Lecture 8: Wireless Sensor Networks

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Presentation transcript:

Lecture 8: Wireless Sensor Networks By: Dr. Najla Al-Nabhan

Wireless Sensor Networks (WSNs) A sensor network is a wireless network that consists of thousands of very small nodes called sensors. Base station - (WSN) stands for wireless sensor network. - This technology involves deploying a large #number of inexpensive/small sensor nodes over the area of interest - The main function of sensor nodes is to monitor, record, and notify a specific condition to the BS - The collected data is transferred to the BS in multi-hop fashion from one node to another using broadcast communication. Figure 1: Architecture of wireless sensor networks

Wireless Sensor Networks (cont.) WSN Sensors are equipped with sensing, limited computation, and wireless communication capabilities. Sensors are mainly equipped with: A sensing unit: to sense the environmental parameters A microcontroller to perform the local data processing A wireless communication unit that allows node to communicate with other nodes, and A Power Unit or a battery: that empowers all components of the sensor node. Figure 2: Typical hardware components of a sensor node in wireless sensor networks

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. Introduction to Wireless Sensor Networks

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. Introduction to Wireless Sensor Networks

WSNs Applications WSNs have many advantages over traditional networking techniques. They have an ever-increasing number of applications, such as infrastructure protection and security, surveillance, health-care, environment monitoring, food safety, intelligent transportation, and smart energy. There are many challenges related to this class of networks, such as limited resources of sensor nodes networking challenges how to perform routing and multihop communication with limited bandwidth, Topology changes, large no. of sensors - environmental challenges and application requirements As well as other networking challenges

Figure 3: WSNs Applications These pictures show some of the possible applications of WSNs. The earliest applications of WSNs were in military field for (surveillance and control). Later, they’re used for several civilian applications such as: habitat monitoring Forest fire detection and air pollution Underground, seismological, and Volcano Monitoring Body sensor networks and Several medical applications they can also be integrated into many smart systems such as “smart cities”: For structural health monitoring, traffic detection, and many other Figure 3: WSNs Applications

Applications of Wireless Sensor networks The applications can be divided in three categories: Monitoring of objects. Monitoring of an area. Monitoring of both area and objects. Introduction to Wireless Sensor Networks

Monitoring Area Environmental and Habitat Monitoring Precision Agriculture Indoor Climate Control Military Surveillance Treaty Verification Intelligent Alarms Introduction to Wireless Sensor Networks

Example: Precision Agriculture 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. Introduction to Wireless Sensor Networks

Monitoring Objects Structural Monitoring Eco-physiology Condition-based Maintenance Medical Diagnostics Urban terrain mapping Introduction to Wireless Sensor Networks

Monitoring Interactions between Objects and Space Wildlife Habitats Disaster Management Emergency Response Ubiquitous Computing Asset Tracking Health Care Manufacturing Process Flows Introduction to Wireless Sensor Networks

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. Introduction to Wireless Sensor Networks

Design Challenges Heterogeneity Distributed Processing 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 Introduction to Wireless Sensor Networks

Continued.. Large Scale Coordination Utilization of Sensors 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. Introduction to Wireless Sensor Networks

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 Introduction to Wireless Sensor Networks

Enabling Technologies Embed numerous distributed devices to monitor and interact with physical world Network devices to coordinate and perform higher-level tasks Embedded Networked Control system w/ Small form factor Untethered nodes Exploit collaborative Sensing, action Sensing Tightly coupled to physical world Exploit spatially and temporally dense, in situ, sensing and actuation Introduction to Wireless Sensor Networks

Future of WSN Smart Home / Smart Office Sensors controlling electrical devices in the house. Better lighting and heating in office buildings. The Pentagon building has used sensors extensively. Introduction to Wireless Sensor Networks

Biomedical / Medical Health Monitors Chronic Diseases Hospital Sensors Glucose Heart rate Cancer detection Chronic Diseases Artificial retina Cochlear implants Hospital Sensors Monitor vital signs Record anomalies Introduction to Wireless Sensor Networks

Military Remote deployment of sensors for tactical monitoring of enemy troop movements. Introduction to Wireless Sensor Networks

Industrial & Commercial Numerous industrial and commercial applications: Agricultural Crop Conditions Inventory Tracking In-Process Parts Tracking Automated Problem Reporting Theft Deterrent and Customer Tracing Plant Equipment Maintenance Monitoring Introduction to Wireless Sensor Networks

Traffic Management & Monitoring 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 Introduction to Wireless Sensor Networks

One More Example of Sensor Board - MTS400/420 Besides the functions of MTS 300, it mainly adds GPS functionality Further Reading http://firebug.sourceforge.net/gps_tests.htm Introduction to Wireless Sensor Networks

Hardware Setup Overview Introduction to Wireless Sensor Networks

Sensor Network Algorithms Directed Diffusion – Data centric routing Sensor Network Query Processing Distributed Data Aggregation Localization in sensor networks Multi-object tracking/Pursuer Evader Security

Table of References Source www.cse.fau.edu/~jie/teaching/fall_2004_files/sensorslides1.ppt http://web2.uwindsor.ca/courses/cs/aggarwal/cs60520/SeminarMaterial/WSN-future.ppt http://web.cecs.pdx.edu/~nbulusu/talks/grace-hopper.ppt http://galaxy.cs.lamar.edu/~bsun/wsn/wsn.html www.dsc.ufcg.edu.br/~maspohn/katia/introduction.ppt http://computer.howstuffworks.com/mote1.htm http://www.polastre.com/papers/polastre-thesis-final.pdf Introduction to Wireless Sensor Networks