Universiti Teknologi Malaysia Institutional Repository

Optimal placement of security camera

Lee, Li Chin (2013) Optimal placement of security camera. Masters thesis, Universiti Teknologi Malaysia, Faculty of Science.

[img]
Preview
PDF
839kB

Official URL: http://dms.library.utm.my:8080/vital/access/manage...

Abstract

This research studies the optimization on the placement of security camera. We need to improve the field of view (FOV) coverage of a security camera by only adjusting the location of cameras with minimal numbers of cameras. Two dimensional of floor plan was designed in boundary nodes and internal nodes. Cameras were installed at boundary node in order to view the internal nodes. We propose Binary Integer Programming method which can efficiently find an optimal layout for each camera. Heuristic method of Particle Swarm Optimization (PSO) algorithm is applied on this problem. As a result of this optimization, the FOV coverage of the whole camera network is maximized. This study show that the proposed PSO method perform well and effectively applied in placement of security camera on any design of floor plan.

Item Type:Thesis (Masters)
Additional Information:Thesis (Sarjana Sains (Matematik Kejuruteraan)) - Universiti Teknologi Malaysia, 2013; Supervisor : Dr. Yeak Su Hoe
Subjects:Q Science > QA Mathematics
Divisions:Science
ID Code:78174
Deposited By: Fazli Masari
Deposited On:25 Jul 2018 16:19
Last Modified:25 Jul 2018 16:19

Repository Staff Only: item control page