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Wireless Sensor Network

                  Prabhakar Dhekne

         Bhabha Atomic Research Centre

August 24, 2006         Talk at SASTRA   1
Why Talk About
         Wireless?
   Wireless communication is not a new technology but cell phones
    have brought revolution in wireless communication
   Wireless Technology has changed the way
      Organizations & individuals work & live today

   In less than 10 years
        World has moved from fixed to wireless networks
        Allowing people, mobile devices & computers talk to each other, connect
         without a cable
        Only available option for field data acquisition
   Interconnectivity with multiple devices
        Using radio-waves, sometimes light
        Frees user from many constrains of traditional computer & phone system



         August 24, 2006       Talk at SASTRA                     2
Ubiquitous Computing
   Future State of Computing Technology?
       Mobile, many computers
       Small Processors
       Low Power Consumption
       Relatively Low Cost




    August 24, 2006     Talk at SASTRA      3
Ubiquitous Computing
   Small, mobile, inexpensive computers…..everywhere!
   Fade into the background of everyday life
   Computers everywhere provides potential for data
    collection….sensors!
       Temperature
       Light
       Sound
       Motion
       Pressure
       Many others!!!



August 24, 2006          Talk at SASTRA      4
Growth in Wireless
        Systems
   Rapid growth in cellular voice services
    
        Cell phones everywhere!
   Several wireless technology options have been available for the
    last ~10-20 yrs
      mini cell stations using existing standards like CDMA or

        GSM
      wireless PABX using PCS standards such as DECT or

        PHS/PACS
      satellite and microwave backhaul

   Above solutions OK for voice & low-speed data, but do not
    meet emerging needs for broadband access and mobile data
        August 24, 2006   Talk at SASTRA              5
Mobile Computing

   Identify/develop mobile
    computing solutions and effector
    systems integrated with existing
    wireless infrastructure

   Improve health care via
    enhanced training and more
    effective decision making

   To maximize the amount of
    medical data available for health
    surveillance



       August 24, 2006      Talk at SASTRA   6
Mobile Healthcare
   Technologies


Mobile Healthcare can be regarded
as the integration of technologies of
medical sensors, mobile computing,
and wireless communications into a
system of medical assistance.



  August 24, 2006   Talk at SASTRA   7
Application Examples
    Monitoring of patient’s vital signs
          Diabetes
          Asthma
          Hypertension
          ECG
    Predictive usage in order to minimize
     the needs for medication
    Improving the quality of life


    August 24, 2006   Talk at SASTRA   8
Potential Benefits
   Increasing         the     physician      productivity   and

   Wireless sensors enable the patients’ freedom

   Providing clinicians remote access to patient’s

   Enabling           telemonitoring          in   emergency




     August 24, 2006         Talk at SASTRA            9
Mobile Healthcare

The provision of Real Time patient care.
   No matter where the clinician is
   No matter where the patient is
   To apply physiological and medical knowledge,
    advanced diagnostics, simulations, and effector systems
    integrated with information and telecommunications for
    the purposes of enhancing operational and medical
    decision-making, improving medical training, and
    delivering medical treatment across all barriers


August 24, 2006   Talk at SASTRA               10
Typical Demo System
   The patient is provided with a wearable
    wireless sensor. The signal from the
    sensor is captured in a Node situated in a
    mobile phone.
   The system allows ubiquitous access to
    patient’s data and medical information in
    real-time via the mobile phone.
   The medical data is stored & processed in
    a server, and can be used for establishing
    diagnostics and treatments.


    August 24, 2006   Talk at SASTRA   11
Application server
   Application  server centralises  the
    received data and presents it to the
    user as:
       Raw data
       Formatted as graphs


                            App Server




                               DB

    August 24, 2006   Talk at SASTRA     12
Wireless Technology
   Emerging mainstream wireless technologies provide powerful building blocks for
    next-generation applications
       WLAN (IEEE 802.11 “WiFi”) hot-spots for broadband access, Bluetooth
           PDAs and laptops with integrated WLANs

       Broadband Wireless access technology- MAN (Alternative to DSL)
           IEEE 802.16 10-30 Km 40 Mbps WiMax

       Wide area wireless data also growing
           SMS, GPRS, Edge, CDMA2000 1xEV-DO (2.4 Mbps data optimized)

           Variety of interesting devices (e.g. Treo, Sidekick)

   Networking of embedded devices
        Smart spaces, sensor networks (IEEE 802.15.4a- ZigBee)
        Context-aware mobile data services and web caching for information
         services
        Wireless sensor nets for monitoring and control
        VOIP for integrated voice services over wireless data networks
          August 24, 2006       Talk at SASTRA                    13
IrDA: P2P wireless
                                   Infra-red Data Association
                                      Based on Half Duplex Point-to-Point concept
                                      Frequency below the red end of spectrum making
                                       it invisible
                                      Eliminate the need for cables
                                      Clear line-of-sight
                                      Short-range (few meters)
                                   Simplest, most prevailing wireless standard
                                   No fixed speed 9.6 Kbps, 4Mbps
                                   Discovery Mode to find out data rate, size
                                   Token based transmission
                                   IrDA ports on PDA, Laptops USB sticks
                                   Remote Control in TV, VCR, Air-conditioner

Port costs less than Rs. 1000

         August 24, 2006        Talk at SASTRA                      14
Bluetooth: Wireless PAN
   Bluetooth (Named after Danish King
    Harold Bluetooth)
       Based on Master-Slave concept
       Short-range (10 meters)
       Eliminate the need for cables                  M1
                                                                           S
       Operates in 2.4 GHz ISM band               S
                                                        S                  2
       720 Kbps                                   1                           S
                                                        1      M 1/S1
       Three modes of operation park/hold/sniff                               2
   Piconet & Scatternet (master+7 slaves)
   Interference due to multiple piconets
    and IEEE 802.15.1 home/person LAN                  Piconet 1        Piconet 2
   To eliminate interference frequency
    hoping technique used
   Ominidirectional with both voice & data
                                                        Port costs about Rs. 2000
            August 24, 2006       Talk at SASTRA                     15
Wi-Fi: Wireless LAN (Hot Spot)
                                   Wireless Fidelity based LAN
                                       Most popular on Laptops
                                       Replacement to wired LAN
                                       Connectivity on the move
                                       Short-range (100 meters)
                                       Ad Hoc and Base station mode
                                       Security provided at physical layer
                                       Operates in 2.4 GHz and 5 GHz
                                   Collection of IEEE standards
                                    802.11a/b/g 11 Mpbs & 54 Mbps
                                   Low range, requires more power
Ad Hoc         Access               hence not suitable for PDA’s
 Net          Point Net            Difficult to control access & security
                                   Set up is expensive


