西安电子科技大学学报 ›› 2022, Vol. 49 ›› Issue (2): 1-10.doi: 10.19665/j.issn1001-2400.2022.02.001

• 信息与通信工程 •    下一篇

一种低复杂度的低信噪比前导检测算法

张阳1,2(),郑聒天1(),张建1(),庞立华1,3(),栾英姿1()   

  1. 1.西安电子科技大学 综合业务网理论及关键技术国家重点实验室,陕西 西安 710071
    2.东南大学 移动通信国家重点实验室,江苏 南京 210096
    3.西安科技大学 通信与信息工程学院,陕西 西安 710054
  • 收稿日期:2020-10-12 出版日期:2022-04-20 发布日期:2022-05-31
  • 通讯作者: 庞立华
  • 作者简介:张 阳(1984—),男,副教授,E-mail: yangzhang1984@gmail.com;|郑聒天(1996—),男,西安电子科技大学硕士研究生,E-mail: 479021147@qq.com;|张 建(1995—),男,西安电子科技大学硕士研究生,E-mail: zhangjian@pmlabs.com.cn;|栾英姿(1970—),女,副教授,E-mail: yzluan@mail.xidian.edu.cn
  • 基金资助:
    国家自然科学基金(61871300);国家自然科学基金(61701392);陕西省自然科学基础研究计划(2019JM324);陕西省重点研发计划(2021GY-050);西安科技大学优秀青年科学基金(2019YQ313);中央高校基本科研基金(JB210112)

Low complexity preamble detection algorithm in the low SNR region

ZHANG Yang1,2(),ZHENG Guotian1(),ZHANG Jian1(),PANG Lihua1,3(),LUAN Yingzi1()   

  1. 1. State Key Laboratory of Integrated Service Networks,Xidian University,Xi’an 710071,China
    2. National Mobile Communications Research Laboratory,Southeast University,Nanjing 210096,China
    3. School of Information Engineering,Xi’an University of Science and Technology,Xi’an 710054,China
  • Received:2020-10-12 Online:2022-04-20 Published:2022-05-31
  • Contact: Lihua PANG

摘要:

针对低信噪比情况下时域直接相关检测算法增加相关窗长度来提升检测性能与硬件可实现性之间的矛盾,提出了一种联合分段相关和选择分离多径接收检测算法。算法通过分段相关降低硬件实现复杂度,同时利用分离多径接收增加检测信号能量。MATLAB仿真结果表明,所提算法在信噪比为-17 dB时漏检概率和虚警概率都达到了10-4以下。同时,所提算法在引入选择分离多径接收算法后,增加了最佳判决门限的可选范围,从而降低了因为判决门限的选择不当对检测性能的影响。该算法在低信噪比环境下相较于直接相关检测和分段相关检测均有信噪比增益的提升。并且,所提算法所消耗的资源要远远小于现有算法,该算法虽然增加了复杂度,但是带来的增益是巨大的,所提算法可以在满足检测性能的同时,实现性能和代价的最优折中。最后,在单载波交织式频分多址系统中利用现场可编程门阵列实现了该算法,实现结果和MATLAB结果完全一致,表明该算法可应用于类似的低信噪比多用户通信系统中。

关键词: 无线通信, 低信噪比, 前导检测, 分段相关, 分离多径接收, 现场可编程门阵列

Abstract:

Aiming at the contradiction between achievement of an enhanced detection performance by increasing the correlation length of the traditional time-domain direct correlation detection algorithm and its associated hardware implementation feasibility,a joint segment correlation and selective RAKE (JSC-SRAKE) preamble detection algorithm is proposed.Specifically,this algorithm reduces the complexity of hardware implementation by utilizing the concept of segment correlation,and employs RAKE receiving technology to collect the multipath signals to increase the detection signal energy.MATLAB simulation results show that both the probabilities of the missed detection and the false alarm of our proposal are less than 10-4 when the SNR equals -17 dB.At the same time,the proposed algorithm increases the optional range of the optimal decision threshold after introducing the selective rake receiving algorithm,thereby reducing the impact of improper selection of the decision threshold on the detection performance.Compared with direct correlation detection and segment correlation detection,this algorithm has an improved gain in a low SNR region.Moreover,the resources consumed by the proposed algorithm are less than those by the existing algorithms.Although the algorithm increases the complexity,the gain it brings is huge.The algorithm proposed in this paper can achieve the optimal compromise between performance and cost while satisfying the detection performance.Finally,the algorithm is implemented by FPGA in the Single Carrier Interleaved Frequency Division Multiple Access (SC-IFDMA) system,with the results being consistent with those of MATLAB,indicating that the algorithm can be applied to multi-user communication systems with a similar low SNR.

Key words: wireless communication, low signal-to-noise ratio, preamble detection, segment correlation, RAKE receiver, FPGA implementation

中图分类号: 

  • TN92