High-performance adaptive GPS attitude determination VLSI architecture

E. F. Stefatos, T. Arslan
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引用次数: 15

Abstract

The paper presents an adaptive VLSI hardware architecture for an attitude determination system (ADS), which is based on Global Positioning System (GPS) measurements. The system composes the digital core of a GPS receiver, which manipulates the input data in order to resolve the attitude of a vehicle. The adaptation of this architecture is achieved by using a fine-grained parallel genetic algorithm (PGA) that is employed to compute more efficiently the attitude determination algorithm in terms of speed performance. The PGA consists of 64 processing elements (PEs), which are connected in the formation of an 8/spl times/8 array. Moreover, the hardware block that computes the fitness function of the PGA employs coordinate rotation digital computer (CORDIC) algorithms in order to increase the throughput rate of the ADS further.
高性能自适应GPS姿态确定VLSI结构
提出了一种基于全球定位系统(GPS)测量的姿态确定系统(ADS)的自适应VLSI硬件结构。该系统由GPS接收机的数字核心组成,该数字核心对输入数据进行处理,以解决车辆的姿态问题。采用细粒度并行遗传算法(PGA)实现了对该结构的适应,该算法在速度性能方面提高了姿态确定算法的计算效率。PGA由64个处理单元(pe)组成,这些处理单元以8/ sp1 × /8的形式连接在一起。此外,计算PGA适应度函数的硬件块采用坐标旋转数字计算机(CORDIC)算法,进一步提高了ADS的吞吐率。
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