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A
Review of Energy Conservation
in Wireless Sensor Networks
Guided By: Presented By:
Dr. Ajit Kumar Nayak Jogeswar Tripathy
Associate Professor & HOD Regd no: 1361025014
Dept. of CSIT M.Tech(2nd sem.),CSI
1Saturday 21 February 2015
Outline
• What are WSNs
• Applications of WSNs
• Advantages of using WSNs
• Design Issues of WSNs
• Power consumption in WSN
• Sources of energy waste
• General approaches to energy saving
• Conclusion
2Saturday 21 February 2015
What are WSNs?
• Wireless Sensor Networks (WSNs):
– Highly distributed networks of small, lightweight
wireless nodes,
– Deployed in large numbers,
– Monitors the environment or system by
measuring physical parameters such as
temperature, pressure, humidity.
• Node:
– sensing + processing + communication
3Saturday 21 February 2015
Saturday 21 February 2015 4
WSN General Architecture
Fig:1(Block diagram of sensor node)
4Saturday 21 February 2015
5
Wireless Sensor Network
Sensor nodes scattered in a sensor field
 Each nodes has the capabilities to collect data and route data back to the sink (Base
Station).
 Protocols and algorithms with self-organization capabilities.
Saturday 21 February 2015
Fig:2(Nodes scattered in a sensor field)
5
Many Applications of WSN
6Saturday 21 February 2015 Fig:3(Various Applications of WSN)
Advantages of using WSN
• Fast, easy and flexible deployment
• Reduced cost-of-ownership
• Scalability
• Mobility of nodes
• Work under harsh conditions
• Ability to deal with node failures
• Dynamic network topology
• Heterogeneity of nodes
7Saturday 21 February 2015
8
Design Issues of WSNs
The main design goals of
WSNs is to carry out data
communication while
trying to prolong the
lifetime of the network and
prevent connectivity
degradation by employing
aggressive energy
management techniques
Saturday 21 February 2015
Fig:4(Architecture of a typical WSNs)
8
Challenges of WSNs: Constraints,
as within, so without
Physical Layer
Data Link Layer
Network Layer
Transport Layer
Application Layer
WSN
9Saturday 21 February 2015 Fig:5(Challenges of WSNs)
Power consumption in WSN
10Saturday 21 February 2015
The power issue in the wireless sensor network is one
of the biggest challenges, because the sensor has a
limited source of power which is also hard for replace or
recharge.
“e.g. Sensors in the battlefield ,
Sensors in a large forest etc.”
Why limited source of power?
– Inexpensive nature.
– Limited size and weight.
– Redundant nature.
Useful power consumption:
• Transmitting or receiving data.
• Processing query requests.
• Forwarding queries and data to the neighbors.
Saturday 21 February 2015 11
Major Sources of energy waste in WSNs
12Saturday 21 February 2015
Wasteful power consumption:
• Idle listening to the channel “waiting for possible
traffic.
• Retransmitting because of collisions “e.g. two packets
arrived at the same time at the same sensor”.
• Overhearing “when a sensor received a packet
doesn’t belong to it”.
• Generating and handling control packets.
• Over-emitting “when a sensor received a packet
while It is not reached.”
Major Sources of energy waste in WSNs
General approaches to energy saving
13Saturday 21 February 2015
We identify three main enabling techniques namely:
• Duty cycling
• Data-driven and
• Mobility
Fig:6(Different approaches)
Saturday 21 February 2015 14
Duty cycling
Duty cycling can be achieved through two different and
complementary approaches :
• The first is topology control which reduces the number of nodes
involved in forwarding and routing packets generated by the other
nodes without reducing network connectivity and coverage.
• The second method is a power management scheme which
introduces MAC protocols and a wakeup scheduling scheme in
which during idle state, a node sleeps in more slots and still
maintains network connectivity.
