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Natcha Cota. A robust and energy-efficient object tracking algorithm for a wireless sensor network. Master's Degree(Information and Communication Technology for Embedded System). Kasetsart University. Office of the University Library. : Kasetsart University, 2016.
A robust and energy-efficient object tracking algorithm for a wireless sensor network
Name: Natcha Cota
Classification :.LCCS: TK7872.D48
LCSH:
Wireless sensor networks
LCSH:
Computer algorithms
LCSH:
Robust control
Abstract:
This thesis extends the work by Apichattrisorn et al.2013, by introducing the border finding process to reduce the energy consumption. The objective of this work is to track a moving sensor node by using information from a group of binary sensor nodes measuring whether the moving node is moving toward or away. In Apichattrisorn et al. work, every sensor node sends observations to central processing unit. In this work, we use border finding process to limit the amount of communication and energy consumption since from work by Aslam et al. 2003, the border nodes where the observations changes from moving toward to moving away, or vice versa, contain useful information in finding the location of moving node. This process based on neighboring information that can be used to confirm whether the asking node is border node between two groups of data or not. After that, support vector machine is in charge of classifying group of data and then particle filter is used to track the moving object follow the direction of vector perpendicular to the optimal hyper plane of support vector machine.
Kasetsart University. Office of the University Library
Address:
Bangkok
Email:
tdckulib@ku.ac.th
Name: Teerasit Kasetkasem
Role:
Thesis Advisor
Name: La-or Kovavisasuch
Role:
Thesis Co-Advisor
Name: Katsunori Yamaoka
Role:
Thesis Co-Advisor
Created:
2016
Modified:
2023-05-31
Issued:
2023-05-31
วิทยานิพนธ์/Thesis
application/pdf
URL: https://kasetsart.idm.oclc.org/login?url=https://www.lib.ku.ac.th/KUthesis/2559/natcha-cot-all.pdf
CallNumber:
TK7872.D48.N38
eng
DegreeName: Master of Engineering
Level: Master's Degree
Grantor: Kasetsart University
©copyrights Kasetsart University
RightsAccess:
ใช้เวลา
0.02745 วินาที
Natcha Cota
| Title | Contributor | Type |
|---|---|---|
| A robust and energy-efficient object tracking algorithm for a wireless sensor network
มหาวิทยาลัยเกษตรศาสตร์ Natcha Cota | Teerasit Kasetkasem La-or Kovavisasuch Katsunori Yamaoka | วิทยานิพนธ์/Thesis |
Teerasit Kasetkasem
La-or Kovavisasuch
| Title | Creator | Type and Date Create |
|---|---|---|
| A localization algorithm based on markov random field model for a stationary wireless sensor network
มหาวิทยาลัยเกษตรศาสตร์ Teerasit Kasetkasem;La-or Kovavisasuch;Isshiki, Tsuyoshi | Rattikar Punviset | วิทยานิพนธ์/Thesis |
| A robust and energy-efficient object tracking algorithm for a wireless sensor network
มหาวิทยาลัยเกษตรศาสตร์ Teerasit Kasetkasem ;La-or Kovavisasuch;Katsunori Yamaoka | Natcha Cota | วิทยานิพนธ์/Thesis |
Katsunori Yamaoka
| Title | Creator | Type and Date Create |
|---|---|---|
| A robust and energy-efficient object tracking algorithm for a wireless sensor network
มหาวิทยาลัยเกษตรศาสตร์ Teerasit Kasetkasem ;La-or Kovavisasuch;Katsunori Yamaoka | Natcha Cota | วิทยานิพนธ์/Thesis |