This is suitable for
heterogeneousWSN
It has three phases,
Initialization phase,
Set-up phase and
Steady phase. Life
time of HEED is
more compared to
PEGASIS.
S.S.Satapathy
and N. Sarma
TREEPSI
The length of path
form end, leaf node
to root/chain node
in TREEPSI is
shorter compared to
PEGASIS. The data
will not send data
for a long path. For
In TREEPSI power
consumption is less
if we compared it
with PEGASIS
Sheetal Watkar et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 3, ( Part - 3) March 2015, pp.107-110
www.ijera.com 109 | P a g e
K. T. Kim
and H. Y.
Youn
TBC
Nodes in a cluster
form a tree with the
root as the cluster-
head, while the
height of the tree is
decided based on
the distance of the
member nodes to
the cluster-head
Jie Zhang,
Liefeng Liu,
and Kaiyun
Tian
GSTEB
A General Self-
Organized Tree-
Based Energy-
Balance routing
protocol is used to
achieve a longer
network lifetime.
Each round BS
assigns a root node
and broadcasts this
selection to all
sensor nodes.
each node selects
its parent by
considering only
itself and its
neighbors details
thus making a
dynamic protocol
TABLE 2 .Network Lifetimes Of Different Schemes
Above table gives a MATLAB simulation results
of protocols in terms of number of rounds, when
nodes begins to die and when all the nodes in the
network are completely dead. We can find that
GSTEB performs better than all other protocols [9]
Fig.2 Comparing the time when first node dies for GSTEB and
PEGASIS for the number of nodes from 100 to 400 in the square
area, the net-work working in round makes Round be the time
measurement unit
Fig.3 Comparing the time when first node dies for GSTEB and
HEED for the number of nodes from 100 to 400 in the square
area, the network working in round makes Round be the time
measurement unit
IV.CONCLUSION
GSTEB outperforms compared with above
mentioned protocol. In LEACH protocol cluster
head is selected randomly and it reduces the energy
level due to their distances to base station are far,
because of the heavy energy burden and these cluster
heads will soon die. In case of PEGASIS, nodes take
turns to transmit the fused data to the base station to
balance the energy depletion in the network and
preserves robustness as the sensor nodes die at
random locations. HEED distribution of energy
extends the lifetime of the nodes within the network
thus stabilizing the neighboring node .At the end of
each TDMA; each node is either a cluster head or an
Sheetal Watkar et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 3, ( Part - 3) March 2015, pp.107-110
www.ijera.com 110 | P a g e
ordinary node that belongs to exactly one cluster. In
GSTEB, the cluster head is selected based on energy
and a tree is constructed to transfer the information.
Thus GSTEB prolongs the network lifetime
compared to other protocols in the network.
.
REFERENCES
[1] K. Akkaya and M. Younis, “A survey of
routing protocols in wireless sensor
networks,” Elsevier Ad Hoc Network J., vol.
3/3, pp. 325–349, 2005.
[2] I. F. Akyildiz et al., “Wireless sensor
networks: A survey,” Computer Netw., vol.
38, pp. 393–422, Mar. 2002.
[3] Sohrabi et al.,Protocols for self-organization
of a wireless sensor network,IEEE Personal
Commun., vol. 7, no. 5, pp. 16–27, Oct. 2000.
[4] I. F. Akyildiz, W. Su, Y.
Sankarasubramaniam, and E. Cayirci, Wire-
less sensor networks: A survey, Computer
Netw.s, vol. 38, no. 4, pp. 393–422, 2002
[5] W. R. Heinzelman, A. Chandrakasan, and H.
Balakrishnan, Energy efficient
communication protocols for wireless micro
sensor networks, in Proc. 33rd Hawaii Int.
Conf. System Sci., Jan. 2000, pp. 3005–3014.
[6] Quazi Mamun, A Qualitative Comparison of
Different Logical Topologies for Wireless
Sensor Networks, Sensors 2012, 12, 14887-
14913.
[7] H. O. Tan and I. Korpeoglu, Power efficient
data gathering and aggregation in wireless
sensor networks, SIGMOD Rec., vol. 32, no.
4, pp. 66–71, 2003.
[8] O.Younis and S. Fahmy, HEED A hybrid
energy-efficient, distributed clustering
approach for ad hoc sensor networks, IEEE
Trans. Mobile Computing, vol. 3, no. 4, pp.
