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WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 1
Introduction to
Wireless Sensor Networks
9/21/2019
Dr. Vrince Vimal
Computer Science and Engineering
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 2
UNIT I 8 Hours
Characteristics Of WSN: Characteristic requirements for WSN - Challenges for WSNs – WSN vs. Adhoc Networks - Sensor
node architecture – Commercially available sensor nodes –Imote, IRIS, Mica Mote, EYES nodes, BT nodes, TelosB, Physical
layer and transceiver design considerations in WSNs, Energy usage profile, Choice of modulation scheme
UNIT II 8 Hours
Medium Access Control Protocols: Fundamentals of MAC protocols - Low duty cycle protocols and wakeup concepts –
Contention based protocols - Schedule-based protocols - SMAC - BMAC - Traffic-adaptive medium access protocol
(TRAMA) - The IEEE 802.15.4 MAC protocol and Zigbee protocol
UNIT III 8 Hours
Routing And Data Gathering Protocols: Routing Challenges and Design Issues in Wireless Sensor Networks, Flooding and
gossiping – Data centric Routing – SPIN – Directed Diffusion – Energy aware routing - Gradient-based routing - Rumor
Routing – COUGAR – ACQUIRE – Hierarchical Routing - LEACH, PEGASIS, Energy minimizing Broadcast, Data
aggregation - data aggregation operations - Aggregate Queries in Sensor Networks
UNIT IV 8 Hours
Embedded Operating Systems: Operating Systems for Wireless Sensor Networks – Introduction - Operating System Design
Issues - Examples of Operating Systems – TinyOS – Mate – MagnetOS – MANTIS - OSPM - EYES OS – SenOS –
EMERALDS – PicOS
UNIT V 8 Hours
Applications Of WSN: WSN Applications - Home Control - Building Automation - Industrial Automation - Medical
Applications - Reconfigurable Sensor Networks - Highway Monitoring - Military Applications.
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 3
Slides Source
6 www.cse.fau.edu/~jie/teaching/fall_2004_files/sensorslides1.ppt
19-23 http://web2.uwindsor.ca/courses/cs/aggarwal/cs60520/SeminarMaterial/WSN-future.ppt
7-13 http://web.cecs.pdx.edu/~nbulusu/talks/grace-hopper.ppt
17-18,29-33 http://galaxy.cs.lamar.edu/~bsun/wsn/wsn.html
15-16 www.dsc.ufcg.edu.br/~maspohn/katia/introduction.ppt
24 http://computer.howstuffworks.com/mote1.htm
32-33 http://www.polastre.com/papers/polastre-thesis-final.pdf
Table of References
9/21/2019
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 4
Agenda
• Introduction
• Differences with ad hoc networks
• Applications
• Characteristics
• Challenges
• Future
• Motes
• Hardware Setup Overview
9/21/2019
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 5
Introduction
• Wireless Sensor Networks are networks that consists
of sensors which are distributed in an ad hoc
manner.
• These sensors work with each other to sense some
physical phenomenon and then the information
gathered is processed to get relevant results.
• Wireless sensor networks consists of protocols and
algorithms with self-organizing capabilities.
9/21/2019
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 6
Example of WSN
Ref:http://esd.sci.univr.it/images/wsn-example.png
9/21/2019
Comparison with ad hoc networks
• Wireless sensor networks mainly use broadcast
communication while ad hoc networks use point-to-point
communication.
• Unlike ad hoc networks wireless sensor networks are limited
by sensors limited power, energy and computational capability.
• Sensor nodes may not have global ID because of the large
amount of overhead and large number of sensors.
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 79/21/2019
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 8
Applications of Wireless Sensor
networks
The applications can be divided in three categories:
1. Monitoring of objects.
2. Monitoring of an area.
3. Monitoring of both area and objects.
* Classification due to Culler, Estrin, Srivastava
9/21/2019
Monitoring Area
• Environmental and Habitat Monitoring
• Precision Agriculture
• Indoor Climate Control
• Military Surveillance
• Treaty Verification
• Intelligent Alarms
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 99/21/2019
Example: Precision Agriculture
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 10
• Precision agriculture aims at
making cultural operations
more efficient, while reducing
environmental impact.
