Resource and Performance Evaluations of Fixed Point QRD-RLS Systolic Array through FPGA Implementation
At present, when using space-time processing techniques with multiple antennas for mobile radio communication, real-time weight adaptation is necessary. Due to the progress of integrated circuit technology, dedicated processor implementation with ASIC or FPGA can be employed to implement various wir...
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Veröffentlicht in: | IEICE Transactions on Communications 2008/04/01, Vol.E91.B(4), pp.1068-1075 |
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description | At present, when using space-time processing techniques with multiple antennas for mobile radio communication, real-time weight adaptation is necessary. Due to the progress of integrated circuit technology, dedicated processor implementation with ASIC or FPGA can be employed to implement various wireless applications. This paper presents a resource and performance evaluation of the QRD-RLS systolic array processor based on fixed-point CORDIC algorithm with FPGA. In this paper, to save hardware resources, we propose the shared architecture of a complex CORDIC processor. The required precision of internal calculation, the circuit area for the number of antenna elements and wordlength, and the processing speed will be evaluated. The resource estimation provides a possible processor configuration with a current FPGA on the market. Computer simulations assuming a fading channel will show a fast convergence property with a finite number of training symbols. The proposed architecture has also been implemented and its operation was verified by beamforming evaluation through a radio propagation experiment. |
doi_str_mv | 10.1093/ietcom/e91-b.4.1068 |
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Commun.</addtitle><description>At present, when using space-time processing techniques with multiple antennas for mobile radio communication, real-time weight adaptation is necessary. Due to the progress of integrated circuit technology, dedicated processor implementation with ASIC or FPGA can be employed to implement various wireless applications. This paper presents a resource and performance evaluation of the QRD-RLS systolic array processor based on fixed-point CORDIC algorithm with FPGA. In this paper, to save hardware resources, we propose the shared architecture of a complex CORDIC processor. The required precision of internal calculation, the circuit area for the number of antenna elements and wordlength, and the processing speed will be evaluated. The resource estimation provides a possible processor configuration with a current FPGA on the market. Computer simulations assuming a fading channel will show a fast convergence property with a finite number of training symbols. 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Commun.</addtitle><date>2008-04-01</date><risdate>2008</risdate><volume>E91.B</volume><issue>4</issue><spage>1068</spage><epage>1075</epage><pages>1068-1075</pages><issn>0916-8516</issn><eissn>1745-1345</eissn><abstract>At present, when using space-time processing techniques with multiple antennas for mobile radio communication, real-time weight adaptation is necessary. Due to the progress of integrated circuit technology, dedicated processor implementation with ASIC or FPGA can be employed to implement various wireless applications. This paper presents a resource and performance evaluation of the QRD-RLS systolic array processor based on fixed-point CORDIC algorithm with FPGA. In this paper, to save hardware resources, we propose the shared architecture of a complex CORDIC processor. The required precision of internal calculation, the circuit area for the number of antenna elements and wordlength, and the processing speed will be evaluated. 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subjects | Antennas Applied sciences Architecture CORDIC Detection, estimation, filtering, equalization, prediction Equipments and installations Exact sciences and technology Fading Field programmable gate arrays Fixed points (mathematics) FPGA Information, signal and communications theory Mathematical analysis Microprocessors Mobile radiocommunication systems Performance evaluation QR decomposition Radiocommunications RLS Signal and communications theory Signal, noise Systems, networks and services of telecommunications systolic array Systolic arrays Telecommunications Telecommunications and information theory Transmission and modulation (techniques and equipments) |
title | Resource and Performance Evaluations of Fixed Point QRD-RLS Systolic Array through FPGA Implementation |
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