660–669, 2004.
[9] Zhao Han, Jie Wu, Jie Zhang, Liefeng Liu,
and Kaiyun Tian,A General Self-Organized
Tree-Based Energy-Balance Routing Protocol
for Wireless Sensor Network, IEEE
Transactions On Nuclear Science, Vol. 61,
No. 2, April 2014
[10] Kevin L. Mills, A brief survey of self-
organization in wireless sensor networks,
Wireless Communications and Mobile
Computing, Wirel. Commun. Mob. Comput.
2007; 7:823–834 Published online 10 May
2007 in Wiley InterScience DOI:
10.1002/wcm.499
[11] G.Asha, S.Durgadevi, Mr.K.Shankar ,The
comparison between routing protocols based
onlifetime of wireless sensor networks,
International Journal of Engineering Science
Invention ISSN (Online): 2319 – 6734, ISSN
(Print): 2319 – 6726,Volume 3 Issue 11 ,
November 2014 , PP.20-26
[12] S. S. Satapathy and N. Sarma, TREEPSI: Tree
based energy efficient protocol for sensor
information, in Proc. IFIP Int. Conf., Apr.
2006, pp. 11–13
[13] K. T. Kim and H. Y. Youn, Tree-Based
Clustering (TBC) for energy efficient wireless
sensor networks, in Proc. AINA 2010, 2010,
pp. 680–685
[14] S. Lindsey and C. Raghavendra, Pegasis:
Power-efficient gathering in sensor
information systems,in Proc. IEEE Aerospace
Conf., 2002 vol. 3, pp. 1125–1130

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Review Paper on Energy Efficient Protocol in Wireless Sensor Network

  • 1. Sheetal Watkar et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 3, ( Part - 3) March 2015, pp.107-110 www.ijera.com 107 | P a g e Review Paper on Energy Efficient Protocol in Wireless Sensor Network Sheetal Watkar*, Prof. B.G.Hogade**,Prof.Hemangi Satam*** *(Department of Electronics and Telecommunications, Mumbai University, India) ** (Department of Electronics and Telecommunications, Mumbai University, India) *** (Department of Electronics and Telecommunications, Mumbai University, India) ABSTRACT Wireless sensor network (WSN) is a system composed of a large number of low-cost micro-sensors. This network is used to collect and send various kinds of messages to a base station (BS). WSN consists of low-cost nodes with limited battery power, and the battery replacement is not easy for WSN with thousands of physically embedded nodes, which means energy efficient routing protocol should be employed to offer a long network life time. The lifetime of Wireless Sensor Networks (WSN) is crucial. To achieve the aim, we need not only to minimize total energy consumption but also to balance WSN load. Hence, this paper aims to study different energy balance routing protocols of WSNs. In this paper, we have compared different protocols of WSN, ensuring maximum network lifetime by balancing the load as equally as possible Keywords - Energy-balance, network lifetime, routing protocol, wireless sensor network I INTRODUCTION WITH the advances in Micro-Electro- Mechanical Systems (MEMS)-based sensor technology, low-power digital electronics and low- power wireless communication [1],[2],[3], it is now possible to produce wireless sensor nodes in quantity at low cost. Although these sensor nodes are not as powerful or accurate as their expensive macro- sensor counter parts, we are able to build a high quality, fault-tolerant sensor network by making thousands of sensor nodes work together. Through the cooperation of wireless sensor nodes, WSN collects large amounts of information and sends them to the Base Station (BS). WSN has a wide range of potential application including military surveillance, disaster prediction, environment monitoring, etc. Thus it has become one of the most important research fields and has aroused extensive research interest. Generally, wireless sensor nodes are deployed randomly and densely in a target region, especially where the physical environment is so harsh that the macro-sensor counterparts cannot be deployed. After deployment, the network cannot work properly unless there is sufficient battery power. In general, WSN may produce quite a substantial amount of data, so if data fusion could be used, the throughput could be reduced. Because sensor nodes are deployed densely, WSN might generate redundant data from multiple nodes, and the redundant data can be combined to reduce transmission. Fig.1 A system model of WSNs This paper primarily consists comparative study of various