• The information collected
from sensors is used to
evaluate optimum sowing
density, estimate fertilizers
and other inputs needs, and to
more accurately predict crop
yields.
9/21/2019
Monitoring Objects
• Structural Monitoring
• Eco-physiology
• Condition-based Maintenance
• Medical Diagnostics
• Urban terrain mapping
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 119/21/2019
Example: Condition-based
Maintenance
• Intel fabrication plants
• Sensors collect vibration data, monitor wear and tear; report data in real-
time
• Reduces need for a team of engineers; cutting costs by several orders of
magnitude
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 129/21/2019
Monitoring Interactions between Objects
and Space
• Wildlife Habitats
• Disaster Management
• Emergency Response
• Ubiquitous Computing
• Asset Tracking
• Health Care
• Manufacturing Process Flows
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 139/21/2019
Example: Habitat Monitoring
• The ZebraNet Project
Collar-mounted sensors monitor zebra movement in
Kenya
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 14
Source: Margaret Martonosi, Princeton University
9/21/2019
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 15
Characteristics of Wireless Sensor
Networks
• Wireless Sensor Networks mainly consists of sensors.
Sensors are -
• low power
• limited memory
• energy constrained due to their small size.
• Wireless networks can also be deployed in extreme
environmental conditions and may be prone to enemy
attacks.
• Although deployed in an ad hoc manner they need to be
self organized and self healing and can face constant
reconfiguration.
9/21/2019
Design Challenges
• Heterogeneity
• The devices deployed maybe of various types and need to
collaborate with each other.
• Distributed Processing
• The algorithms need to be centralized as the processing is
carried out on different nodes.
• Low Bandwidth Communication
• The data should be transferred efficiently between sensors
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 169/21/2019
Continued..
• Large Scale Coordination
• The sensors need to coordinate with each other to produce
required results.
• Utilization of Sensors
• The sensors should be utilized in a ways that produce the
maximum performance and use less energy.
• Real Time Computation
• The computation should be done quickly as new data is
always being generated.
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 179/21/2019
Operational Challenges of Wireless
Sensor Networks• Energy Efficiency
• Limited storage and computation
• Low bandwidth and high error rates
• Errors are common
• Wireless communication
• Noisy measurements
• Node failure are expected
• Scalability to a large number of sensor nodes
• Survivability in harsh environments
• Experiments are time- and space-intensive
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 189/21/2019
Enabling Technologies
Embedded
Networked
Sensing
Control system w/
Small form factor
Untethered nodes
Exploit
collaborative
Sensing, action
Tightly coupled to physical world
Embed numerous distributed
devices to monitor and interact
with physical world
Network devices to coordinate
and perform higher-level tasks
Exploit spatially and temporally dense, in situ, sensing and actuationWSN; IOT;V sem, GEHU by Dr. Vrince Vimal 199/21/2019
Future of WSN
Smart Home / Smart Office
• Sensors controlling
appliances and electrical
devices in the house.
• Better lighting and heating
in office buildings.
• The Pentagon building
has used sensors
extensively.
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 209/21/2019
Biomedical / Medical
• Health Monitors
• Glucose
• Heart rate
• Cancer detection
• Chronic Diseases
• Artificial retina
• Cochlear implants
• Hospital Sensors
• Monitor vital signs
• Record anomalies
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 219/21/2019
Military
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 22
Remote deployment of
sensors for tactical monitoring
of enemy troop movements.
9/21/2019
Industrial & Commercial
• Numerous industrial and commercial applications:
• Agricultural Crop Conditions
• Inventory Tracking
• In-Process Parts Tracking
• Automated Problem Reporting
• RFID – Theft Deterrent and Customer Tracing
• Plant Equipment Maintenance Monitoring
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 239/21/2019
Traffic Management & Monitoring
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 24
 Future cars could use
wireless sensors to:
⚫ Handle Accidents
⚫ Handle Thefts
✓Sensors embedded
in the roads to:
–Monitor traffic flows
–Provide real-time
route updates
9/21/2019
What are motes?
