所属单位：电子信息工程学院

教研室：通信工程系

发表刊物：IEEE Transactions on Wireless Communications

刊物所在地：美国

项目来源：国家自然科学基金面上项目，国家重点研发计划，北京市自然科学基金

摘要：This paper studies a cell-free MIMO (cf-MIMO) system that consists of a central unit (CU), N distributed base stations (BSs) and K users. The BSs are connected to CU via N independent backhaul (BH) links of finite capacities. The BSs are uncoordinated, i.e. each one is ignorant of the others. We study a lattice network coding (LNC) scheme for cf-MIMO. In the uplink, the K users encode their messages with a practical 2m-ary channel code mapped to 2m-PAM, belonging to the ensemble of lattice codes, and transmit simultaneously. Each BS computes independent streams of integer-combinations of the users’ messages, referred to as network coding (NC) streams. The NC streams are forwarded to the CU via BH. The CU aggregates all NC streams from the N BSs, and recovers K users’ messages. We derive the achievable symmetric rate of the LNC scheme. Further, we solve a “bounded independent vectors problem” (BIVP) which identifies a near-optimal set of NC coefficient vectors. The solution maximizes the number of correctly computed NC streams at each BS. For practical implementation, we develop new soft detection algorithms for LNC decoding. The per-user complexity is proved to be no greater than O(K), suitable for cf-MIMO with a large number of users. Our developed LNC based cf-MIMO exhibits superior frame error rate (FER) and spectral efficiency over existing non- LNC based schemes. Such advances are achieved with low-cost parallel processing and efficient usage of the BH.

论文类型：期刊论文

一级学科：信息与通信工程

文献类型：期刊

是否译文：否

发表时间：2024-02-01

收录刊物：SCI