energy balance routing protocols of WSNs. Each Protocol has its own advantages and disadvantages under specific working environment. To compare and evaluate the effectiveness of each protocol, this paper focus on namely how many no of nodes dies after certain rounds. In comparative discussion of performance of different existing protocols of WSNs, table shows the comparison summary of the performance evaluation of different protocols. In this paper we are comparing LEACH, PEGASIS [14], HEED [8], TREEPSI [12], TBC [13] and GSTEB [9]. II. REVIEW OF LITERATURE Researchers have proposed many protocols such as LEACH, HEED, PEGASIS, TBC and PEDAP, GSTEB.In order to explore about the energy efficient protocol technology, we had gone through different online and offline resources in addition to different research papers. Few of them are given RESEARCH ARTICLE OPEN ACCESS
  • 2. Sheetal Watkar et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 3, ( Part - 3) March 2015, pp.107-110 www.ijera.com 108 | P a g e below: Zhao Han, Jie Wu, Member, IEEE, Jie Zhang, Liefeng Liu, and Kaiyun Tian (2014): Proposed a General Self-Organized Tree-Based Energy-Balance routing protocol (GSTEB) which builds a routing tree using a process where, for each round, BS assigns a root node and broadcasts this selection to all sensor nodes. Subsequently, each node selects its parent by considering only itself and its neighbors’ information, thus making GSTEB a dynamic protocol. [9] K. T. Kim and H. Y. Youn, (2010): Proposed a Tree-Based Clustering TBC in which all the deployed sensors construct a logical tree. Data are passed from a leaf node to its parent nodes. [13] Ossama Younis, Student Member, IEEE, and Sonia Fahmy, Member, IEEE (2004): Present a protocol, HEED (Hybrid Energy-Efficient Distributed clustering), that periodically selects cluster heads according to a hybrid of the node residual energy and a secondary parameter, such as node proximity to its neighbours or node degree [8] H. O. Tan and I. Korpeoglu (2003): Propose PEDAP prolongs the lifetime of the last node in the system while providing a good lifetime for the first node, whereas its power-aware version provides near optimal lifetime for the first node although slightly decreasing the lifetime of the last node. [7] S. Lindsey and C. Raghavendra (2002): Propose PEGASIS, every node in chain senses the data, receives data from its predecessor, and fuses with received predecessor’s data and transmits to next node in chain. [14] W. B. Heinzelman, A. Chandrakasan, and H. Balakrishanan (2000): Proposed 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. [5] III. RESULT ANALYSIS TABLE1.Comparison between Hierarchical Protocols AUTHORS PROTOCOS ADVANTAGES Chunyao FU, Zhifassng JIANG, Wei WEI and Ang WEI LEACH It is a clustering based technique and the cluster head in network directly communicates with the base station in single hop. It has two phases, set-up and steady state phase. Stephanie Lindsey Cauligi S. Raghavendra PEGASIS It is a tree based technique; it has low consumption of energy compared to LEASE. It has two phases, Chain formation phase, Broadcasting phase. Life time of PEGASIS is more if we compared it with LEACH Ossama Younis, and Sonia Fahmy HEED It is a clustering based technique; This is suitable for heterogeneousWSN It has three phases, Initialization phase, Set-up phase and Steady phase. Life time of HEED is more compared to PEGASIS. S.S.Satapathy and N. Sarma TREEPSI The length of path form end, leaf node to root/chain node in TREEPSI is shorter compared to PEGASIS. The data will not send data for a long path. For In TREEPSI power consumption is less if we compared it with PEGASIS
