DocumentCode :
2304953
Title :
Design of optimal complex spreading codes for DS-CDMA using an evolutionary approach
Author :
Natarajan, Balasubramaniam ; Das, Sanjoy ; Stevens, Daniel
Author_Institution :
Dept. of Electr. & Comput. Eng., Kansas State Univ., Manhattan, KS, USA
Volume :
6
fYear :
2004
fDate :
29 Nov.-3 Dec. 2004
Firstpage :
3882
Abstract :
The paper proposes a novel evolutionary approach to spreading code design in DS-CDMA. Specifically, a multiobjective evolutionary algorithm is used to generate complex spreading sequences that are optimized with respect to average mean square cross correlation and/or autocorrelation properties. A theoretical model is developed in order to demonstrate the optimality of the generated codes. The proposed algorithm enables spreading code design with no constraints on the code length. Furthermore, it is possible to generate K≥N codes of length N with very little cost in correlation properties. This results in significant capacity enhancement in DS-CDMA systems.
Keywords :
code division multiple access; codes; evolutionary computation; optimisation; sequences; spread spectrum communication; DS-CDMA; average mean square autocorrelation; average mean square cross correlation; capacity enhancement; complex spreading sequences; multiobjective evolutionary algorithm; optimal complex spreading code design; Autocorrelation; Bandwidth; Bit error rate; Costs; Error correction; Error correction codes; Evolutionary computation; Gold; Multiaccess communication; Multiple access interference;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Telecommunications Conference, 2004. GLOBECOM '04. IEEE
Print_ISBN :
0-7803-8794-5
Type :
conf
DOI :
10.1109/GLOCOM.2004.1379095
Filename :
1379095
Link To Document :
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