    August 24, 2006       Talk at SASTRA                    16
Wi-Max: Wireless MAN

   Wireless Max
      High Speed 40-70 Mbps
      Mid-range (30 Kmeters)
      Eliminate the need for cables
      Saving of wired cost
      Operates in 2.4 GHz ISM band
   IEEE standard 802.16




    August 24, 2006     Talk at SASTRA   17
Issues in Wireless
     Networking


   Infrastructured networks
        Handoff
        location management (mobile IP)
        channel assignment




        August 24, 2006   Talk at SASTRA   18
Issues in Wireless
Networking
Infrastructureless networks
Wireless MAC
 Security (integrity, authentication,

  confidentiality)
 Ad Hoc Routing Protocols

 Multicasting and Broadcasting




August 24, 2006   Talk at SASTRA   19
Indoor Environments
   Three popular technologies
     - High Speed Wireless LANs (802.11b (2.4GHz,
       11 Mbps), 802.11a (5GHz, 54 Mbps & higher)
    - Wireless Personal area Networks PANs (IEEE
    804.14)
         HomeRF

         Bluetooth, 802.15



    - Wireless device networks
            Sensor networks, wirelessly networked robots
    August 24, 2006    Talk at SASTRA            20
What is an Ad hoc Network
   Collection of mobile wireless nodes forming a network
    without the aid of any infrastructure or centralized
    administration
   Nodes have limited transmission range
   Nodes act as a routers




      August 24, 2006   Talk at SASTRA         21
Ad Hoc Networks
•   Disaster recovery
•   Battlefield
•   ‘Smart’ office


   Rapidly deployable
    infrastructure
       Wireless: cabling
        impractical
       Ad-Hoc: no advance           •   Network of access devices
        planning                         •    Wireless: untethered
   Backbone network :                   •    Ad-hoc: random deployment
    wireless IP routers              •   Edge network: Sensor networks,
                                         Personal Area Networks (PANs), etc.

         August 24, 2006     Talk at SASTRA                      22
Ad Hoc Network
   Characteristics
       Dynamic topologies
       Limited channel bandwidth
       Variable capacity links
       Energy-constrained operation
       Limited physical security
   Applications
       Military battlefield networks
       Personal Area Networks (PAN)
       Disaster and rescue operation
       Peer to peer networks
     August 24, 2006   Talk at SASTRA   23
Security Challenges in Ad
         Hoc Networks
   Lack of Infrastructure or centralized control
       Key management becomes difficult
   Dynamic topology
       Challenging to design sophisticated & secure routing
        protocols
   Communication through Radio Waves
       Difficult to prevent eavesdropping
   Vulnerabilities of routing mechanism
       Non-cooperation of nodes
   Vulnerabilities of nodes
       Captured or Compromised
         August 24, 2006   Talk at SASTRA           24
Security
   Challenges in ad hoc network security
       The nodes are constantly mobile
       The protocols implemented are co-operative in nature
       There is a lack of a fixed infrastructure to collect audit data
       No clear distinction between normalcy and anomaly in ad hoc
        networks
   Secure the Routing Mechanism
       A mechanism that satisfies security attributes like authentication,
        confidentiality, non-repudiation and integrity
   Secure the Key Management Scheme
       Robust key certification and key distribution mechanism


        August 24, 2006      Talk at SASTRA                   25
Services while on move
Sensor services               services
exercise monitor
biometrics                                         Calendar+ service
traffic information                                Integrate dynamic traffic & schedule
                                                   Doctor prescription service
                                                   track health indicators
                                                   Doctor write prescription
                                                   Follow me kiosk service
                      Sensors     mobile devices   receive and transmit messages
                                                   Fridge & shopping service
                                                   Fridge records stock
   Scalable, reliable, consistent,                 Suggests shopping based on recipe
                                                   Shopping guide in store

   distributed service

            August 24, 2006     Talk at SASTRA                   26
Tourist guide
   Stuttgart tourist guide
       Like MapQuest except on mobile
        device
   Mapping local interests
       Museums historical sites
       Shopping & restaurants Sample Data
       Small text with description, operating
        hours
       Local map
        August 24, 2006   Talk at SASTRA         27
How it works
   Info station
       Island of wireless station
       Embedded in area
       Users have cheap low bandwidth components
       Integrated to network with high quality connection
       Requires some overlap to manage transition
        between stations for hand off
   Scaleable by load balancing
       Each center contains unique information
       Overhead of communication
   Initialize externally specified; adjusts quickly
        August 24, 2006   Talk at SASTRA            28
Map-on-the-move
   Provide appropriate map
   County resolution driving in car
   Info stations small area high bandwidth
   Remainder lower bandwidth




August 24, 2006   Talk at SASTRA   29
Problems in a Mobile
    Environment

 Variable Bandwidth
 Disconnected Operation

 Limited Power

 Implications on distributed file

  system support?


    August 24, 2006   Talk at SASTRA   30
Constraints in mobile
     computing
   PDA vs. Laptop vs. cell phones
   Cellular modem connection: Failure prone
   Space: office vs. city vs. county
   Not continuous connectivity required
   Data such as pictures text files not
    streaming audio and video
   Heterogeneous devices

     August 24, 2006   Talk at SASTRA   31
MANET: Mobile Ad hoc
     Networks
A collection of wireless mobile nodes dynamically forming a
network without any existing infrastructure and the relative
position dictate communication links (dynamically changing).