  • 3. Sheetal Watkar et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 3, ( Part - 3) March 2015, pp.107-110 www.ijera.com 109 | P a g e K. T. Kim and H. Y. Youn TBC Nodes in a cluster form a tree with the root as the cluster- head, while the height of the tree is decided based on the distance of the member nodes to the cluster-head Jie Zhang, Liefeng Liu, and Kaiyun Tian GSTEB A General Self- Organized Tree- Based Energy- Balance routing protocol is used to achieve a longer network lifetime. Each round BS assigns a root node and broadcasts this selection to all sensor nodes. each node selects its parent by considering only itself and its neighbors details thus making a dynamic protocol TABLE 2 .Network Lifetimes Of Different Schemes Above table gives a MATLAB simulation results of protocols in terms of number of rounds, when nodes begins to die and when all the nodes in the network are completely dead. We can find that GSTEB performs better than all other protocols [9] Fig.2 Comparing the time when first node dies for GSTEB and PEGASIS for the number of nodes from 100 to 400 in the square area, the net-work working in round makes Round be the time measurement unit Fig.3 Comparing the time when first node dies for GSTEB and HEED for the number of nodes from 100 to 400 in the square area, the network working in round makes Round be the time measurement unit IV.CONCLUSION GSTEB outperforms compared with above mentioned protocol. In LEACH protocol cluster head is selected randomly and it reduces the energy level due to their distances to base station are far, because of the heavy energy burden and these cluster heads will soon die. In case of PEGASIS, nodes take turns to transmit the fused data to the base station to balance the energy depletion in the network and preserves robustness as the sensor nodes die at random locations. HEED distribution of energy extends the lifetime of the nodes within the network thus stabilizing the neighboring node .At the end of each TDMA; each node is either a cluster head or an
  • 4. Sheetal Watkar et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 3, ( Part - 3) March 2015, pp.107-110 www.ijera.com 110 | P a g e ordinary node that belongs to exactly one cluster. In GSTEB, the cluster head is selected based on energy and a tree is constructed to transfer the information. Thus GSTEB prolongs the network lifetime compared to other protocols in the network. . REFERENCES [1] K. Akkaya and M. Younis, “A survey of routing protocols in wireless sensor networks,” Elsevier Ad Hoc Network J., vol. 3/3, pp. 325–349, 2005. [2] I. F. Akyildiz et al., “Wireless sensor networks: A survey,” Computer Netw., vol. 38, pp. 393–422, Mar. 2002. [3] Sohrabi et al.,Protocols for self-organization of a wireless sensor network,IEEE Personal Commun., vol. 7, no. 5, pp. 16–27, Oct. 2000. [4] I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, Wire- less sensor networks: A survey, Computer Netw.s, vol. 38, no. 4, pp. 393–422, 2002 [5] W. R. Heinzelman, A. Chandrakasan, and H. Balakrishnan, Energy efficient communication protocols for wireless micro sensor networks, in Proc. 33rd Hawaii Int. Conf. System Sci., Jan. 2000, pp. 3005–3014. [6] Quazi Mamun, A Qualitative Comparison of Different Logical Topologies for Wireless Sensor Networks, Sensors 2012, 12, 14887- 14913. [7] H. O. Tan and I. Korpeoglu, Power efficient data gathering and aggregation in wireless sensor networks, SIGMOD Rec., vol. 32, no. 4, pp. 66–71, 2003. [8] O.Younis and S. Fahmy, HEED A hybrid energy-efficient, distributed clustering approach for ad hoc sensor networks, IEEE Trans. Mobile Computing, vol. 3, no. 4, pp. 660–669, 2004. [9] Zhao Han, Jie Wu, Jie Zhang, Liefeng Liu, and Kaiyun Tian,A General Self-Organized Tree-Based Energy-Balance Routing Protocol for Wireless Sensor Network, IEEE Transactions On Nuclear Science, Vol. 61, No. 2, April 2014 [10] Kevin L. Mills, A brief survey of self- organization in wireless sensor networks, Wireless Communications and Mobile Computing, Wirel. Commun. Mob. Comput. 2007; 7:823–834 Published online 10 May 2007 in Wiley InterScience DOI: 10.1002/wcm.499 [11] G.Asha, S.Durgadevi, Mr.K.Shankar ,The comparison between routing protocols based onlifetime of wireless sensor networks, International Journal of Engineering Science Invention ISSN (Online): 2319 – 6734, ISSN (Print): 2319 – 6726,Volume 3 Issue 11 , November 2014 , PP.20-26 [12] S. S. Satapathy and N. Sarma, TREEPSI: Tree based energy efficient protocol for sensor information, in Proc. IFIP Int. Conf., Apr. 2006, pp. 11–13 [13] K. T. Kim and H. Y. Youn, Tree-Based Clustering (TBC) for energy efficient wireless sensor networks, in Proc. AINA 2010, 2010, pp. 680–685 [14] S. Lindsey and C. Raghavendra, Pegasis: Power-efficient gathering in sensor information systems,in Proc. IEEE Aerospace Conf., 2002 vol. 3, pp. 1125–1130