Title :
A Rapid Development Approach for Signal Strength Based Location Systems
Author :
Ahmed, U. ; Gavrilov, Andrey ; Lee, Sungyoung ; Lee, Young-Koo
Author_Institution :
Kyung Hee Univ., Seoul
Abstract :
Location systems are core technologies for enabling pervasive computing smart spaces. Signal strength based location estimation offers economical viability and sufficient accuracy for numerous location based services. Despite extensive research being carried out in this positioning method, tedious and lengthy development life cycle prohibits wide scale deployment of these systems. We present a new approach based on online machine learning paradigm which significantly reduces the development time. Besides rapid development of location systems this approach shows competitive location accuracy and allows incremental expansion of location system.
Keywords :
estimation theory; learning (artificial intelligence); software engineering; ubiquitous computing; location estimation; location systems; online machine learning; pervasive computing smart spaces; positioning method; rapid development approach; signal strength; Calibration; Databases; Environmental economics; Global Positioning System; Indoor environments; Mobile radio mobility management; Nearest neighbor searches; Pattern matching; Pervasive computing; Space technology;
Conference_Titel :
Intelligent Pervasive Computing, 2007. IPC. The 2007 International Conference on
Conference_Location :
Jeju City
Print_ISBN :
978-0-7695-3006-2
DOI :
10.1109/IPC.2007.62