Motes mainly consist of three parts:-
• Mote basically consists of a low cost and power
computer.
• The computer monitors one or more sensors. Sensors
may be for temperature, light, sound, position,
acceleration, vibration, stress, weight, pressure,
humidity, etc.
• The computer connects to the outside world with a
radio link.
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 259/21/2019
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 26
Intel Mote
➢ Developed keeping in mind new R & D objectives :
• Elevated CPU Performance.
• Small size.
• Improved radio b/w. (modular HW/SW design).
• Low power consumption.
• Reliability.
• Off-the shelf components.
➢ Support and collaborate with WSN research
• Multi hop and power aware routing.
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 27
➢ Integrated wireless microcontroller consisting of an
ARM7 core processor, (Atmel)
▪ Bluetooth* radio, (900 Mhz, zigbee)
▪ AM and FLASH memory.
▪ various I/O options.
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 28
INTEL Mote Prototype
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 29
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 30
❖ Bluetooth
➢ SOC integrated devices
✓ Single chip BT/Controller/Memory
✓ Low cost, highly available.
➢ Radio Frequency
✓ Link Level reliability and secure data transmission.
✓ Higher power
✓ Higher bandwidth
✓ Spread spectrum operation
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 31
➢ Technical specifications:
✓ ARM 7 Core
✓ 12 MHz
✓ 64 kB SRAM
✓ 512kB Flash
➢ BT Radio
✓ Battery duty cycle < 1%
✓ 30 m range
✓ +4dbm transmit and -80 dbm receive abilities
Mica Motes
• 4 Mhz 8-bit CPU
• Atmel ATmega103 /128L
• 128KB Instruction Memory
• 4KB RAM
• 4 Mbit flash (AT45DB041B)
• SPI interface
• Focused hardware acceleration
• Network programming
• 51-pin connector
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 329/21/2019
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 33
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 34
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 35
✓ 16x program memory size (128 KB)
✓ 8x data memory size (4 KB)
✓ 16x secondary storage (512 KB)
✓ 5x radio bandwidth (50 Kb/s)
✓ 6 ADC channels available
✓ Same processor performance
✓ Allows for external SRAM expansion
✓ Provides sub microsecond RF synchronization
primitive
✓ Provides unique serial ID’s (Maxim DS2401 )
✓ On-board DC booster
✓ Remains Compatible with Rene Hardware and
current tool chain
Features
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 36
IRIS
• 2.4 GHz Mote module, with XM2110CA (based on the
Atmel ATmega1281).
• Low-power, wireless sensor networks.
• Features several new capabilities that enhance the overall
functionality of MEMSIC’s wireless sensor networking.
• Deeply Embedded Sensor Networks.
• Wireless Communications with Every Node as Router
Capability.
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 37
▪ Ranges as far as 500 meters between nodes without
amplification.
▪ IEEE 802.15.4 compliant RF transceiver.
▪ 2.4 to 2.48 GHz, a globally compatible ISM band.
▪ Direct sequence spread spectrum radio which is resistant to
RF interference and provides inherent data security.
▪ Expansion connector for light, temperature, RH,
barometric pressure, acceleration/seismic, acoustic,
magnetic and other Crossbow sensor boards.
▪ 250 kbps data rate.
▪ Supported by MoteWorks™ wireless sensor network
platform for reliable, ad-hoc mesh networking.
▪ Plug and play with Crossbow’s sensor boards, data
acquisition boards, gateways, and software.
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 38
• Indoor Building Monitoring and Security
• Acoustic, Video, Vibration and Other High-Speed Sensor
Data.
• Large Scale Sensor Network
Applications
Telosb Motes
• designed to enable cutting-edge experimentation for
the research community.