      From DARPA Website
     August 24, 2006   Talk at SASTRA            32
Rapidly Deployable Networks
   Failure of communication networks is a critical problem
    faced by first responders at a disaster site
        major switches and routers serving the region often damaged
        cellular cell towers may survive, but suffer from traffic overload and
         dependence on (damaged) wired infrastructure for backhaul
   In addition, existing networks even if they survive may not
    be optimized for services needed at site
        significant increase in mobile phone traffic needs to be served
        first responders need access to data services (email, www,...)
        new requirements for peer-to-peer communication, sensor net or
         robotic control at the site
   Motivates need for rapidly deployable networks that meet
    both the above needs -> recent advances in wireless technology
    can be harnessed to provide significant new capabilities
          August 24, 2006      Talk at SASTRA                    33
Infostations Prototype: System for
         Rapid Deployment Applications
   Outdoor Infostations with
    radio backhaul
       for first responders to set up
        wireless communications
        infrastructure at a disaster site
       provides WLAN services and
        access to cached data
       wireless backhaul link
    
        includes data cache
   Project for development of:
       high-speed short-range radios
       802.11 MAC enhancements
       content caching algorithm &
        software
       hardware integration including solar
        panels, antennas and embedded
        computing device with WLAN card         WINLAB’s Outdoor Infostations Prototype (2002)
         August 24, 2006       Talk at SASTRA                              34
Ad-Hoc Wireless Network
       A flexible, open-architecture ad-hoc WLAN and sensor network
        testbed ...
          open-source Linux routers, AP’s and terminals (commercial

            hardware)
          Linux and embedded OS forwarding and sensor nodes (custom)

          radio link and global network monitoring/visualization tools

          prototype ad-hoc discovery and routing protocols


                                                                                       802.11b
 Management                                                                             PDA
   stations
                                 Radio Monitor
                                                                                         802.11b
                                                       Forwarding Node/AP               Linux PC
                                         AP                 (custom)
                                          Commercial
                          Router network      802.11
Compute
                      with arbitrary topology
& storage
 servers
                                                                                 Sensor Node
                               PC-based                                            (custom)
            August 24, 2006
                 PC
                                       Talk at SASTRA
                              Linux router                                  35
What is a WSN?
Sensor: The device                    Observer: The end user/computer



          Phenomenon: The entity of interest to the observer

     A network that is formed when a set of small sensor
      devices that are deployed in an “ad hoc fashion” no
      predefined routes, cooperate for sensing a physical
      phenomenon.
     A Wireless Sensor Network (WSN) consists of base
      stations and a number of wireless sensors.
     Is simple, tiny, inexpensive, and battery-powered
        August 24, 2006   Talk at SASTRA               36
Why Wireless Sensors
    Now?
   Moore’s Law is making sufficient CPU performance
    available with low power requirements in a small size.
   Research in Materials Science has resulted in novel
    sensing materials for many Chemical, Biological, and
    Physical sensing tasks.
   Transceivers for wireless devices are becoming smaller,
    less expensive, and less power hungry (low power tiny
    Radio Chips).
   Power source improvements in batteries, as well as
    passive power sources such as solar or vibration energy,
    are expanding application options.
       August 24, 2006   Talk at SASTRA         37
Typical Sensor Node Features
   A sensor node has:
     Sensing Material

         
             Physical – Magnetic, Light, Sound
         
             Chemical – CO, Chemical Weapons
            Biological – Bacteria, Viruses, Proteins
       Integrated Circuitry (VLSI)
            A-to-D converter from sensor to circuitry
       Packaging for environmental safety
       Power Supply
            Passive – Solar, Vibration
         
             Active – Battery power, RF Inductance
    August 24, 2006     Talk at SASTRA             38
Sensor Node Hardware
    Sensor + Actuator + ADC + Microprocessor + Powering Unit
    + Communication Unit (RF Transceiver) + GPS
                                                          1Kbps- 1Mbps
                                                            3m-300m
                                      Transceiver       Lossy Transmission

                  128Kb-1Mb
                Limited Storage    Memory
                                            Embedded       8 bit, 10 MHz
                                            Processor    Slow Computation

                  Requires
                 Supervision       Sensor
                Multiple sensors                          Limited Lifetime
                                             Battery


   Portable and self-sustained (power, communication,
    intelligence).
   Capable of embedded complex data processing.
         August 24, 2006           Talk at SASTRA                            39
Sensors and Wireless Radio
                             Types of sensors:
                              -Pressure,
                              -Temperature
                              -Light
                              -Biological
                              -Chemical
                              -Strain, fatigue
                              -Tilt
                             Capable to survive harsh
                              environments (heat, humidity,
                              corrosion, pollution etc).
                             No source of interference to
                              systems being monitored and/or
                              surrounding systems.
                             Could be deployed in large
                              numbers.
August 24, 2006   Talk at SASTRA                   40
Wireless Sensor
Networks
   ZigBee Wireless Communication
    Protocol
       Based on the IEEE 802.15.4 standard
       Small form factor
       Relatively Inexpensive
       Low Power Consumption
       Low Data Rate of Communication
       Self Organising, Self-Healing…multi-
        hop nodes
       Integrated Sensors
       Ideal for Wireless Sensor Network
        Applications
August 24, 2006        Talk at SASTRA          41
WSN APPLICATIONS
   Potential for new intelligent applications:
       Smart Homes
       Process monitoring and control
       Security/Surveillance
       Environmental Monitoring
       Construction
       Medical/Healthcare




   Implemented with Wireless Sensor Networks!


     August 24, 2006       Talk at SASTRA         42
Medical and Healthcare Appln
                                                  Remote
                                                 Databases

                                     Backbone
                                     Backbone
              Net Switch             Network
                                     Network

In Hospital
Physician                     Net Switch


                 Wireless Remote
                 consultation


           Possibility for Remote consulting
        (including Audio Visual communication)

       August 24, 2006      Talk at SASTRA                   43
Medical and Healthcare
     Applications


                                                 Sensors equipped
                                                  with BlueTooth




August 24, 2006   Talk at SASTRA Source: USC Web Site44
iBadge - UCLA
   Investigate behavior of children/patient
   Features:
     Speech recording / replaying
     Position detection

     Direction detection / estimation

      (compass)
     Weather data: Temperature, Humidity,

      Pressure, Light
        August 24, 2006   Talk at SASTRA   45
Other Examples
   MIT d'Arbeloff Lab – The ring sensor
        Monitors the physiological status of the
         wearer and transmits the information to
         the medical professional over the Internet
   Oak Ridge National Laboratory
        Nose-on-a-chip is a MEMS-based sensor
        It can detect 400 species of gases and
         transmit a signal indicating the level to a
         central control station
   VERICHIP: Miniaturised, Implanted,
    Identification Technology

     August 24, 2006           Talk at SASTRA          46
Structural Health Monitoring
          Accelerometer board prototype,
          Ruiz-Sandoval, Nagayama & Spencer,
          Civil E., U. Illinois Urbana-Champaign




