Study on CGM-LMS Hybrid Based Adaptive Beam Forming Algorithm for CDMA Uplink Channel 


Vol. 32,  No. 9, pp. 895-904, Sep.  2007


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  Abstract

This paper proposes a robust sub-optimal smart antenna in Code Division Multiple Access (CDMA) basestation. It makes use of the property of the Least Mean Square (LMS) algorithm and the Conjugate Gradient Method (CGM) algorithm for beamforming processes. The weight update takes place at symbol level which follows the PN correlators of receiver module under the assumption that the post correlation desired signal power is far larger than the power of each of the interfering signals. The proposed algorithm is simple and has as low computational load as five times of the number of antenna elements(O(5N)) as a whole per each snapshot. The output Signal to Interference plus Noise Ratio (SINR) of the proposed smart antenna system when the weight vector reaches the steady state has been examined. It has been observed in computer simulations that proposed beamforming algorithm improves the SINR significantly compared to the single antenna case. The convergence property of the weight vector has also been investigated to show that the proposed hybrid algorithm performs better than CGM and LMS during the initial stage of the weight update iteration. The Bit Error Rate (BER) characteristics of the proposed array has also been shown as the processor input Signal to Noise Ratio (SNR) varies.

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  Cite this article

[IEEE Style]

Y. Hong, "Study on CGM-LMS Hybrid Based Adaptive Beam Forming Algorithm for CDMA Uplink Channel," The Journal of Korean Institute of Communications and Information Sciences, vol. 32, no. 9, pp. 895-904, 2007. DOI: .

[ACM Style]

Young-Jin Hong. 2007. Study on CGM-LMS Hybrid Based Adaptive Beam Forming Algorithm for CDMA Uplink Channel. The Journal of Korean Institute of Communications and Information Sciences, 32, 9, (2007), 895-904. DOI: .

[KICS Style]

Young-Jin Hong, "Study on CGM-LMS Hybrid Based Adaptive Beam Forming Algorithm for CDMA Uplink Channel," The Journal of Korean Institute of Communications and Information Sciences, vol. 32, no. 9, pp. 895-904, 9. 2007.

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pISSN : 1226 - 4717
eISSN : 2287 - 3880