e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers

Aug 2019 - Volume 10, Issue 4
Deadline: 15 Jul 2019
Notification: 15 Aug 2019
Publication: 31 Aug 2019

Oct 2019 - Volume 10, Issue 5
Deadline: 15 Sep 2019
Notification: 15 Oct 2019
Publication: 30 Oct 2019

Indexed in

IJCSE Indexed in Scopus

ABSTRACT

Title : COMPARISONS OF VARIOUS MEASUREMENTS IN WI-FI SIGNAL STRENGTH BY TUNING OF PARAMETERS USING SVM
Authors : Dr.Ayyappan.G, Dr.A.Kumaravel
Keywords : SVM, User localization, Wi-Fi signal strength, Fuzzy logic, Polykernel
Issue Date : Jun-Jul 2019
Abstract :
Detecting users in an indoor environment based on Wi-Fi signal strength has a wide domain of applications. This can be used for objectives like locating users in smart home systems, locating criminals in bounded regions, obtaining the count of users on an access point etc. The paper develops an optimized model that could be deployed in monitoring and tracking devices used for locating users based on the Wi-Fi signal strength they receive in their personal devices. Here, we procure data of signal strengths from various routers, map them to the user’s location and consider this mapping as a classification problem. In this research work focuses on optimization strategy those results in better accuracy of the model by using the support vector machine.
Page(s) : 74-82
ISSN : 0976-5166
Source : Vol. 10, No.3
PDF : Download
DOI : 10.21817/indjcse/2019/v10i2/191002014