摘要: |
在通用处理器上进行信号处理是软件无线电发展的方向之一,现有的共享存储并行编程(OpenMP)和直接线程并行法难以对信号处理进行并行加速。针对串行算法的并行化问题,引入多核流水线方法,对传统串行方法和多核流水线的实时性进行了分析对比。针对多核流水线的同步问题,研究了一种分布式的自适应线程同步方法。结合信号处理实例,对串行方法和多核流水线的实时性进行测试,结果表明多核流水线的吞吐率是串行方法的2.1倍,处理能力大大提高。 |
关键词: 软件无线电 通用处理器 多核流水线 串行方法 分步式自适应同步 |
DOI: |
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基金项目:国家自然科学基金资助项目(61271265) |
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An adaptive synchronization method for multi-core pipeline of general purpose processor |
YAN Di,SHUAI Weiyi,SUN Ke,LI Xiaoyu |
(Department of Optical and Electronic Equipment,Aerospace Engineering University,Beijing 101416,China;Beijing Aerospace Control Center,Beijing 102206,China) |
Abstract: |
Signal processing on general purpose processor is one of the directions of software radio development.Open multi-processing(OpenMP) and the direct thread parallel method have difficulty in parallel acceleration of signal processing.Aiming at the parallelization of the serial algorithm,the multi-core pipeline is introduced,and the real-time performance of the traditional serial method and the multi-core pipeline are analyzed and compared.Aiming at the synchronization problem of multi-core pipeline,a distributed adaptive thread synchronization method is studied.Combined with the signal processing example,the real-time performance of serial method and multi-core pipeline is tested and results show that throughput rate of multi-core pipeline is 2.1 times that of serial method,so the processing power is greatly improved. |
Key words: software defined radio(SDR) general purpose processor multi-core pipeline serial method distributed adaptive synchronization |