DocumentCode :
2000455
Title :
Demodulation of a chaos-based CDMA system using support vector machine
Author :
Kao, Johnny W H ; Berber, Stevan M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Auckland Univ., Auckland
fYear :
2008
fDate :
7-9 May 2008
Firstpage :
69
Lastpage :
72
Abstract :
This paper presents the algorithm and the result of a novel demodulation technique for a chaos-based CDMA system. Standard CIC filters are applied for interpolating the transmitted signal, in order to retrieve more sample points without increasing the systempsilas bandwidth. Then the original binary message for each user is retrieved by means of a support vector machine demodulator. Simulation results show that this new approach significantly outperforms the conventional method of using matched filters by 7 to 10 dB.
Keywords :
chaotic communication; code division multiple access; matched filters; support vector machines; binary message; chaos-based CDMA system; demodulator; matched filters; standard CIC filters; support vector machine; AWGN; Chaos; Chaotic communication; Correlators; Demodulation; Detectors; Multiaccess communication; Support vector machine classification; Support vector machines; Transmitters; CDMA; chaos; interpolation; support vector machine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Pervasive Computing, 2008. ISWPC 2008. 3rd International Symposium on
Conference_Location :
Santorini
Print_ISBN :
978-1-4244-1652-3
Electronic_ISBN :
978-1-4244-1653-0
Type :
conf
DOI :
10.1109/ISWPC.2008.4556168
Filename :
4556168
Link To Document :
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