Multi-user indoor optical wireless communication system channel control using a genetic algorithm

被引:10
作者
Higgins, M. D. [1 ]
Green, R. J. [1 ]
Leeson, M. S. [1 ]
Hines, E. L. [1 ]
机构
[1] Univ Warwick, Sch Engn, Coventry CV4 7AL, W Midlands, England
关键词
LOCAL-AREA-NETWORKS; INFRARED CHANNELS; OPTIMIZATION; DIFFUSER; PATTERN; DESIGN;
D O I
10.1049/iet-com.2010.0204
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A genetic algorithm controlled multispot transmitter is demonstrated that is capable of optimising the received power distribution for randomly aligned single element receivers in multiple fully diffuse optical wireless communications systems with multiple mobile users. Using a genetic algorithm to control the intensity of individual diffusion spots, system deployment environment changes, user movement and user alignment can be compensating for, with negligible impact on the bandwidth and root mean square delay spread. It is shown that the dynamic range, referenced against the peak received power, can be reduced up to 27% for empty environments and up to 26% when the users are moving. Furthermore, the effect of user movement, that can perturb the channel up to 8%, can be reduced to within 5% of the optimised case. Compared to alternative bespoke designs that are capable of mitigating optical wireless channel drawbacks, this method provides the possibility of cost-effectiveness for mass-produced receivers in applications where end-user friendliness and mobility are paramount.
引用
收藏
页码:937 / 944
页数:8
相关论文
共 34 条
[1]  
Back T., 1997, IEEE Transactions on Evolutionary Computation, V1, P3, DOI 10.1109/4235.585888
[2]  
Back T., 1996, EVOLUTIONARY ALGORIT, DOI DOI 10.1093/OSO/9780195099713.001.0001
[3]  
Baker JE, 1987, P 2 INT C GEN ALG, V206, P14, DOI DOI 10.1007/S10489-006-0018-Y
[4]   SIMULATION OF MULTIPATH IMPULSE-RESPONSE FOR INDOOR WIRELESS OPTICAL CHANNELS [J].
BARRY, JR ;
KAHN, JM ;
KRAUSE, WJ ;
LEE, EA ;
MESSERSCHMITT, DG .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1993, 11 (03) :367-379
[5]   Modeling of nondirected wireless infrared channels [J].
Carruthers, JB ;
Kahn, JM .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1997, 45 (10) :1260-1268
[6]   Propagation modelling for indoor optical wireless communications using fast multi-receiver channel estimation [J].
Carruthers, JB ;
Carroll, SM ;
Kannan, P .
IEE PROCEEDINGS-OPTOELECTRONICS, 2003, 150 (05) :473-481
[7]   Iterative site-based modeling for wireless infrared channels [J].
Carruthers, JB ;
Kannan, P .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2002, 50 (05) :759-765
[8]   A feature extraction and pattern recognition receiver employing wavelet analysis and artificial intelligence for signal detection in diffuse optical wireless communications [J].
Dickenson, RJ ;
Ghassemlooy, Z .
IEEE WIRELESS COMMUNICATIONS, 2003, 10 (02) :64-72
[9]   Analysis of infrared wireless links employing multibeam transmitters and imaging diversity receivers [J].
Djahani, P ;
Kahn, JM .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2000, 48 (12) :2077-2088
[10]   Novel approach for increasing the peak-to-average optical power ratio in rate-adaptive optical wireless communication systems [J].
García-Zambrana, A ;
Puerta-Notario, A .
IEE PROCEEDINGS-OPTOELECTRONICS, 2003, 150 (05) :439-444