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Embedded sensor networks
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Do you want to do this project?
Detection, tracking and classification of objects in wireless sensor networks.
complete simulation of wireless sensor networks with acoustic data processing and target tracking is done in matlab - with complete code and final project report available.
CONTACT : ismail.ahamed@gmail.com / ismailmuhisin@rediffmail.com for further reference.
sample photos from project : http://picasaweb.google.co.in/ismailmuhisin
ABSTRACT :
A wireless sensor network (WSN) is made of numerous small independent sensor nodes, which consist of a battery, radio, sensors, and a minimal amount of onboard computing power and has wireless communication capabilities among sensor nodes. Application of sensor nodes is quite common in the field of Agricultural monitoring (for climate sensitive crops), structural monitoring etc. However object detection, classification and tracking using WSN is more challenging and involves sensing and recognizing an object that enters the network area by collecting signals (acoustic, magnetic etc.) and processing them not only in real time but also involving restricted power consumption constraints. The real time applications include vehicle tracking, inventory tracking inside factories, military tracking and identification of hostile intrusion vehicles, and automatic tollgate collection based on two wheelers or four wheelers.
Sensor nodes are distributed in an optimized pattern and by taking in to account the limited power sources of sensor nodes, the tracking of object or target with random movement patterns is done by an energy efficient tracking algorithm, called selective activation combined with prediction. Audio signals are used to detect and classify the objects among the known classes. Specific parameters called feature vectors are calculated from the sampled audio signals for various objects and are used to train the classifier for classifying the object to its class. The selection of appropriate classifier and feature vectors proved to be very significant for achieving high accuracy percentage in classification. Thus a highly customized version of classifier and tracking algorithm specifically suitable for WSN is achieved.
The proposed classification and tracking algorithm is implemented in matlab considering vehicles (Light and Heavy Vehicles) as targets and audio signal as signal source. The classification of the target is done along predictive tracking and the energy consumed per unit time in the sensor network is calculated. The overall response of the classifier for varied signals is also tested and accuracy percentages were determined. Thus the project forms a complete solution for implementation of intrusion detection, identification and tracking of targets using wireless sensor network technology.
We have developed a general purpose kit to develop any kind of WSN applications at . This Kit is available for embedded enthusiasts and project community. Our kit is prominently used by industrial houses to build real time applications.
We have used WiFi wireless interface to do this as WiFi gateway and routers are very common these days. Please feel free to contact if you are interested to develop new applications on this. We provide the hardware and the embedded C source code package and the debugging environment along with support for new application development.
regards,
Siva
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im interested with your project... would you please send me the requirements needed and im also asking for your guidance.. im will be very thankful if you do so this is my email add selphie_nisha_19@yahoo.com |
pls send me your project at agjadhao@gmail.com |
pls send me the required components |
Downloads for free.. for latest project downloads visit http:// eceprojects. co. nr |
it seems t be a very nice project but their is some info dats missing out there ....kindly let me knw abt d project details asap... |
Sir, i need your help. this is my final year electronics and communication engineering i want to make a major project regarding embedded system as my project. i will be very kind to you if u please send me the circuit diagram and some of the project details like software and hardware to be used, how the project should go. Sir please reply its very urgent........ |
Downloads for free.. for latest project downloads visit http:// eceprojects. co. nr |
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