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
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