首页> 外文会议>Fifth International Symposium on Instrumentation and Control Technology; Oct 24-27, 2003; Beijing, China >Optimized design of an embedded DSP system's hardware supporting complex algorithms
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Optimized design of an embedded DSP system's hardware supporting complex algorithms

机译:支持复杂算法的嵌入式DSP系统硬件的优化设计

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The paper presents an optimized design method for a flexible and economical embedded DSP system that can implement complex processing algorithms as biometric recognition, real-time image processing, etc. It consists of a floating-point DSP, 512Kbytes data RAM, 1Mbytes FLASH program memory, a CPLD for achieving flexible logic control of input channel and a RS-485 transceiver for local network communication. Because of employing a high performance-price ratio DSP TMS320C6712 and a large FLASH in the design, this system permits loading and performing complex algorithms with little algorithm optimization and code reduction. The CPLD provides flexible logic control for the whole DSP board, especially in input channel, and allows convenient interface between different sensors and DSP system. The transceiver circuit can transfer data between DSP and host computer. In the paper, some key technologies are also introduced which make the whole system work efficiently. Because of the characters referred above, the hardware is a perfect flat for multi-channel data collection, image processing, and other signal processing with high performance and adaptability. The application section of this paper presents how this hardware is adapted for the biometric identification system with high identification precision. The result reveals that this hardware is easy to interface with a CMOS imager and is capable of carrying out complex biometric identification algorithms, which require real-time process.
机译:本文提出了一种灵活,经济的嵌入式DSP系统的优化设计方法,该系统可以实现复杂的处理算法,如生物识别,实时图像处理等。它由浮点DSP,512 KB数据RAM,1 MB FLASH程序存储器组成,用于实现输入通道的灵活逻辑控制的CPLD和用于本地网络通信的RS-485收发器。由于在设计中采用了高性能价格比的DSP TMS320C6712和大型FLASH,因此该系统允许加载和执行复杂的算法,而算法优化和代码减少却很少。 CPLD为整个DSP板(尤其是在输入通道中)提供灵活的逻辑控制,并允许不同传感器与DSP系统之间的便捷接口。收发器电路可以在DSP和主机之间传输数据。本文还介绍了使整个系统有效运行的一些关键技术。由于上述特征,该硬件是高性能和高适应性的多通道数据收集,图像处理和其他信号处理的理想平台。本文的应用部分介绍了该硬件如何适用于具有高识别精度的生物识别系统。结果表明,该硬件易于与CMOS成像器接口,并且能够执行复杂的生物特征识别算法,这需要实时处理。

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