List-Based Detector and Access Points Selection in Cell-Free Massive MIMO Using LDPC Codes
编号:41 访问权限:仅限参会人 更新:2022-10-20 06:56:17 浏览:95次 口头报告

报告开始:2022年10月20日 10:15(Asia/Shanghai)

报告时间:15min

所在会场:[RS] Regular Session [RS3] RS3: Signal Detection and Channel Decoding

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摘要
This paper proposes a cell-free massive multiple-input multiple-output (CF-mMIMO) architecture with joint list-based detection with soft interference cancellation (soft-IC) and access points (APs) selection. In particular, we derive a new closed-form expression for the minimum mean-square error receive filter while taking the uplink transmit powers and APs selection into account. This is achieved by optimizing the receive combining vector by minimizing the mean square error between the detected symbol estimate and transmitted symbol, after canceling the multi-user interference (MUI). By using low-density parity check (LDPC) codes, an iterative detection and decoding (IDD) scheme based on a message passing is devised. In order to perform joint detection at the central processing unit (CPU), the access points locally estimate the channel and send their received sample data to the CPU via the front haul links. In order to enhance the system's bit error rate performance, the detected symbols are iteratively exchanged between the joint detector and the LDPC decoder in log likelihood ratio form. Furthermore, we draw insights into the derived detector as the number of IDD iterations increase. Finally, the proposed list detector is compared with existing detection techniques.
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报告人
Tonny Ssettumba
Pontifical Catholic University of Rio de Janeiro

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重要日期
  • 会议日期

    10月19日

    2022

    10月22日

    2022

主办单位
Zhejiang University
承办单位
Zhejiang University
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