                                                   Semi-active Hydraulic Damper
Model bridge with attached wireless sensors,     (SHD), Kajima Corporation, Japan
 B.F. Spencer’s Lab, Civil E., U. Illinois U-C
            August 24, 2006       Talk at SASTRA                   47
Application in Environment
      Monitoring
   Measuring pollutant
                                       Pollutants monitored by sensors in

    concentration                      the river



   Pass on information
    to monitoring station
   Predict current                       ST



    location of pollutant
    volume based on                Sensors report to the base
                                   monitoring station

    various parameters
   Take corrective action

      August 24, 2006       Talk at SASTRA                                  48
August 24, 2006   Talk at SASTRA   49
Vehicular Traffic Control




August 24, 2006    Talk at SASTRA   50
Project at The University of California, Davis




US FCC allocated 5.850
to 5.925 GHz dedicated
short range
communication (DSRC)
       Road side to
Vehicle
      Vehicle to vehicle
      communication

 VMesh: Distributed Data Sensing, Relaying, & C
 Networks
       August 24, 2006     Talk at SASTRA     51
Network characteristics of WSN

   Generally, the network:
       Consists of a large number of sensors (103 to 106)
       Spread over large geographical region (radius = 1
        to 103 km)
       Spaced out in 1, 2, or 3 dimensions
       Is self-organizing
       Uses wireless media
       May use intermediate “collators”


     August 24, 2006   Talk at SASTRA             52
Sensor Network Topology
   Hundreds of nodes require careful handling of topology
    maintenance.
   Predeployment and deployment phase
      Numerous ways to deploy the sensors (mass, individual

       placement, dropping from plane..)
   Postdeployment phase
      Factors are sensor nodes position change, reachability

       due to jamming, noise, obstacles etc, available energy,
       malfunctioning, theft, sabotage
   Redeployment of additional nodes phase
      Redeployment because of malfunctioning of units


       August 24, 2006   Talk at SASTRA           53
Organization into Ad Hoc Net

   Individual sensors are quite limited.
   Full potential is realized only by using a
    large number of sensors.
   Sensors are then organized into an ad
    hoc network.
   Need efficient protocols to route and
    manage data in this network.
    August 24, 2006   Talk at SASTRA   54
Network Topologies
   Star
       Single Hop Network
       All nodes communicate
        directly with Gateway
       No router nodes
       Cannot self-heal
       Range 30-100m
       Consumes lowest power




August 24, 2006     Talk at SASTRA   55
Network Topologies
   Mesh
       Multi-hopping network
       All nodes are routers
       Self-configuring network
       Node fails, network self-
        heals
       Re-routes data through
        shortest path
       Highly fault tolerant network
       Multi-hopping provides
        much longer range
       Higher power
        consumption…nodes must
        always listen!

August 24, 2006        Talk at SASTRA   56
Network Topologies
   Star-Mesh Hybrid
       Combines of star’s low
        power and…
       …mesh’s self-healing and
        longer range
       All endpoint sensor nodes
        can communicate with
        multiple routers
       Improves fault tolerance
       Increases network
        communication range
       High degree of flexibility and
        mobility



August 24, 2006        Talk at SASTRA    57
Self-Organizing WLAN
     Opportunistic ad-hoc wireless networking concepts starting to mature…
        Initial use to extend WLAN range in user-deployed networks

        Based on novel auto-discovery and multi-hop routing protocols

        extends the utility and reach of low-cost/high speed WiFi equipment

                                                     Wired Network
                                                     Wired Network
                                             AP1     Infrastructure
                                                      Infrastructure                   AP2

                                                              802.11 Access to
                                                                     AP



                      Ad-hoc radio link
                    (w/multi-hop routing
                                                                                     Ad-hoc
                                                                                 Infrastructure
                                                                                      links


                                     Ad-hoc access
                                         To FN
                                                                                              Forwarding
                                                                                               Node (FN)
                  Mobile Node (MN)
                     (end-user)
                                                         Forwarding Node (FN)
Self-organizing
Ad-hoc WLAN

            August 24, 2006                          Talk at SASTRA                                        58
How to get information
        from Data-centric Sensor Networks?
   Types of Queries:
       Historical Queries: Analysis of data collected over time
       One Time Queries: Snapshot view of the network
       Persistent Queries: Periodic monitoring at long and regular
        intervals
   Routing required to respond to a Query:
       Application specific
       Data centric
       Data aggregation capability desirable
       Need to minimize energy consumption

        August 24, 2006   Talk at SASTRA               59
Software
      Framework

MAC layer (Tiny OS, routing)

Configuration Table

Power consumption status & replacement strategy

Sensor Data Management

Middleware

Application (passing parameters via API)

    August 24, 2006       Talk at SASTRA          60
Technical challenges

   Sensor design
   Self-organizing network, that requires 0-
    configuration of sensors
        Random or planned deployment of sensors,
         and collators
   Auto-addressing
   Auto-service discovery
   Sensor localization
        August 24, 2006   Talk at SASTRA   61
Power Consumption
   Limited Power Source
   Battery Lifetime is limited
   Each sensor node plays a dual role of data
    originator and data router (data processor)
   The malfunctioning of a few nodes
    consumes lot of energy (rerouting of
    packets and significant topological changes)
      August 24, 2006   Talk at SASTRA   62
Environmental Factors
   Wireless sensors need to operate in
    conditions that are not encountered by
    typical computing devices:
       Rain, sleet, snow, hail, etc.
       Wide temperature variations
            May require separating sensor from electronics
       High humidity
       Saline or other corrosive substances
       High wind speeds
         August 24, 2006   Talk at SASTRA             63
Historical Comparison
        Consider a 40 Year Old Computer

Model      Honeywell H-300            Mica 2

Date                   6/1964         7/2003

CPU                    2 MHz          4 MHz

Memory                  32 KB         128 KB

SRAM                     ???          512 KB

  August 24, 2006   Talk at SASTRA        64
Advances in Wireless
   Sensor Nodes
  Consider Multiple Generations of Berkeley Motes
Model      Rene 2     Rene 2          Mica   Mica 2
Date       10/2000     6/2001         2/2002 7/2003
CPU         4 MHz       8 MHz         4 MHz 4 MHz
 Flash
              8 KB      16 KB         128 KB 128 KB
Memory
SRAM         32 KB      32 KB         512 KB 512 KB
Radio      10 Kbps 10 Kbps 40 Kbps 40 Kbps
   August 24, 2006   Talk at SASTRA           65
Summary
   Sensor networks will facilitate one to address
    several societal issues:
       Early-warning systems
       Disaster mitigation
   Applications in other sectors
       Security, transportation, irrigation
   Technology is available today
       Research into new sensors
       Needs experimentation, pilot deployment
       Lots needs to be done in Software (OS, MAC, Application)
       While cost is an issue today, it will not be so tomorrow


        August 24, 2006      Talk at SASTRA              66
References
   Wireless & Mobile Systems Prof Dharma Prakash
    Agrawal and H. Deng

   Integrating Wireless Technology in the Enterprise by
    Williams Wheeler, Elsevier Digital Press

   Circuits & Systems for Wireless Communications Edited
    by Markus Helfenstein and George S. Moschytz, Kluwer
    Academic Publishers



      August 24, 2006   Talk at SASTRA            67
Any
                                   Questions?




