Scalability in wireless sensor networks

Scalability in Wireless Sensor Network



             In the guidance of
Dr Alok Nath De/alokde_telecom@yahoo.co.in



                                               By:-
                 ANJANI SHANKAR TIWARI(2010JTM2385)
                        SHASHI MANGAL (2010JTM2391)
Scalability in wireless sensor networks
   For hardware scalability involves sensitivity
    and range of MEMS sensors, communication
    bandwidth of the radio, and power usage.
   The software      issues include reliability of
    command dissemination and data transfer,
    management of large volume of data, and
    scalable algorithms for analysing the data.
   There are tradeoffs between the Larger
    numbers      of    nodes    means      increased
    management complexity, as well as a more
    complex programming model
   Single Hop-single-hop networks are spatially
    limited by the radio range and cannot span
    long distances without a large power supply.

   Multi Hop-Multihop communication is the
    transfer of data and commands between two
    nodes that are not in the direct radio range,
    using intermediary nodes . Thus required less
    energy by a node to send data.
   Multihop communication is essential for
    scalability of low-power wireless sensor
    networks but at the cost of more complex
    routing protocols.
Routing protocols for flat WSNs
1.Flooding and Gossiping
2.SPIN(Sensor Protocol for Information via
 Negotiation)
3.SAR(Sequential Assignment Routing)
   LEACH(Low Energy Adaptive Clustering Hierarchy)
   PEGAGIS(Power-Efficient Gathering in Sensor
    Information Systems)
   TEEN (Threshold-Sensitive Energy Efficient Sensor
    Network Protocol)
   Clustered Topology :       It is more
    suitable to ensure scalability. In a
    clustered sensor network, all the
    nodes are organized into a
    hierarchy based on some clustering
    algorithm. In each cluster, one
    node is selected to act as the
    cluster head (CH) and collecting all
    the information sensed by the
    cluster, aggregating data and
    reporting to a base station. All the
    other sensor nodes only need to
    contact with their cluster head.
   For cluster headers, their power
    should be exhausted much faster
    so Clustering algorithms in the
    former usually adopt rotation of
    cluster heads for load balance while
    in the latter use fixed cluster
    heads.
   LEACH (Low Energy Adaptive Clustering Hierarchy):- It is a
    hierarchical    clustering-based    algorithm,  which  includes
    distributed cluster formation. The main idea is to form clusters
    of the sensor nodes based on the received signal strength and
    use local cluster heads as router to the sink.
   LEACH uses a CDMA-TDMA hybrid communication scheme. Each
    cluster has unique spreading code that can minimize
    interference between clusters and every cluster head set up a
    TDMA schedule for collision-free intra-cluster communication.


   They use power control to set the amount of transmit power
    based on the distance to their cluster heads and turn off radios
    until their allocated transmission time. At the end of each frame,
    the cluster heads perform data aggregation, which can achieve
    considerable energy saving, and forward the aggregated data to
    the base station.
Drawback:-
   Variable number of clusters produced in each round
   Uneven size of clusters
   The cluster head far away from base station will exhaust its
    energy quickly
   LEACH does not allocate time slots to cluster heads. Hence,
    when cluster head transmit the aggregated data to base
    station and at the same time data collected by one of its
    members arrive, collision will happen.
   In LEACH there is single-hop communication between cluster
    head and the base station .
   LEACH uses CSMA for cluster head to transmit the aggregated
    data, in which collision is inevitable.
   In EMCA we use Multihop communication from cluster heads
    to cluster heads and on to the base station.
   Time-line of EMCA is the same as LEACH, however the
    operation in it is different. The set-up phase is divided into
    four parts:-
         a) Cluster-formation subphase,
         b) Routing-establishment subphase,
         c) TDMA-schedule subphase and
         d) Synchronization subphase.
Scalability in wireless sensor networks
Scalability in wireless sensor networks
   Total energy consumption for each round of sensing and
    transfer is =



Where: -ʎ(=0.01) is poisson intensity for Randomly distributed
sensor node        with square area of side M;
       -An l bit(=500bit) packet is transmitted distance at r;
       -Eelec, (= 50nJ/bit)is the electronics energy;
       -εfs (= 10pJ/bit/m2.)is amplifier coefficient;
       -Probability of becoming a cluster head is p;
       -EDA(=5nJ/bit) be the energy consumption for
aggregating one bit of data;
  The total energy LEACH spend in a frame is given by:
Scalability in wireless sensor networks
   Ying Qian, Jinfang Zhou, Liping Qian, and Kangsheng Chen
    “Highly Scalable Multihop Clustering Algorithm for Wireless
    Sensor Networks” 2006 IEEE
   Jienan Zhou, Jianghong Shi “A Scalable Routing Protocol for Low
    Energy Wireless Sensor Networks” Communication Engineering
    Department of Xiamen University
   Shamim N. Pakzad1; Gregory L. Fenves2; Sukun Kim3; and David
    E. Culler“Design and Implementation of Scalable Wireless Sensor
    Network        for    Structural   Monitoring    “JOURNAL       OF
    INFRASTRUCTURE SYSTEMS © ASCE / MARCH 2008
   Lubna      K.    Alazzawi,   Ali   M.  Elkateeb,   and    Aiyappa
    Ramesh“Scalability Analysis for wireless sensor networks Routing
    Protocols” 2008 IEEE
   I.F. Akyildiz, W. Su*, Y. Sankarasubramaniam, E. Cayirci“Wireless
    sensor networks: a survey” 2002 Elsevier Science B.V.