• Telosb motes have USB programming capability
• An IEEE 802.15.4 compliant, high data rate radio with
integrated antenna, a low-power MCU
• There are also equipped with extended memory and an
optional sensor suite
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 399/21/2019
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 40
• 2.4 to 2.4835 GHz, a globally compatible ISM band
• 250 kbps data rate
• IEEE 802.15.4 compliant RF transceiver
• Integrated onboard antenna
• 8 MHz TI MSP430 microcontroller with 10kB RAM
• Low current consumption
• 1MB external flash for data logging
• Programming and data collection via USB
• Sensor suite including integrated light, temperature and
humidity sensor
• Runs Tiny OS 1.1.11 or higher
Features
TELOSB MOTE
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 41
Ref:http://www.eecs.berkeley.edu/~culler/eecs194/labs/lab1/telosb.JPG
9/21/2019
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 42
• Modulation is the process by which some characteristics
of a carrier is varied in accordance with a modulation
wave .
• Modulation is the process of putting information onto a
high frequency carrier for transmission (frequency
translation).
• Such a modification is achieved by mean of a process
called modulation .
Modulation
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 43
• In the modulation process, the baseband signle is called
“modulating signal” and anther higher frequency signal
is called as the “carrier”. The carrier signal will carry
the modulating signal to the destination.
➢ Reasons for modulation:
• Simultaneous transmission of several signals
• Practical Design of Antennas
• Exchange of power and bandwidth
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 44
DIFFERENT TYPE Of MODULATION
Analog modulation - The modulating signal and carrier
both are analogue signal.
:Amplitude modulation (AM),
Frequency modulation (FM),
Phase modulation (PM)
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 45
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 46
AMPLITUDE MODULATION
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 47
Frequency Modulation
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 48
Phase Modulation
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 49
ASK
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 50
FSK
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 51
PSK
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 52
BPSK
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 53
QPSK
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 54
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 55
M-ARY QAM
Orthonormal passband functions
Orthonormal passband functions
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 56
SS diagram for 16-QAM & corresponding 4-PAM
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 57
Probability of Error
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 58
Energy Model
For the radio hardware, the transmitter dissipates energy to run the transmitter radio
electronics and power amplifier. The receiver dissipates energy to run the receive radio
electronics .
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 59
For x’mitting L bits to distance d energy consumed by x’ mitter
α =2, FS
α=4, MMP
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 60
In receiving L bits of message energy consumed by
receiver:
let there be n nodes uniformly distributed in an MM area
and k clusters in topology. There will be on an average
n=k nodes per cluster. Out of these, there will be one
cluster head node and remaining ((n/k-1)) member head
nodes.
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 61
The energy consumption Emem
The energy consumption ECH for a particular CH is due
to:
1. Energy spent in receiving data.
2. Energy consumed in aggregating data
3. Energy consumed in transmitting data.
The total energy consumption ECH
9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 62
Thanks
WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 63
References
1. Eschenauer, L., and V. Gligor, “A Key-Management Scheme for Distributed Sensor Networks,” Proceedings
of ACM Conference on Computer and Communications Security (ACM CCS), Washington DC, pp. 41-47, 2002
2. http://www.xbow.com/products/Product_pdf_files/Wireless_pdf/MICA2_Datasheet.pdf
3. http://www.ece.osu.edu/~bibyk/ee582/telosMote.pdf
4. http://en.wikipedia.org/wiki/Wireless_Sensor_Networks
5. http://arri.uta.edu/acs/networks/WirelessSensorNetChap04.pdf
6. http://www.eecs.harvard.edu/~mdw/course/cs263/papers/jhill-thesis.pdf
7. http://www.polastre.com/papers/polastre-thesis-final.pdf
8. www.cse.fau.edu/~jie/teaching/fall_2004_files/sensorslides1.ppt
9. http://web2.uwindsor.ca/courses/cs/aggarwal/cs60520/SeminarMaterial/WSN-future.ppt
10. http://web.cecs.pdx.edu/~nbulusu/talks/grace-hopper.ppt
11. http://galaxy.cs.lamar.edu/~bsun/wsn/wsn.html
12. www.dsc.ufcg.edu.br/~maspohn/katia/introduction.ppt
13. http://computer.howstuffworks.com/mote1.htm