August 24, 2006   Talk at SASTRA      68

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1dhekne240806 (1)

  • 1. Wireless Sensor Network Prabhakar Dhekne Bhabha Atomic Research Centre August 24, 2006 Talk at SASTRA 1
  • 2. Why Talk About Wireless?  Wireless communication is not a new technology but cell phones have brought revolution in wireless communication  Wireless Technology has changed the way  Organizations & individuals work & live today  In less than 10 years  World has moved from fixed to wireless networks  Allowing people, mobile devices & computers talk to each other, connect without a cable  Only available option for field data acquisition  Interconnectivity with multiple devices  Using radio-waves, sometimes light  Frees user from many constrains of traditional computer & phone system August 24, 2006 Talk at SASTRA 2
  • 3. Ubiquitous Computing  Future State of Computing Technology?  Mobile, many computers  Small Processors  Low Power Consumption  Relatively Low Cost August 24, 2006 Talk at SASTRA 3
  • 4. Ubiquitous Computing  Small, mobile, inexpensive computers…..everywhere!  Fade into the background of everyday life  Computers everywhere provides potential for data collection….sensors!  Temperature  Light  Sound  Motion  Pressure  Many others!!! August 24, 2006 Talk at SASTRA 4
  • 5. Growth in Wireless Systems  Rapid growth in cellular voice services  Cell phones everywhere!  Several wireless technology options have been available for the last ~10-20 yrs  mini cell stations using existing standards like CDMA or GSM  wireless PABX using PCS standards such as DECT or PHS/PACS  satellite and microwave backhaul  Above solutions OK for voice & low-speed data, but do not meet emerging needs for broadband access and mobile data August 24, 2006 Talk at SASTRA 5
  • 6. Mobile Computing  Identify/develop mobile computing solutions and effector systems integrated with existing wireless infrastructure  Improve health care via enhanced training and more effective decision making  To maximize the amount of medical data available for health surveillance August 24, 2006 Talk at SASTRA 6
  • 7. Mobile Healthcare Technologies Mobile Healthcare can be regarded as the integration of technologies of medical sensors, mobile computing, and wireless communications into a system of medical assistance. August 24, 2006 Talk at SASTRA 7
  • 8. Application Examples  Monitoring of patient’s vital signs  Diabetes  Asthma  Hypertension  ECG  Predictive usage in order to minimize the needs for medication  Improving the quality of life August 24, 2006 Talk at SASTRA 8
  • 9. Potential Benefits  Increasing the physician productivity and  Wireless sensors enable the patients’ freedom  Providing clinicians remote access to patient’s  Enabling telemonitoring in emergency August 24, 2006 Talk at SASTRA 9
  • 10. Mobile Healthcare The provision of Real Time patient care.  No matter where the clinician is  No matter where the patient is  To apply physiological and medical knowledge, advanced diagnostics, simulations, and effector systems integrated with information and telecommunications for the purposes of enhancing operational and medical decision-making, improving medical training, and delivering medical treatment across all barriers August 24, 2006 Talk at SASTRA 10
  • 11. Typical Demo System  The patient is provided with a wearable wireless sensor. The signal from the sensor is captured in a Node situated in a mobile phone.  The system allows ubiquitous access to patient’s data and medical information in real-time via the mobile phone.  The medical data is stored & processed in a server, and can be used for establishing diagnostics and treatments. August 24, 2006 Talk at SASTRA 11
  • 12. Application server  Application server centralises the received data and presents it to the user as:  Raw data  Formatted as graphs App Server DB August 24, 2006 Talk at SASTRA 12
  • 13. Wireless Technology  Emerging mainstream wireless technologies provide powerful building blocks for next-generation applications  WLAN (IEEE 802.11 “WiFi”) hot-spots for broadband access, Bluetooth  PDAs and laptops with integrated WLANs  Broadband Wireless access technology- MAN (Alternative to DSL)  IEEE 802.16 10-30 Km 40 Mbps WiMax  Wide area wireless data also growing  SMS, GPRS, Edge, CDMA2000 1xEV-DO (2.4 Mbps data optimized)  Variety of interesting devices (e.g. Treo, Sidekick)  Networking of embedded devices  Smart spaces, sensor networks (IEEE 802.15.4a- ZigBee)  Context-aware mobile data services and web caching for information services  Wireless sensor nets for monitoring and control  VOIP for integrated voice services over wireless data networks August 24, 2006 Talk at SASTRA 13
  • 14. IrDA: P2P wireless  Infra-red Data Association  Based on Half Duplex Point-to-Point concept  Frequency below the red end of spectrum making it invisible  Eliminate the need for cables  Clear line-of-sight  Short-range (few meters)  Simplest, most prevailing wireless standard  No fixed speed 9.6 Kbps, 4Mbps  Discovery Mode to find out data rate, size  Token based transmission  IrDA ports on PDA, Laptops USB sticks  Remote Control in TV, VCR, Air-conditioner Port costs less than Rs. 1000 August 24, 2006 Talk at SASTRA 14
  • 15. Bluetooth: Wireless PAN  Bluetooth (Named after Danish King Harold Bluetooth)  Based on Master-Slave concept  Short-range (10 meters)  Eliminate the need for cables M1 S  Operates in 2.4 GHz ISM band S S 2  720 Kbps 1 S 1 M 1/S1  Three modes of operation park/hold/sniff 2  Piconet & Scatternet (master+7 slaves)  Interference due to multiple piconets and IEEE 802.15.1 home/person LAN Piconet 1 Piconet 2  To eliminate interference frequency hoping technique used  Ominidirectional with both voice & data Port costs about Rs. 2000 August 24, 2006 Talk at SASTRA 15
  • 16. Wi-Fi: Wireless LAN (Hot Spot)  Wireless Fidelity based LAN  Most popular on Laptops  Replacement to wired LAN  Connectivity on the move  Short-range (100 meters)  Ad Hoc and Base station mode  Security provided at physical layer  Operates in 2.4 GHz and 5 GHz  Collection of IEEE standards 802.11a/b/g 11 Mpbs & 54 Mbps  Low range, requires more power Ad Hoc Access hence not suitable for PDA’s Net Point Net  Difficult to control access & security  Set up is expensive August 24, 2006 Talk at SASTRA 16
