Title :
Channel assignment in CDMA systems with Walsh and PN coding
Author_Institution :
Miltary Univ. of Technol., Warsaw, Poland
Abstract :
Many channels assignment procedures and allocation strategies for cellular network have been discussed for various multi-access methods. The channel allocation both for new calls and for handovered ones should minimise the co-channel interference. In CDMA, channels are creating by spreading and accessing codes. The signal-to-noise ratio (SNR) is generally dependent on the number of users N and correlation coefficients rk,i between sequences used for transmission. The codes assignment method based on the Hopfield neural network (HNN) with Kohonen (1982) self-organised future maps (KSOFM) is presented. A two-stage algorithm is proposed for DS-CDMA systems with heterogeneous cells. The cross-correlation coefficients are the main factors of minimised cost function that is calculated for the various traffic and multi-access interference parameters. The simulation model was examined for a number of PN sequences as well as for orthogonal Walsh mapping
Keywords :
Hopfield neural nets; cellular radio; cochannel interference; code division multiple access; digital simulation; multiuser channels; pseudonoise codes; self-organising feature maps; spread spectrum communication; telecommunication computing; DS-CDMA systems; Hopfield neural network; Kohonen self-organised feature maps; PN coding; PN sequences; SNR; Walsh coding; accessing codes; channel allocation; channel assignment; co-channel interference minimisation; codes assignment method; correlation coefficients; cross-correlation coefficients; handover calls; heterogeneous cells; minimised cost function; multi-access interference; new calls; orthogonal Walsh mapping; signal-to-noise ratio; simulation model; simulation program; spreading codes; traffic parameters; 3G mobile communication; Bit error rate; Channel allocation; Code standards; Hopfield neural networks; Interchannel interference; Land mobile radio cellular systems; Multiaccess communication; Quality of service; Signal to noise ratio;
Conference_Titel :
Vehicular Technology Conference, 2001. VTC 2001 Spring. IEEE VTS 53rd
Conference_Location :
Rhodes
Print_ISBN :
0-7803-6728-6
DOI :
10.1109/VETECS.2001.944525