9/21/2019

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Intro to wireless sensor network

  • 1. WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 1 Introduction to Wireless Sensor Networks 9/21/2019 Dr. Vrince Vimal Computer Science and Engineering
  • 2. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 2 UNIT I 8 Hours Characteristics Of WSN: Characteristic requirements for WSN - Challenges for WSNs – WSN vs. Adhoc Networks - Sensor node architecture – Commercially available sensor nodes –Imote, IRIS, Mica Mote, EYES nodes, BT nodes, TelosB, Physical layer and transceiver design considerations in WSNs, Energy usage profile, Choice of modulation scheme UNIT II 8 Hours Medium Access Control Protocols: Fundamentals of MAC protocols - Low duty cycle protocols and wakeup concepts – Contention based protocols - Schedule-based protocols - SMAC - BMAC - Traffic-adaptive medium access protocol (TRAMA) - The IEEE 802.15.4 MAC protocol and Zigbee protocol UNIT III 8 Hours Routing And Data Gathering Protocols: Routing Challenges and Design Issues in Wireless Sensor Networks, Flooding and gossiping – Data centric Routing – SPIN – Directed Diffusion – Energy aware routing - Gradient-based routing - Rumor Routing – COUGAR – ACQUIRE – Hierarchical Routing - LEACH, PEGASIS, Energy minimizing Broadcast, Data aggregation - data aggregation operations - Aggregate Queries in Sensor Networks UNIT IV 8 Hours Embedded Operating Systems: Operating Systems for Wireless Sensor Networks – Introduction - Operating System Design Issues - Examples of Operating Systems – TinyOS – Mate – MagnetOS – MANTIS - OSPM - EYES OS – SenOS – EMERALDS – PicOS UNIT V 8 Hours Applications Of WSN: WSN Applications - Home Control - Building Automation - Industrial Automation - Medical Applications - Reconfigurable Sensor Networks - Highway Monitoring - Military Applications.
  • 3. WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 3 Slides Source 6 www.cse.fau.edu/~jie/teaching/fall_2004_files/sensorslides1.ppt 19-23 http://web2.uwindsor.ca/courses/cs/aggarwal/cs60520/SeminarMaterial/WSN-future.ppt 7-13 http://web.cecs.pdx.edu/~nbulusu/talks/grace-hopper.ppt 17-18,29-33 http://galaxy.cs.lamar.edu/~bsun/wsn/wsn.html 15-16 www.dsc.ufcg.edu.br/~maspohn/katia/introduction.ppt 24 http://computer.howstuffworks.com/mote1.htm 32-33 http://www.polastre.com/papers/polastre-thesis-final.pdf Table of References 9/21/2019
  • 4. WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 4 Agenda • Introduction • Differences with ad hoc networks • Applications • Characteristics • Challenges • Future • Motes • Hardware Setup Overview 9/21/2019
  • 5. WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 5 Introduction • Wireless Sensor Networks are networks that consists of sensors which are distributed in an ad hoc manner. • These sensors work with each other to sense some physical phenomenon and then the information gathered is processed to get relevant results. • Wireless sensor networks consists of protocols and algorithms with self-organizing capabilities. 9/21/2019
  • 6. WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 6 Example of WSN Ref:http://esd.sci.univr.it/images/wsn-example.png 9/21/2019
  • 7. Comparison with ad hoc networks • Wireless sensor networks mainly use broadcast communication while ad hoc networks use point-to-point communication. • Unlike ad hoc networks wireless sensor networks are limited by sensors limited power, energy and computational capability. • Sensor nodes may not have global ID because of the large amount of overhead and large number of sensors. WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 79/21/2019
  • 8. WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 8 Applications of Wireless Sensor networks The applications can be divided in three categories: 1. Monitoring of objects. 2. Monitoring of an area. 3. Monitoring of both area and objects. * Classification due to Culler, Estrin, Srivastava 9/21/2019
  • 9. Monitoring Area • Environmental and Habitat Monitoring • Precision Agriculture • Indoor Climate Control • Military Surveillance • Treaty Verification • Intelligent Alarms WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 99/21/2019
  • 10. Example: Precision Agriculture WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 10 • Precision agriculture aims at making cultural operations more efficient, while reducing environmental impact. • The information collected from sensors is used to evaluate optimum sowing density, estimate fertilizers and other inputs needs, and to more accurately predict crop yields. 9/21/2019
  • 11. Monitoring Objects • Structural Monitoring • Eco-physiology • Condition-based Maintenance • Medical Diagnostics • Urban terrain mapping WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 119/21/2019
