Forest Fire Detection using Wireless Sensor Networks
Title: Early detection of Forest fires using wireless sensors network and Data mining technique
---------------------------------------------------------------------------------------------------------------------------------------------------
s/w req:
------------
1)NS-3.26
2)ubuntu-14.04 LTS(32 bit os)
Execution Steps: ---------------------
Open the ternimal (ctrl + alt + t)
change the directory on terminal.
First execute the files
change the image locations in the main files.
command to execute :
./waf --run filename --vis
Note:
-------
1) use our module else you get error.
2)Refer howtoaddour model.txt to addmodule
Implementation Plan:
--------------------
Step 1: We create a Network, it consists of 100- Sensor nodes,1-Sink Node and 1 - Server Node.
Step 2: Initially, assign the highest energy level to the all sensor nodes.
Step 3: Next, perform the sample information broadcasts and based on the information perform the clustering and select the Cluster head by using a hierarchical clustering algorithm based on spectral classification (HCA-SC).
[The process based your reference paper :- A Hierarchical Clustering Algorithm based on Spectral Classification for Wireless Sensor Networks]
Step 4: Next, All sensor nodes measure environmental temperature, relative humidity, smoke and light. based on it each sensor node detects fire by itself.
[The process based your reference paper :- Data Mining Techniques Applied to Wireless Sensor Networks for Early Forest Fire Detection ]
Step 5: Next, Perform the route discovery message transmission between the nodes and based on it select the route between the sensors and server via sink
Step 6: Next, perform the fire detection data transmission.
[The process based your reference paper :- Intelligent Data Mining Techniques for Emergency Detection in Wireless Sensor Networks ]
Step 7: Finally,we plot the results graph for Accuracy, Throughput, Packet Transmission Rate and Energy Consumption .
==============================================================================================================================
S/W Req:
----------------
1) ns-3.26
2) ubuntu 14.04 [32 bit]
================================================
Note:-
=======
1) We perform the simulation based process only, not use any real time datasets and sensor datas.
