Title :
Indoor LED-Based identification systems using adaptive MMSE equalizer for optical multipath dispersion reduction
Author :
Yi, Ying ; Lee, Kyujin ; Jang, Yeong Min ; Cha, Jaesang ; Kim, Jin Young ; Lee, Kyesan
Author_Institution :
Dept. of Electron. & Radio Eng., Kyung Hee Univ., Seoul, South Korea
Abstract :
In this paper, we investigate a novel identification (ID) system using LED light as emitter, named as LED-ID. In such a system, the optical signals are typically modeled as a reflection component and a directed line of sight (LOS) component, since the signals are transmitted over the non-directed LOS links. Therefore, inter-symbol interference (ISI) induced by multipath dispersion that results from optical signals passing through more than one path critically influences the performance of optical wireless (OW) communications. In this paper, we propose the adaptive MMSE equalizer scheme to suppress the multipath ISI, since this scheme can minimize the mean square error (MSE) between the desired equalizer output and the actual equalizer output. We compared the following two algorithms: least mean square (LMS) and recursive least square (RLS). Our computer simulations demonstrated that LED-ID using an adaptive MMSE equalizer can alleviate the serious effects of optical multipath dispersion.
Keywords :
adaptive equalisers; interference suppression; intersymbol interference; least mean squares methods; light emitting diodes; light interference; optical communication; optical dispersion; LED-ID system; LMS algorithm; MSE algorithm; OW communications; RLS algorithm; adaptive MMSE equalizer; directed LOS component; directed line-of-sight component; indoor LED-based identification systems; intersymbol interference; least mean square algorithm; mean square error algorithm; multipath ISI interference suppression; nondirected LOS links; optical multipath dispersion reduction; optical signals; optical wireless communications; recursive least square algorithm; reflection component; Dispersion; Equalizers; Interference; Light emitting diodes; Optical receivers; Optical reflection; Optical transmitters; Adaptive MMSE equalizer; LED-ID; Optical multipath dispersion; VLC;
Conference_Titel :
ICT Convergence (ICTC), 2011 International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4577-1267-8
DOI :
10.1109/ICTC.2011.6082557