  • 12. Example: Condition-based Maintenance • Intel fabrication plants • Sensors collect vibration data, monitor wear and tear; report data in real- time • Reduces need for a team of engineers; cutting costs by several orders of magnitude WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 129/21/2019
  • 13. Monitoring Interactions between Objects and Space • Wildlife Habitats • Disaster Management • Emergency Response • Ubiquitous Computing • Asset Tracking • Health Care • Manufacturing Process Flows WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 139/21/2019
  • 14. Example: Habitat Monitoring • The ZebraNet Project Collar-mounted sensors monitor zebra movement in Kenya WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 14 Source: Margaret Martonosi, Princeton University 9/21/2019
  • 15. WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 15 Characteristics of Wireless Sensor Networks • Wireless Sensor Networks mainly consists of sensors. Sensors are - • low power • limited memory • energy constrained due to their small size. • Wireless networks can also be deployed in extreme environmental conditions and may be prone to enemy attacks. • Although deployed in an ad hoc manner they need to be self organized and self healing and can face constant reconfiguration. 9/21/2019
  • 16. Design Challenges • Heterogeneity • The devices deployed maybe of various types and need to collaborate with each other. • Distributed Processing • The algorithms need to be centralized as the processing is carried out on different nodes. • Low Bandwidth Communication • The data should be transferred efficiently between sensors WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 169/21/2019
  • 17. Continued.. • Large Scale Coordination • The sensors need to coordinate with each other to produce required results. • Utilization of Sensors • The sensors should be utilized in a ways that produce the maximum performance and use less energy. • Real Time Computation • The computation should be done quickly as new data is always being generated. WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 179/21/2019
  • 18. Operational Challenges of Wireless Sensor Networks• Energy Efficiency • Limited storage and computation • Low bandwidth and high error rates • Errors are common • Wireless communication • Noisy measurements • Node failure are expected • Scalability to a large number of sensor nodes • Survivability in harsh environments • Experiments are time- and space-intensive WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 189/21/2019
  • 19. Enabling Technologies Embedded Networked Sensing Control system w/ Small form factor Untethered nodes Exploit collaborative Sensing, action Tightly coupled to physical world Embed numerous distributed devices to monitor and interact with physical world Network devices to coordinate and perform higher-level tasks Exploit spatially and temporally dense, in situ, sensing and actuationWSN; IOT;V sem, GEHU by Dr. Vrince Vimal 199/21/2019
  • 20. Future of WSN Smart Home / Smart Office • Sensors controlling appliances and electrical devices in the house. • Better lighting and heating in office buildings. • The Pentagon building has used sensors extensively. WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 209/21/2019
  • 21. Biomedical / Medical • Health Monitors • Glucose • Heart rate • Cancer detection • Chronic Diseases • Artificial retina • Cochlear implants • Hospital Sensors • Monitor vital signs • Record anomalies WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 219/21/2019
  • 22. Military WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 22 Remote deployment of sensors for tactical monitoring of enemy troop movements. 9/21/2019
  • 23. Industrial & Commercial • Numerous industrial and commercial applications: • Agricultural Crop Conditions • Inventory Tracking • In-Process Parts Tracking • Automated Problem Reporting • RFID – Theft Deterrent and Customer Tracing • Plant Equipment Maintenance Monitoring WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 239/21/2019
  • 24. Traffic Management & Monitoring WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 24  Future cars could use wireless sensors to: ⚫ Handle Accidents ⚫ Handle Thefts ✓Sensors embedded in the roads to: –Monitor traffic flows –Provide real-time route updates 9/21/2019
  • 25. What are motes? Motes mainly consist of three parts:- • Mote basically consists of a low cost and power computer. • The computer monitors one or more sensors. Sensors may be for temperature, light, sound, position, acceleration, vibration, stress, weight, pressure, humidity, etc. • The computer connects to the outside world with a radio link. WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 259/21/2019
  • 26. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 26 Intel Mote ➢ Developed keeping in mind new R & D objectives : • Elevated CPU Performance. • Small size. • Improved radio b/w. (modular HW/SW design). • Low power consumption. • Reliability. • Off-the shelf components. ➢ Support and collaborate with WSN research • Multi hop and power aware routing.
