Title :
Adaptive beamforming algorithms for smart antenna systems
Author :
Hossain, Shahera ; Islam, Mohammad Tariqul ; Serikawa, Seiichi
Author_Institution :
Dept. of Electr. Eng., Kyushu Inst. of Technol., Kitakyushu
Abstract :
Wireless communication is one of the most rapidly growing industries. The high demand for wireless communication services had led to an increase in system capacity. Then most elementary solution would be to increase bandwidth; however, this becomes ever more challenging as the electromagnetic spectrum is becoming increasingly congested. The ever-increasing demand for increased capacity in wireless communications services has led to developments of new technologies that exploit space selectivity. This is done through smart-antenna arrays and the associated adaptive beamforming algorithms. Smart-antenna systems provide opportunities for higher system capacity and improved quality of service among other things In this paper, two non-blind algorithms: Least Mean Square (LMS) and Normalized Least Mean Square (NLMS) algorithms were compared for a robust smart antenna system. It has been found that NLMS performs better in many respects than LMS and so we propose NLMS to be used by mobile companies when they will use smart antenna. Our findings are explained in details in the result and analysis section with graphs. Our comparison and findings were simulated using MATLAB.
Keywords :
adaptive antenna arrays; array signal processing; least mean squares methods; quality of service; radiocommunication; electromagnetic spectrum; nonblind adaptive beamforming algorithm; normalized least mean square method; quality-of-service; smart antenna array system; wireless communication service; Adaptive arrays; Array signal processing; Bandwidth; Communication industry; Electromagnetic spectrum; Least squares approximation; Quality of service; Robustness; Space technology; Wireless communication; Beamforming; LMS; NLMS; Smart antenna;
Conference_Titel :
Control, Automation and Systems, 2008. ICCAS 2008. International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-89-950038-9-3
Electronic_ISBN :
978-89-93215-01-4
DOI :
10.1109/ICCAS.2008.4694679