  • 17. Wi-Max: Wireless MAN  Wireless Max  High Speed 40-70 Mbps  Mid-range (30 Kmeters)  Eliminate the need for cables  Saving of wired cost  Operates in 2.4 GHz ISM band  IEEE standard 802.16 August 24, 2006 Talk at SASTRA 17
  • 18. Issues in Wireless Networking  Infrastructured networks  Handoff  location management (mobile IP)  channel assignment August 24, 2006 Talk at SASTRA 18
  • 19. Issues in Wireless Networking Infrastructureless networks Wireless MAC  Security (integrity, authentication, confidentiality)  Ad Hoc Routing Protocols  Multicasting and Broadcasting August 24, 2006 Talk at SASTRA 19
  • 20. Indoor Environments  Three popular technologies - High Speed Wireless LANs (802.11b (2.4GHz, 11 Mbps), 802.11a (5GHz, 54 Mbps & higher) - Wireless Personal area Networks PANs (IEEE 804.14)  HomeRF  Bluetooth, 802.15 - Wireless device networks  Sensor networks, wirelessly networked robots August 24, 2006 Talk at SASTRA 20
  • 21. What is an Ad hoc Network  Collection of mobile wireless nodes forming a network without the aid of any infrastructure or centralized administration  Nodes have limited transmission range  Nodes act as a routers August 24, 2006 Talk at SASTRA 21
  • 22. Ad Hoc Networks • Disaster recovery • Battlefield • ‘Smart’ office  Rapidly deployable infrastructure  Wireless: cabling impractical  Ad-Hoc: no advance • Network of access devices planning • Wireless: untethered  Backbone network : • Ad-hoc: random deployment wireless IP routers • Edge network: Sensor networks, Personal Area Networks (PANs), etc. August 24, 2006 Talk at SASTRA 22
  • 23. Ad Hoc Network  Characteristics  Dynamic topologies  Limited channel bandwidth  Variable capacity links  Energy-constrained operation  Limited physical security  Applications  Military battlefield networks  Personal Area Networks (PAN)  Disaster and rescue operation  Peer to peer networks August 24, 2006 Talk at SASTRA 23
  • 24. Security Challenges in Ad Hoc Networks  Lack of Infrastructure or centralized control  Key management becomes difficult  Dynamic topology  Challenging to design sophisticated & secure routing protocols  Communication through Radio Waves  Difficult to prevent eavesdropping  Vulnerabilities of routing mechanism  Non-cooperation of nodes  Vulnerabilities of nodes  Captured or Compromised August 24, 2006 Talk at SASTRA 24
  • 25. Security  Challenges in ad hoc network security  The nodes are constantly mobile  The protocols implemented are co-operative in nature  There is a lack of a fixed infrastructure to collect audit data  No clear distinction between normalcy and anomaly in ad hoc networks  Secure the Routing Mechanism  A mechanism that satisfies security attributes like authentication, confidentiality, non-repudiation and integrity  Secure the Key Management Scheme  Robust key certification and key distribution mechanism August 24, 2006 Talk at SASTRA 25
  • 26. Services while on move Sensor services services exercise monitor biometrics Calendar+ service traffic information Integrate dynamic traffic & schedule Doctor prescription service track health indicators Doctor write prescription Follow me kiosk service Sensors mobile devices receive and transmit messages Fridge & shopping service Fridge records stock Scalable, reliable, consistent, Suggests shopping based on recipe Shopping guide in store distributed service August 24, 2006 Talk at SASTRA 26
  • 27. Tourist guide  Stuttgart tourist guide  Like MapQuest except on mobile device  Mapping local interests  Museums historical sites  Shopping & restaurants Sample Data  Small text with description, operating hours  Local map August 24, 2006 Talk at SASTRA 27
  • 28. How it works  Info station  Island of wireless station  Embedded in area  Users have cheap low bandwidth components  Integrated to network with high quality connection  Requires some overlap to manage transition between stations for hand off  Scaleable by load balancing  Each center contains unique information  Overhead of communication  Initialize externally specified; adjusts quickly August 24, 2006 Talk at SASTRA 28
  • 29. Map-on-the-move  Provide appropriate map  County resolution driving in car  Info stations small area high bandwidth  Remainder lower bandwidth August 24, 2006 Talk at SASTRA 29
  • 30. Problems in a Mobile Environment  Variable Bandwidth  Disconnected Operation  Limited Power  Implications on distributed file system support? August 24, 2006 Talk at SASTRA 30
  • 31. Constraints in mobile computing  PDA vs. Laptop vs. cell phones  Cellular modem connection: Failure prone  Space: office vs. city vs. county  Not continuous connectivity required  Data such as pictures text files not streaming audio and video  Heterogeneous devices August 24, 2006 Talk at SASTRA 31
  • 32. MANET: Mobile Ad hoc Networks A collection of wireless mobile nodes dynamically forming a network without any existing infrastructure and the relative position dictate communication links (dynamically changing). From DARPA Website August 24, 2006 Talk at SASTRA 32
  • 33. Rapidly Deployable Networks  Failure of communication networks is a critical problem faced by first responders at a disaster site  major switches and routers serving the region often damaged  cellular cell towers may survive, but suffer from traffic overload and dependence on (damaged) wired infrastructure for backhaul  In addition, existing networks even if they survive may not be optimized for services needed at site  significant increase in mobile phone traffic needs to be served  first responders need access to data services (email, www,...)  new requirements for peer-to-peer communication, sensor net or robotic control at the site  Motivates need for rapidly deployable networks that meet both the above needs -> recent advances in wireless technology can be harnessed to provide significant new capabilities August 24, 2006 Talk at SASTRA 33
  • 34. Infostations Prototype: System for Rapid Deployment Applications  Outdoor Infostations with radio backhaul  for first responders to set up wireless communications infrastructure at a disaster site  provides WLAN services and access to cached data  wireless backhaul link  includes data cache  Project for development of:  high-speed short-range radios  802.11 MAC enhancements  content caching algorithm & software  hardware integration including solar panels, antennas and embedded computing device with WLAN card WINLAB’s Outdoor Infostations Prototype (2002) August 24, 2006 Talk at SASTRA 34
