A novel WIFI indoor positioning method based on Genetic Algorithm and Twin Support Vector Regression

26th Chinese Control and Decision Conference, CCDC 2014

Volumn , Issue , 2014, Pages 4859-4862

  Le, Wenhua ^a   Wang, Zhanbin ^a   Wang, Jingcheng ^a   Zhao, Guanglei ^a   Miao, Haoxuan ^a  

^a Key Laboratory of Marine Intelligent Equipment and System of Ministry of Education   (China)

Author keywords

GA; indoor positioning; SVR; TSVR

Indexed keywords

ALGORITHMS; GALLIUM; GENETIC ALGORITHMS;

COMPUTATION TIME; INDOOR POSITIONING; LOCAL OPTIMA; SUPPORT VECTOR REGRESSION (SVR); SVR; TSVR;

REGRESSION ANALYSIS;

EID: 84905229920     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCDC.2014.6853043     Document Type: Conference Paper

References (7)

1. Kaemarungsi K, Krishnamurthy P, Modeling of indoor positioning systems based on location fingerprinting, INFOCOM 2004. Twenty-third AnnualJoint Conference of the IEEE Computer and Communications Societies. IEEE, Vol. 2, 1012-1022,2004
2. Li B, Salter J, Dempster A G, Indoor positioning techniques based on wireless LAN, In LAN, First IEEE International Conference on Wireless Broadband and Ultra Wideband Communications. 2006
3. Kaemarungsi K, Efficient design of indoor positioning systems based on location fingerprinting, Wireless Networks, Communications and Mobile Computing, 2005 International Conference on. IEEE, Vol. 1: 181-186, 2005
4. Swangmuang N, Krishnamurthy P, Location fingerprint analyses toward efficient indoor positioning, Pervasive Computing and Communications, 2008. PerCom 2008. Sixth Annual IEEE International Conference on. IEEE, 100-109, 2008
5. Ma J, Li X, Tao X, Cluster filtered KNN: A WLAN-based indoor positioning scheme, World of Wireless, Mobile and Multimedia Networks, 2008. WoWMoM 2008. 2008 International Symposium on a. IEEE, 1-8, 2008
6. Wassi G I, Despins C, Grenier D, Indoor location using received signal strength of IEEE 802. 11 b access point, Electrical and Computer Engineering, 2005. Canadian Conference on. IEEE, 1367-1370, 2005
7. Peng X, TSVR: an efficient twin support vector machine for regression, Neural Networks, Vol. 23, No. 3, 365-372, 2010.