  • 27. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 27 ➢ Integrated wireless microcontroller consisting of an ARM7 core processor, (Atmel) ▪ Bluetooth* radio, (900 Mhz, zigbee) ▪ AM and FLASH memory. ▪ various I/O options.
  • 28. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 28 INTEL Mote Prototype
  • 29. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 29
  • 30. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 30 ❖ Bluetooth ➢ SOC integrated devices ✓ Single chip BT/Controller/Memory ✓ Low cost, highly available. ➢ Radio Frequency ✓ Link Level reliability and secure data transmission. ✓ Higher power ✓ Higher bandwidth ✓ Spread spectrum operation
  • 31. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 31 ➢ Technical specifications: ✓ ARM 7 Core ✓ 12 MHz ✓ 64 kB SRAM ✓ 512kB Flash ➢ BT Radio ✓ Battery duty cycle < 1% ✓ 30 m range ✓ +4dbm transmit and -80 dbm receive abilities
  • 32. Mica Motes • 4 Mhz 8-bit CPU • Atmel ATmega103 /128L • 128KB Instruction Memory • 4KB RAM • 4 Mbit flash (AT45DB041B) • SPI interface • Focused hardware acceleration • Network programming • 51-pin connector WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 329/21/2019
  • 33. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 33
  • 34. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 34
  • 35. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 35 ✓ 16x program memory size (128 KB) ✓ 8x data memory size (4 KB) ✓ 16x secondary storage (512 KB) ✓ 5x radio bandwidth (50 Kb/s) ✓ 6 ADC channels available ✓ Same processor performance ✓ Allows for external SRAM expansion ✓ Provides sub microsecond RF synchronization primitive ✓ Provides unique serial ID’s (Maxim DS2401 ) ✓ On-board DC booster ✓ Remains Compatible with Rene Hardware and current tool chain Features
  • 36. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 36 IRIS • 2.4 GHz Mote module, with XM2110CA (based on the Atmel ATmega1281). • Low-power, wireless sensor networks. • Features several new capabilities that enhance the overall functionality of MEMSIC’s wireless sensor networking. • Deeply Embedded Sensor Networks. • Wireless Communications with Every Node as Router Capability.
  • 37. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 37 ▪ Ranges as far as 500 meters between nodes without amplification. ▪ IEEE 802.15.4 compliant RF transceiver. ▪ 2.4 to 2.48 GHz, a globally compatible ISM band. ▪ Direct sequence spread spectrum radio which is resistant to RF interference and provides inherent data security. ▪ Expansion connector for light, temperature, RH, barometric pressure, acceleration/seismic, acoustic, magnetic and other Crossbow sensor boards. ▪ 250 kbps data rate. ▪ Supported by MoteWorks™ wireless sensor network platform for reliable, ad-hoc mesh networking. ▪ Plug and play with Crossbow’s sensor boards, data acquisition boards, gateways, and software.
