DocumentCode
3579473
Title
Experimental multiuser mobile optical communication using compressive sensing
Author
Perez-Ramirez, J. ; Curry, E. ; Borah, D.K. ; Hinojo, J.M.
Author_Institution
Klipsch Sch. of Electr. & Comput. Eng., New Mexico State Univ., Las Cruces, NM, USA
fYear
2014
Firstpage
462
Lastpage
468
Abstract
This paper presents a multiuser mobile optical wireless communication system that uses a single digital camera to receive signals transmitted by multiple users using light-emitting diode (LED) arrays. The key idea is to sample only the engaged camera pixels affected by the signals from the users. Toward this aim, image frames received during an acquisition phase are used to estimate the signal support of the users in the image plane using the orthogonal matching pursuit (OMP) algorithm in a compressed sensing framework. The detected signal support is then clustered and tracked using Kalman Filters. Both numerical methods and hardware experiments are used to validate the algorithms. The proposed system is found to provide excellent performance even for users with weak transmitted signals.
Keywords
Kalman filters; cameras; compressed sensing; iterative methods; light emitting diodes; mobile communication; optical communication; time-frequency analysis; Kalman filters; LED arrays; OMP algorithm; acquisition phase; camera pixels; compressed sensing framework; detected signal support; digital camera; experimental multiuser mobile optical wireless communication; hardware experiment; image frames; image plane; light-emitting diode arrays; orthogonal matching pursuit algorithm; Cameras; Light emitting diodes; Mathematical model; Optical sensors; Receivers; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Globecom Workshops (GC Wkshps), 2014
Type
conf
DOI
10.1109/GLOCOMW.2014.7063475
Filename
7063475
Link To Document