  • 35. Ad-Hoc Wireless Network  A flexible, open-architecture ad-hoc WLAN and sensor network testbed ...  open-source Linux routers, AP’s and terminals (commercial hardware)  Linux and embedded OS forwarding and sensor nodes (custom)  radio link and global network monitoring/visualization tools  prototype ad-hoc discovery and routing protocols 802.11b Management PDA stations Radio Monitor 802.11b Forwarding Node/AP Linux PC AP (custom) Commercial Router network 802.11 Compute with arbitrary topology & storage servers Sensor Node PC-based (custom) August 24, 2006 PC Talk at SASTRA Linux router 35
  • 36. What is a WSN? Sensor: The device Observer: The end user/computer Phenomenon: The entity of interest to the observer  A network that is formed when a set of small sensor devices that are deployed in an “ad hoc fashion” no predefined routes, cooperate for sensing a physical phenomenon.  A Wireless Sensor Network (WSN) consists of base stations and a number of wireless sensors.  Is simple, tiny, inexpensive, and battery-powered August 24, 2006 Talk at SASTRA 36
  • 37. Why Wireless Sensors Now?  Moore’s Law is making sufficient CPU performance available with low power requirements in a small size.  Research in Materials Science has resulted in novel sensing materials for many Chemical, Biological, and Physical sensing tasks.  Transceivers for wireless devices are becoming smaller, less expensive, and less power hungry (low power tiny Radio Chips).  Power source improvements in batteries, as well as passive power sources such as solar or vibration energy, are expanding application options. August 24, 2006 Talk at SASTRA 37
  • 38. Typical Sensor Node Features  A sensor node has:  Sensing Material  Physical – Magnetic, Light, Sound  Chemical – CO, Chemical Weapons  Biological – Bacteria, Viruses, Proteins  Integrated Circuitry (VLSI)  A-to-D converter from sensor to circuitry  Packaging for environmental safety  Power Supply  Passive – Solar, Vibration  Active – Battery power, RF Inductance August 24, 2006 Talk at SASTRA 38
  • 39. Sensor Node Hardware Sensor + Actuator + ADC + Microprocessor + Powering Unit + Communication Unit (RF Transceiver) + GPS 1Kbps- 1Mbps 3m-300m Transceiver Lossy Transmission 128Kb-1Mb Limited Storage Memory Embedded 8 bit, 10 MHz Processor Slow Computation Requires Supervision Sensor Multiple sensors Limited Lifetime Battery  Portable and self-sustained (power, communication, intelligence).  Capable of embedded complex data processing. August 24, 2006 Talk at SASTRA 39
  • 40. Sensors and Wireless Radio  Types of sensors: -Pressure, -Temperature -Light -Biological -Chemical -Strain, fatigue -Tilt  Capable to survive harsh environments (heat, humidity, corrosion, pollution etc).  No source of interference to systems being monitored and/or surrounding systems.  Could be deployed in large numbers. August 24, 2006 Talk at SASTRA 40
  • 41. Wireless Sensor Networks  ZigBee Wireless Communication Protocol  Based on the IEEE 802.15.4 standard  Small form factor  Relatively Inexpensive  Low Power Consumption  Low Data Rate of Communication  Self Organising, Self-Healing…multi- hop nodes  Integrated Sensors  Ideal for Wireless Sensor Network Applications August 24, 2006 Talk at SASTRA 41
  • 42. WSN APPLICATIONS  Potential for new intelligent applications:  Smart Homes  Process monitoring and control  Security/Surveillance  Environmental Monitoring  Construction  Medical/Healthcare  Implemented with Wireless Sensor Networks! August 24, 2006 Talk at SASTRA 42
  • 43. Medical and Healthcare Appln Remote Databases Backbone Backbone Net Switch Network Network In Hospital Physician Net Switch Wireless Remote consultation Possibility for Remote consulting (including Audio Visual communication) August 24, 2006 Talk at SASTRA 43
  • 44. Medical and Healthcare Applications Sensors equipped with BlueTooth August 24, 2006 Talk at SASTRA Source: USC Web Site44
  • 45. iBadge - UCLA  Investigate behavior of children/patient  Features:  Speech recording / replaying  Position detection  Direction detection / estimation (compass)  Weather data: Temperature, Humidity, Pressure, Light August 24, 2006 Talk at SASTRA 45
  • 46. Other Examples  MIT d'Arbeloff Lab – The ring sensor  Monitors the physiological status of the wearer and transmits the information to the medical professional over the Internet  Oak Ridge National Laboratory  Nose-on-a-chip is a MEMS-based sensor  It can detect 400 species of gases and transmit a signal indicating the level to a central control station  VERICHIP: Miniaturised, Implanted, Identification Technology August 24, 2006 Talk at SASTRA 46
  • 47. Structural Health Monitoring Accelerometer board prototype, Ruiz-Sandoval, Nagayama & Spencer, Civil E., U. Illinois Urbana-Champaign Semi-active Hydraulic Damper Model bridge with attached wireless sensors, (SHD), Kajima Corporation, Japan B.F. Spencer’s Lab, Civil E., U. Illinois U-C August 24, 2006 Talk at SASTRA 47
  • 48. Application in Environment Monitoring  Measuring pollutant Pollutants monitored by sensors in concentration the river  Pass on information to monitoring station  Predict current ST location of pollutant volume based on Sensors report to the base monitoring station various parameters  Take corrective action August 24, 2006 Talk at SASTRA 48
  • 49. August 24, 2006 Talk at SASTRA 49
  • 50. Vehicular Traffic Control August 24, 2006 Talk at SASTRA 50
  • 51. Project at The University of California, Davis US FCC allocated 5.850 to 5.925 GHz dedicated short range communication (DSRC) Road side to Vehicle Vehicle to vehicle communication VMesh: Distributed Data Sensing, Relaying, & C Networks August 24, 2006 Talk at SASTRA 51
  • 52. Network characteristics of WSN  Generally, the network:  Consists of a large number of sensors (103 to 106)  Spread over large geographical region (radius = 1 to 103 km)  Spaced out in 1, 2, or 3 dimensions  Is self-organizing  Uses wireless media  May use intermediate “collators” August 24, 2006 Talk at SASTRA 52
  • 53. Sensor Network Topology  Hundreds of nodes require careful handling of topology maintenance.  Predeployment and deployment phase  Numerous ways to deploy the sensors (mass, individual placement, dropping from plane..)  Postdeployment phase  Factors are sensor nodes position change, reachability due to jamming, noise, obstacles etc, available energy, malfunctioning, theft, sabotage  Redeployment of additional nodes phase  Redeployment because of malfunctioning of units August 24, 2006 Talk at SASTRA 53