Saturday 21 February 2015 14
Saturday 21 February 2015 15
Data-driven
There are two ways by which data driven approach affects energy
consumption :
• First it sorts out unneeded samples which results in useless
energy consumption and stops them from being transmitted to the
sink.
• Secondly, it minimizes the power consumption of the sensing
subsystem by keeping the accuracy of the sensor at a reasonable
level.
Saturday 21 February 2015 15
Saturday 21 February 2015 16
Mobility
Mobility of sensor nodes can be achieved in different ways:
• First, a mobilizer can be attached to a sensor which helps to
change its location; however this movement is limited to few
nodes which are not inhibited by energy.
• Another method is to put sensors on mobile elements such as
animals and cars.
Saturday 21 February 2015 16
Saturday 21 February 2015 17
Conclusion:
• Energy is one of the most critical resources for WSNs.
Extensive research has been conducted to address these
limitations by developing schemes that can improve resource
efficiency.
• In this seminar, we have summarized some research results
which have been presented in the literature on energy saving
methods in sensor networks.
• Although many of these energy saving techniques look
promising, there are still challenges that need to be solved in the
sensor networks.
Saturday 21 February 2015 17
Saturday 21 February 2015 18
References:
 Alippi C., Anastasi G., Francesco M.D. & Roveri M. (2009) “Energy
Management in Wireless Sensor Networks with Energy-hungry
Sensors” IEEE Instrumentation and Measurement Magazine Vol. 12, N.
2, pp. 16-23
 Anastasi G., Coti M., Frrancesco M. & Passarella A.( 2009), “Energy
Conservation in Wireless Sensor Networks: A Survey”, Elsever , Ad Hoc
Network.
 Gandham S. R., Dawande M., Prakash R. & Venkatesan S.(2003),
“Energy efficient schemes for wireless sensor networks with multiple
mobile base stations”, Proc. of IEEE Globecom, vol. 1, pp. 377–381, San
Francisco, CA .
Saturday 21 February 2015 18
Thank you for listening!
19Saturday 21 February 2015
Saturday 21 February 2015 20
???

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Energy efficient routing protocol

  • 1. A Review of Energy Conservation in Wireless Sensor Networks Guided By: Presented By: Dr. Ajit Kumar Nayak Jogeswar Tripathy Associate Professor & HOD Regd no: 1361025014 Dept. of CSIT M.Tech(2nd sem.),CSI 1Saturday 21 February 2015
  • 2. Outline • What are WSNs • Applications of WSNs • Advantages of using WSNs • Design Issues of WSNs • Power consumption in WSN • Sources of energy waste • General approaches to energy saving • Conclusion 2Saturday 21 February 2015
  • 3. What are WSNs? • Wireless Sensor Networks (WSNs): – Highly distributed networks of small, lightweight wireless nodes, – Deployed in large numbers, – Monitors the environment or system by measuring physical parameters such as temperature, pressure, humidity. • Node: – sensing + processing + communication 3Saturday 21 February 2015
  • 4. Saturday 21 February 2015 4 WSN General Architecture Fig:1(Block diagram of sensor node) 4Saturday 21 February 2015
  • 5. 5 Wireless Sensor Network Sensor nodes scattered in a sensor field  Each nodes has the capabilities to collect data and route data back to the sink (Base Station).  Protocols and algorithms with self-organization capabilities. Saturday 21 February 2015 Fig:2(Nodes scattered in a sensor field) 5
  • 6. Many Applications of WSN 6Saturday 21 February 2015 Fig:3(Various Applications of WSN)
  • 7. Advantages of using WSN • Fast, easy and flexible deployment • Reduced cost-of-ownership • Scalability • Mobility of nodes • Work under harsh conditions • Ability to deal with node failures • Dynamic network topology • Heterogeneity of nodes 7Saturday 21 February 2015
  • 8. 8 Design Issues of WSNs The main design goals of WSNs is to carry out data communication while trying to prolong the lifetime of the network and prevent connectivity degradation by employing aggressive energy management techniques Saturday 21 February 2015 Fig:4(Architecture of a typical WSNs) 8
  • 9. Challenges of WSNs: Constraints, as within, so without Physical Layer Data Link Layer Network Layer Transport Layer Application Layer WSN 9Saturday 21 February 2015 Fig:5(Challenges of WSNs)
  • 10. Power consumption in WSN 10Saturday 21 February 2015 The power issue in the wireless sensor network is one of the biggest challenges, because the sensor has a limited source of power which is also hard for replace or recharge. “e.g. Sensors in the battlefield , Sensors in a large forest etc.” Why limited source of power? – Inexpensive nature. – Limited size and weight. – Redundant nature.
