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基于端到端系统的导频插入和信道估计设计
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作者 卓娜娜 向路平 +1 位作者 胡杰 杨鲲 《移动通信》 2024年第6期34-39,51,共7页
自深度学习技术驱动的端到端通信系统解决方案被引入后,通信系统的架构模式已经发生了巨大的变革。虽然该技术在AWGN信道上表现良好,但在无线信道环境变化情况下,其表现并不尽如人意。因此,当前普遍采用的策略是引入导频信号,将导频按... 自深度学习技术驱动的端到端通信系统解决方案被引入后,通信系统的架构模式已经发生了巨大的变革。虽然该技术在AWGN信道上表现良好,但在无线信道环境变化情况下,其表现并不尽如人意。因此,当前普遍采用的策略是引入导频信号,将导频按照头部位置插入或固定间隔插入的方式插入数据流中,同时在端到端系统之外增设信道估计模块以补充信道信息。然而,这种做法实际上与端到端一体化的理念相矛盾。提出了一种综合的端到端系统,利用深度神经网络进行导频插入位置选择并设计接收机,使系统能够有效收集信道信息,进而顺利恢复传输数据。与传统的导频插入方案相比,该系统具备明显的性能优势,误码率降低1~2 dB。另外,针对各类信道环境,系统内部的导频插入算法都可以提供具有针对性且高效的导频插入方案,因此对通信环境具有极高的适应性。 展开更多
关键词 端到端系统 信道估计 深度神经网络 导频插入 动态通信环境
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High-Sensitivity Acquisition of Ultrahigh Dynamic Direct Sequence Spread Spectrum Signals in Space Communications 被引量:2
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作者 徐颖 袁洪 《China Communications》 SCIE CSCD 2013年第10期26-36,共11页
According to the requirements of the high-sensitivity acquisition of Direct Sequence Spread Spectrum(DSSS) signals under ultrahigh dynamic environments in space communications, a three-dimensional joint search of the ... According to the requirements of the high-sensitivity acquisition of Direct Sequence Spread Spectrum(DSSS) signals under ultrahigh dynamic environments in space communications, a three-dimensional joint search of the phase of Pseudo-Noise-code(PN-code),Doppler frequency and its rate-of-change is presented to achieve high sensitivity in sensing high-frequency dynamics. By eliminating the correlation peak loss caused by ultrahigh Doppler frequency and its rate-of-change offset,the proposed method improves the acquisition sensitivity by increasing the non-coherent accumulation time. The validity of the algorithm is proved by theoretical analysis and simulation results. It is shown that signals with a carrier- to-noise ratio as low as 39 dBHz can be captured with high performance when the Doppler frequency is up to ±1 MHz and its rate-of-change is up to ±200 kHz/s. 展开更多
关键词 direct sequence spread spectrum signals space communications ACQUISITION high sensitivity ultrahigh dynamic
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Dynamic selection scheme for cooperative relay under high mobility environment
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作者 赵军辉 Du Jiajiao 《High Technology Letters》 EI CAS 2014年第4期363-366,共4页
The mobility of relay has great influence on the performance of a cooperative relay system.This paper proposes a dynamic selection scheme under the amplify-and-forward communication mode in high mobility environment,b... The mobility of relay has great influence on the performance of a cooperative relay system.This paper proposes a dynamic selection scheme under the amplify-and-forward communication mode in high mobility environment,based on the estimation of channels and the power allocation for each relay node by comparing it with the pre-set threshold.This scheme is used to choose the cooperative relay dynamically for a multiple relay scenario.Simulation results show that this proposed relay selection scheme decreases the outage probability effectively,maintains system capacity well,and improves the performance of the relay system. 展开更多
关键词 high mobility cooperative relay dynamic selection
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