  • 54. Organization into Ad Hoc Net  Individual sensors are quite limited.  Full potential is realized only by using a large number of sensors.  Sensors are then organized into an ad hoc network.  Need efficient protocols to route and manage data in this network. August 24, 2006 Talk at SASTRA 54
  • 55. Network Topologies  Star  Single Hop Network  All nodes communicate directly with Gateway  No router nodes  Cannot self-heal  Range 30-100m  Consumes lowest power August 24, 2006 Talk at SASTRA 55
  • 56. Network Topologies  Mesh  Multi-hopping network  All nodes are routers  Self-configuring network  Node fails, network self- heals  Re-routes data through shortest path  Highly fault tolerant network  Multi-hopping provides much longer range  Higher power consumption…nodes must always listen! August 24, 2006 Talk at SASTRA 56
  • 57. Network Topologies  Star-Mesh Hybrid  Combines of star’s low power and…  …mesh’s self-healing and longer range  All endpoint sensor nodes can communicate with multiple routers  Improves fault tolerance  Increases network communication range  High degree of flexibility and mobility August 24, 2006 Talk at SASTRA 57
  • 58. Self-Organizing WLAN  Opportunistic ad-hoc wireless networking concepts starting to mature…  Initial use to extend WLAN range in user-deployed networks  Based on novel auto-discovery and multi-hop routing protocols  extends the utility and reach of low-cost/high speed WiFi equipment Wired Network Wired Network AP1 Infrastructure Infrastructure AP2 802.11 Access to AP Ad-hoc radio link (w/multi-hop routing Ad-hoc Infrastructure links Ad-hoc access To FN Forwarding Node (FN) Mobile Node (MN) (end-user) Forwarding Node (FN) Self-organizing Ad-hoc WLAN August 24, 2006 Talk at SASTRA 58
  • 59. How to get information from Data-centric Sensor Networks?  Types of Queries:  Historical Queries: Analysis of data collected over time  One Time Queries: Snapshot view of the network  Persistent Queries: Periodic monitoring at long and regular intervals  Routing required to respond to a Query:  Application specific  Data centric  Data aggregation capability desirable  Need to minimize energy consumption August 24, 2006 Talk at SASTRA 59
  • 60. Software Framework MAC layer (Tiny OS, routing) Configuration Table Power consumption status & replacement strategy Sensor Data Management Middleware Application (passing parameters via API) August 24, 2006 Talk at SASTRA 60
  • 61. Technical challenges  Sensor design  Self-organizing network, that requires 0- configuration of sensors  Random or planned deployment of sensors, and collators  Auto-addressing  Auto-service discovery  Sensor localization August 24, 2006 Talk at SASTRA 61
  • 62. Power Consumption  Limited Power Source  Battery Lifetime is limited  Each sensor node plays a dual role of data originator and data router (data processor)  The malfunctioning of a few nodes consumes lot of energy (rerouting of packets and significant topological changes) August 24, 2006 Talk at SASTRA 62
  • 63. Environmental Factors  Wireless sensors need to operate in conditions that are not encountered by typical computing devices:  Rain, sleet, snow, hail, etc.  Wide temperature variations  May require separating sensor from electronics  High humidity  Saline or other corrosive substances  High wind speeds August 24, 2006 Talk at SASTRA 63
  • 64. Historical Comparison Consider a 40 Year Old Computer Model Honeywell H-300 Mica 2 Date 6/1964 7/2003 CPU 2 MHz 4 MHz Memory 32 KB 128 KB SRAM ??? 512 KB August 24, 2006 Talk at SASTRA 64
  • 65. Advances in Wireless Sensor Nodes Consider Multiple Generations of Berkeley Motes Model Rene 2 Rene 2 Mica Mica 2 Date 10/2000 6/2001 2/2002 7/2003 CPU 4 MHz 8 MHz 4 MHz 4 MHz Flash 8 KB 16 KB 128 KB 128 KB Memory SRAM 32 KB 32 KB 512 KB 512 KB Radio 10 Kbps 10 Kbps 40 Kbps 40 Kbps August 24, 2006 Talk at SASTRA 65
  • 66. Summary  Sensor networks will facilitate one to address several societal issues:  Early-warning systems  Disaster mitigation  Applications in other sectors  Security, transportation, irrigation  Technology is available today  Research into new sensors  Needs experimentation, pilot deployment  Lots needs to be done in Software (OS, MAC, Application)  While cost is an issue today, it will not be so tomorrow August 24, 2006 Talk at SASTRA 66
  • 67. References  Wireless & Mobile Systems Prof Dharma Prakash Agrawal and H. Deng  Integrating Wireless Technology in the Enterprise by Williams Wheeler, Elsevier Digital Press  Circuits & Systems for Wireless Communications Edited by Markus Helfenstein and George S. Moschytz, Kluwer Academic Publishers August 24, 2006 Talk at SASTRA 67
  • 68. Any Questions? August 24, 2006 Talk at SASTRA 68

Hinweis der Redaktion

  1. Specifically, TATRC is interested in applying mobile and wireless information technologies to medical informatics and telemedicine applications at the point of care and rear-ward
  2. Nodes have limited transmission range and so two nodes that are far apart can communicate through intermediate nodes which act as routers in forwarding data packets.
  3. Since nodes are not bound to any centralized control they are free to move about arbitrarily and hence the topology changes dynamically. Also since communication is thru wireless links they have lower bandwidth compared to their wired counterparts. And the capacity of each link varies due to noise, fading & congestion. Ad hoc network nodes rely on batteries or some other exhaustive means for their energy. Hence the protocols designed for these networks must be optimized for lean power consumption. The absence of infrastructure in these networks make them very attractive for many applications. For example, they can be used in military battlefield networks, PANs, search and rescue operations and peer to peer networks.
  4. Along with the wide variety of applications that ad hoc networks have they also have a number of vulnerabilities which makes security in these networks a challenging issue. Because of the lack of a centralized control key management becomes very difficult. It is very challenging to design a sophisticated routing protocols and designing a secure routing protocols is an even more challenging. Protecting the communication from eavesdropping is difficult to prevent. The presence of any non-cooperating nodes make the routing protocol prone to a number of attacks.