  • 11. Useful power consumption: • Transmitting or receiving data. • Processing query requests. • Forwarding queries and data to the neighbors. Saturday 21 February 2015 11 Major Sources of energy waste in WSNs
  • 12. 12Saturday 21 February 2015 Wasteful power consumption: • Idle listening to the channel “waiting for possible traffic. • Retransmitting because of collisions “e.g. two packets arrived at the same time at the same sensor”. • Overhearing “when a sensor received a packet doesn’t belong to it”. • Generating and handling control packets. • Over-emitting “when a sensor received a packet while It is not reached.” Major Sources of energy waste in WSNs
  • 13. General approaches to energy saving 13Saturday 21 February 2015 We identify three main enabling techniques namely: • Duty cycling • Data-driven and • Mobility Fig:6(Different approaches)
  • 14. Saturday 21 February 2015 14 Duty cycling Duty cycling can be achieved through two different and complementary approaches : • The first is topology control which reduces the number of nodes involved in forwarding and routing packets generated by the other nodes without reducing network connectivity and coverage. • The second method is a power management scheme which introduces MAC protocols and a wakeup scheduling scheme in which during idle state, a node sleeps in more slots and still maintains network connectivity. Saturday 21 February 2015 14
  • 15. Saturday 21 February 2015 15 Data-driven There are two ways by which data driven approach affects energy consumption : • First it sorts out unneeded samples which results in useless energy consumption and stops them from being transmitted to the sink. • Secondly, it minimizes the power consumption of the sensing subsystem by keeping the accuracy of the sensor at a reasonable level. Saturday 21 February 2015 15
  • 16. Saturday 21 February 2015 16 Mobility Mobility of sensor nodes can be achieved in different ways: • First, a mobilizer can be attached to a sensor which helps to change its location; however this movement is limited to few nodes which are not inhibited by energy. • Another method is to put sensors on mobile elements such as animals and cars. Saturday 21 February 2015 16
  • 17. Saturday 21 February 2015 17 Conclusion: • Energy is one of the most critical resources for WSNs. Extensive research has been conducted to address these limitations by developing schemes that can improve resource efficiency. • In this seminar, we have summarized some research results which have been presented in the literature on energy saving methods in sensor networks. • Although many of these energy saving techniques look promising, there are still challenges that need to be solved in the sensor networks. Saturday 21 February 2015 17
  • 18. Saturday 21 February 2015 18 References:  Alippi C., Anastasi G., Francesco M.D. & Roveri M. (2009) “Energy Management in Wireless Sensor Networks with Energy-hungry Sensors” IEEE Instrumentation and Measurement Magazine Vol. 12, N. 2, pp. 16-23  Anastasi G., Coti M., Frrancesco M. & Passarella A.( 2009), “Energy Conservation in Wireless Sensor Networks: A Survey”, Elsever , Ad Hoc Network.  Gandham S. R., Dawande M., Prakash R. & Venkatesan S.(2003), “Energy efficient schemes for wireless sensor networks with multiple mobile base stations”, Proc. of IEEE Globecom, vol. 1, pp. 377–381, San Francisco, CA . Saturday 21 February 2015 18
  • 19. Thank you for listening! 19Saturday 21 February 2015
  • 20. Saturday 21 February 2015 20 ???