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宽带波束形成在定点DSP上的实现

Implementation of braodband beamformer with fixed-point DSP

  • 摘要: 阐述了宽带波束形成算法在定点DSP上实现时需要考虑的问题,讨论了定点方式实现矩阵特征值分解和非线性运算.比较了宽带常规波束形成(CBF)和宽带稳健自适应波束形成(RCB)算法的定点和浮点实现结果,给出了快速实现和验证定点数字信号处理算法的方法和步骤.通过计算实际数据验证了这些方法的正确性,可以有效提高在定点DSP上开发复杂数字信号处理算法的效率.

     

    Abstract: Problems about implementing beamforming on fixed-point DSP, such as eigenvalue-decomposition of matrix and non-linear calculation, are discussed and solutions to these problems are given out in this paper.Two methods, conventional beamforming(CBF) and robust Capon beamforming(RCB) implemented with floating-point and fixed-point are compared.Performance of using Jacobi method to calculate the eigenvalue-decomposition of Hemritten matrix with floating-point and fixed-point are compared.Steps to quickly developing signal processing algorithms on fixed-point DSP are briefly described and given out as references for future work.

     

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