  • 38. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 38 • Indoor Building Monitoring and Security • Acoustic, Video, Vibration and Other High-Speed Sensor Data. • Large Scale Sensor Network Applications
  • 39. Telosb Motes • designed to enable cutting-edge experimentation for the research community. • Telosb motes have USB programming capability • An IEEE 802.15.4 compliant, high data rate radio with integrated antenna, a low-power MCU • There are also equipped with extended memory and an optional sensor suite WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 399/21/2019
  • 40. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 40 • 2.4 to 2.4835 GHz, a globally compatible ISM band • 250 kbps data rate • IEEE 802.15.4 compliant RF transceiver • Integrated onboard antenna • 8 MHz TI MSP430 microcontroller with 10kB RAM • Low current consumption • 1MB external flash for data logging • Programming and data collection via USB • Sensor suite including integrated light, temperature and humidity sensor • Runs Tiny OS 1.1.11 or higher Features
  • 41. TELOSB MOTE WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 41 Ref:http://www.eecs.berkeley.edu/~culler/eecs194/labs/lab1/telosb.JPG 9/21/2019
  • 42. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 42 • Modulation is the process by which some characteristics of a carrier is varied in accordance with a modulation wave . • Modulation is the process of putting information onto a high frequency carrier for transmission (frequency translation). • Such a modification is achieved by mean of a process called modulation . Modulation
  • 43. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 43 • In the modulation process, the baseband signle is called “modulating signal” and anther higher frequency signal is called as the “carrier”. The carrier signal will carry the modulating signal to the destination. ➢ Reasons for modulation: • Simultaneous transmission of several signals • Practical Design of Antennas • Exchange of power and bandwidth
  • 44. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 44 DIFFERENT TYPE Of MODULATION Analog modulation - The modulating signal and carrier both are analogue signal. :Amplitude modulation (AM), Frequency modulation (FM), Phase modulation (PM)
  • 45. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 45
  • 46. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 46 AMPLITUDE MODULATION
  • 47. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 47 Frequency Modulation
  • 48. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 48 Phase Modulation
  • 49. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 49 ASK
  • 50. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 50 FSK
  • 51. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 51 PSK
  • 52. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 52 BPSK
  • 53. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 53 QPSK
  • 54. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 54
  • 55. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 55 M-ARY QAM Orthonormal passband functions Orthonormal passband functions
  • 56. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 56 SS diagram for 16-QAM & corresponding 4-PAM
  • 57. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 57 Probability of Error
  • 58. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 58 Energy Model For the radio hardware, the transmitter dissipates energy to run the transmitter radio electronics and power amplifier. The receiver dissipates energy to run the receive radio electronics .
  • 59. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 59 For x’mitting L bits to distance d energy consumed by x’ mitter α =2, FS α=4, MMP
  • 60. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 60 In receiving L bits of message energy consumed by receiver: let there be n nodes uniformly distributed in an MM area and k clusters in topology. There will be on an average n=k nodes per cluster. Out of these, there will be one cluster head node and remaining ((n/k-1)) member head nodes.
  • 61. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 61 The energy consumption Emem The energy consumption ECH for a particular CH is due to: 1. Energy spent in receiving data. 2. Energy consumed in aggregating data 3. Energy consumed in transmitting data. The total energy consumption ECH
  • 62. 9/21/2019WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 62 Thanks
  • 63. WSN; IOT;V sem, GEHU by Dr. Vrince Vimal 63 References 1. Eschenauer, L., and V. Gligor, “A Key-Management Scheme for Distributed Sensor Networks,” Proceedings of ACM Conference on Computer and Communications Security (ACM CCS), Washington DC, pp. 41-47, 2002 2. http://www.xbow.com/products/Product_pdf_files/Wireless_pdf/MICA2_Datasheet.pdf 3. http://www.ece.osu.edu/~bibyk/ee582/telosMote.pdf 4. http://en.wikipedia.org/wiki/Wireless_Sensor_Networks 5. http://arri.uta.edu/acs/networks/WirelessSensorNetChap04.pdf 6. http://www.eecs.harvard.edu/~mdw/course/cs263/papers/jhill-thesis.pdf 7. http://www.polastre.com/papers/polastre-thesis-final.pdf 8. www.cse.fau.edu/~jie/teaching/fall_2004_files/sensorslides1.ppt 9. http://web2.uwindsor.ca/courses/cs/aggarwal/cs60520/SeminarMaterial/WSN-future.ppt 10. http://web.cecs.pdx.edu/~nbulusu/talks/grace-hopper.ppt 11. http://galaxy.cs.lamar.edu/~bsun/wsn/wsn.html 12. www.dsc.ufcg.edu.br/~maspohn/katia/introduction.ppt 13. http://computer.howstuffworks.com/mote1.htm 9/21/2019