Skip to content
/ K-means-clustering-for-WSN Public

CPP code for K means clustering for wireless sensor networks which are to be applied to optimal path to sink algorithm.

5 stars 2 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

abhilash1910/K-means-clustering-for-WSN

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

44 Commits

dynamic packet rate output

dynamic packet rate output

 
 

06040374.pdf

06040374.pdf

 
 

10.1007_s11277-017-4579-3 (2).pdf

10.1007_s11277-017-4579-3 (2).pdf

 
 

2collector_benchmark_testcase.cpp

2collector_benchmark_testcase.cpp

 
 

3Cluster_(2collector_vs_3collector).xlsx

3Cluster_(2collector_vs_3collector).xlsx

 
 

3Cluster_3Collector.xlsx

3Cluster_3Collector.xlsx

 
 

3cluster_2collector.xlsx

3cluster_2collector.xlsx

 
 

3cluster_2collector_dense_uniform_benchmark_testcase.cpp

3cluster_2collector_dense_uniform_benchmark_testcase.cpp

 
 

3cluster_3collector_uniform_benchmark_testcase.cpp

3cluster_3collector_uniform_benchmark_testcase.cpp

 
 

C141.pdf

C141.pdf

 
 

Dynamic_packet_rate_analysis_of_single_cluster.cpp

Dynamic_packet_rate_analysis_of_single_cluster.cpp

 
 

Power_point_project.pptx

Power_point_project.pptx

 
 

Printing_Euler_Path.cpp

Printing_Euler_Path.cpp

 
 

Project_Abhilash _Majumder.rar

Project_Abhilash _Majumder.rar

 
 

README.md

README.md

 
 

Screenshot (100).png

Screenshot (100).png

 
 

Screenshot (101).png

Screenshot (101).png

 
 

Screenshot (77).png

Screenshot (77).png

 
 

Screenshot (95).png

Screenshot (95).png

 
 

Screenshot (96).png

Screenshot (96).png

 
 

Screenshot (97).png

Screenshot (97).png

 
 

Screenshot (98).png

Screenshot (98).png

 
 

Screenshot (99).png

Screenshot (99).png

 
 

Single collector nTSP.cpp

Single collector nTSP.cpp

 
 

Thesis_abhilash_majumder.docx

Thesis_abhilash_majumder.docx

 
 

Two_Cluster.cpp

Two_Cluster.cpp

 
 

allocatemultiple.cpp

allocatemultiple.cpp

 
 

allocatemultiple.exe

allocatemultiple.exe

 
 

allocatesingle.cpp

allocatesingle.cpp

 
 

allocatesingle.exe

allocatesingle.exe

 
 

average energy.cpp

average energy.cpp

 
 

averageenergy.cpp

averageenergy.cpp

 
 

eulertour.cpp

eulertour.cpp

 
 

excel_Abhilash_Majumder_intercluster.xlsx

excel_Abhilash_Majumder_intercluster.xlsx

 
 

excel_project_intracluster.xlsx

excel_project_intracluster.xlsx

 
 

graph.cpp

graph.cpp

 
 

graph.h

graph.h

 
 

kmeans.cpp

kmeans.cpp

 
 

main.cpp

main.cpp

 
 

optimal path research paper

optimal path research paper

 
 

packet_information_rate_analysis_for_single_cluster.cpp

packet_information_rate_analysis_for_single_cluster.cpp

 
 

tspn.cpp

tspn.cpp

 
 

Repository files navigation

K-means-clustering-for-WSN

CPP code for K means clustering for wireless sensor networks which are to be applied to optimal path to sink algorithm. The repository contains the optimised approach to WSN sink algorithms .It uses k means which uses an unsupervised machine learning model which provides heuristic advantage over grid based system.The value of k changes the rate of efficiency of the model. Validity of Euler path in the circuit for optimal seek time and movement of head/collector. Scope for further optimisation algorithms.

About

CPP code for K means clustering for wireless sensor networks which are to be applied to optimal path to sink algorithm.

Resources

Readme
Activity

Stars

5 stars

Watchers

2 watching

Forks

2 forks
Report repository

Releases

No releases published

Packages

No packages published

Contributors 2

  •  
  •  

Languages