DocumentCode
3586539
Title
Comparative study of the Least Mean Square and Normalized Least Mean Square adaptive filters for positioning purposes
Author
El Mourabit, Ilham ; Badri, Abdelmajid ; Sahel, Aicha ; Baghdad, Abdennaceur
Author_Institution
Dept. of Electr. Eng., EEA&TI Lab., Mohammedia, Morocco
fYear
2014
Firstpage
1
Lastpage
4
Abstract
Positioning techniques based on cellular networks are gaining more attention thanks to their accuracy and availability in multiple environment compared to GPS signal which face a big difficulty to reach them. Those techniques can be enhanced with adaptive filtering process, In this paper we will try to introduce the chosen positioning method to work with then apply two different type of filters to compare their performances.
Keywords
adaptive filters; cellular radio; least mean squares methods; cellular networks; normalized least mean square adaptive filters; positioning purposes; Accuracy; Adaptive filters; Filtering algorithms; Finite impulse response filters; Least squares approximations; Mobile communication; Signal processing algorithms; LMS; MATLAB; NLMS; UTDOA; accuracy; adaptive filter; emergency calls; positioning;
fLanguage
English
Publisher
ieee
Conference_Titel
Microwave Symposium (MMS), 2014 14th Mediterranean
Print_ISBN
978-1-4799-7390-3
Type
conf
DOI
10.1109/MMS.2014.7088971
Filename
7088971
Link To Document