   THANK YOU
1 de 16

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Scalability in wireless sensor networks

  • 1. Scalability in Wireless Sensor Network In the guidance of Dr Alok Nath De/alokde_telecom@yahoo.co.in By:- ANJANI SHANKAR TIWARI(2010JTM2385) SHASHI MANGAL (2010JTM2391)
  • 3. For hardware scalability involves sensitivity and range of MEMS sensors, communication bandwidth of the radio, and power usage.  The software issues include reliability of command dissemination and data transfer, management of large volume of data, and scalable algorithms for analysing the data.  There are tradeoffs between the Larger numbers of nodes means increased management complexity, as well as a more complex programming model
  • 4. Single Hop-single-hop networks are spatially limited by the radio range and cannot span long distances without a large power supply.  Multi Hop-Multihop communication is the transfer of data and commands between two nodes that are not in the direct radio range, using intermediary nodes . Thus required less energy by a node to send data.  Multihop communication is essential for scalability of low-power wireless sensor networks but at the cost of more complex routing protocols.
  • 5. Routing protocols for flat WSNs 1.Flooding and Gossiping 2.SPIN(Sensor Protocol for Information via Negotiation) 3.SAR(Sequential Assignment Routing)
  • 6. LEACH(Low Energy Adaptive Clustering Hierarchy)  PEGAGIS(Power-Efficient Gathering in Sensor Information Systems)  TEEN (Threshold-Sensitive Energy Efficient Sensor Network Protocol)
  • 7. Clustered Topology : It is more suitable to ensure scalability. In a clustered sensor network, all the nodes are organized into a hierarchy based on some clustering algorithm. In each cluster, one node is selected to act as the cluster head (CH) and collecting all the information sensed by the cluster, aggregating data and reporting to a base station. All the other sensor nodes only need to contact with their cluster head.  For cluster headers, their power should be exhausted much faster so Clustering algorithms in the former usually adopt rotation of cluster heads for load balance while in the latter use fixed cluster heads.
  • 8. LEACH (Low Energy Adaptive Clustering Hierarchy):- It is a hierarchical clustering-based algorithm, which includes distributed cluster formation. The main idea is to form clusters of the sensor nodes based on the received signal strength and use local cluster heads as router to the sink.  LEACH uses a CDMA-TDMA hybrid communication scheme. Each cluster has unique spreading code that can minimize interference between clusters and every cluster head set up a TDMA schedule for collision-free intra-cluster communication.  They use power control to set the amount of transmit power based on the distance to their cluster heads and turn off radios until their allocated transmission time. At the end of each frame, the cluster heads perform data aggregation, which can achieve considerable energy saving, and forward the aggregated data to the base station.
  • 9. Drawback:-  Variable number of clusters produced in each round  Uneven size of clusters  The cluster head far away from base station will exhaust its energy quickly  LEACH does not allocate time slots to cluster heads. Hence, when cluster head transmit the aggregated data to base station and at the same time data collected by one of its members arrive, collision will happen.
  • 10. In LEACH there is single-hop communication between cluster head and the base station .  LEACH uses CSMA for cluster head to transmit the aggregated data, in which collision is inevitable.  In EMCA we use Multihop communication from cluster heads to cluster heads and on to the base station.  Time-line of EMCA is the same as LEACH, however the operation in it is different. The set-up phase is divided into four parts:- a) Cluster-formation subphase, b) Routing-establishment subphase, c) TDMA-schedule subphase and d) Synchronization subphase.
  • 13. Total energy consumption for each round of sensing and transfer is = Where: -ʎ(=0.01) is poisson intensity for Randomly distributed sensor node with square area of side M; -An l bit(=500bit) packet is transmitted distance at r; -Eelec, (= 50nJ/bit)is the electronics energy; -εfs (= 10pJ/bit/m2.)is amplifier coefficient; -Probability of becoming a cluster head is p; -EDA(=5nJ/bit) be the energy consumption for aggregating one bit of data;  The total energy LEACH spend in a frame is given by:
  • 15. Ying Qian, Jinfang Zhou, Liping Qian, and Kangsheng Chen “Highly Scalable Multihop Clustering Algorithm for Wireless Sensor Networks” 2006 IEEE  Jienan Zhou, Jianghong Shi “A Scalable Routing Protocol for Low Energy Wireless Sensor Networks” Communication Engineering Department of Xiamen University  Shamim N. Pakzad1; Gregory L. Fenves2; Sukun Kim3; and David E. Culler“Design and Implementation of Scalable Wireless Sensor Network for Structural Monitoring “JOURNAL OF INFRASTRUCTURE SYSTEMS © ASCE / MARCH 2008  Lubna K. Alazzawi, Ali M. Elkateeb, and Aiyappa Ramesh“Scalability Analysis for wireless sensor networks Routing Protocols” 2008 IEEE  I.F. Akyildiz, W. Su*, Y. Sankarasubramaniam, E. Cayirci“Wireless sensor networks: a survey” 2002 Elsevier Science B.V.
  • 16.   THANK YOU