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A simple pipelined logarithmic multiplier

机译:简单的流水线对数倍增器

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Digital signal processing algorithms often rely heavily on a large number of multiplications, which is both time and power consuming. However, there are many practical solutions to simplify multiplication, like truncated and logarithmic multipliers. These methods consume less time and power but introduce errors. Nevertheless, they can be used in situations where a shorter time delay is more important than accuracy. In digital signal processing, these conditions are often met, especially in video compression and tracking, where integer arithmetic gives satisfactory results. This paper presents and compare different multipliers in a logarithmic number system. For the hardware implementation assessment, the multipliers are implemented on the Spartan 3 FPGA chip and are compared against speed, resources required for implementation, power consumption and error rate. We also propose a simple and efficient logarithmic multiplier with the possibility to achieve an arbitrary accuracy through an iterative procedure. In such a way, the error correction can be done almost in parallel (actually this is achieved through pipelining) with the basic multiplication. The hardware solution involves adders and shifters, so it is not gate and power consuming. The error of proposed multiplier for operands ranging from 8 bits to 16 bits indicates a very low relative error percentage.
机译:数字信号处理算法通常依赖于大量乘法,这既是时间和功耗。但是,有许多实际解决方案来简化乘法,如截断和对数乘法器。这些方法消耗更少的时间和功率,但引入错误。然而,它们可以在较短时间延迟比准确性更重要的情况下使用。在数字信号处理中,这些条件通常会满足,尤其是在视频压缩和跟踪中,其中整数算术提供了令人满意的结果。本文在对数号系统中展示并比较了不同的乘法器。对于硬件实现评估,乘法器在Spartan 3 FPGA芯片上实现,并与速度进行比较,实现,功耗和错误率所需的资源。我们还提出了一种简单高效的对数乘数,可以通过迭代程序实现任意准确性。以这样的方式,可以几乎并行地完成纠错(实际上这通过流水线实现)具有基本乘法。硬件解决方案涉及加法器和移位器,因此它不是栅极和功耗。从8位到16位的操作数的提出乘法器的错误表示相对误差百分比非常低。

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