Unsourced random access(URA)is a new perspective of massive access which aims at supporting numerous machine-type users.With the appearance of carrier frequency offset(CFO),joint activity detection and channel estimat...Unsourced random access(URA)is a new perspective of massive access which aims at supporting numerous machine-type users.With the appearance of carrier frequency offset(CFO),joint activity detection and channel estimation,which is vital for multiple-input and multiple-output URA,is a challenging task.To handle the phase corruption of channel measurements under CFO,a novel compressed sensing algorithm is proposed,leveraging the parametric bilinear generalized approximate message passing framework with a Markov chain support model that captures the block sparsity structure of the considered angular domain channel.An uncoupled transmission scheme is proposed to reduce system complexity,where slot-emitted messages are reorganized relying on clustering unique user channels.Simulation results reveal that the proposed transmission design for URA under CFO outperforms other potential methods.展开更多
针对高速铁路(简称:高铁)动车组部件故障诊断和预测的业务需求,依托动车组故障预测与健康管理(PHM,Prognostic and Health Management)系统,在基于人工智能的高铁动车组智能运营维护(简称:运维)算法研究平台中构建高铁动车组智能运维数...针对高速铁路(简称:高铁)动车组部件故障诊断和预测的业务需求,依托动车组故障预测与健康管理(PHM,Prognostic and Health Management)系统,在基于人工智能的高铁动车组智能运营维护(简称:运维)算法研究平台中构建高铁动车组智能运维数据分析系统。介绍了高铁动车组智能运维算法研究平台的架构,以及高铁动车组智能运维数据分析系统的数据处理流程和关键算法。并以高铁动车组客室空调为例,选取客室空调相关传感器数据进行数据分析,得到影响客室空调健康状况的特征,并对聚类结果进行健康度数据标注,作为客室空调健康评估模型开发的基础。展开更多
The further integration of telecommunications and industry has been consider⁃able and is expected to bring significant benefits to society and economics in 6G.It also forms some evolution trends for next-generation co...The further integration of telecommunications and industry has been consider⁃able and is expected to bring significant benefits to society and economics in 6G.It also forms some evolution trends for next-generation communication systems,including further rises in machine-type communications(MTC),uplink-dominated systems,and decentral⁃ized structures.However,the existing access protocols are not friendly to these trends.This paper analyzes the problems of existing access protocols and provides novel access technologies to solve them.These technologies include contention-based non-orthogonal multiple access(NOMA),data features,enhanced pilot design and successive interference cancellation(SIC)of diversity.With these key enablers,truly grant-free access can be re⁃alized,and some potential modifications of protocols are then analyzed.Finally,this paper uses massive and critical scenarios in digital transformations to show the great necessity of introducing novel access technologies into future communication protocols.展开更多
At the Winter Olympic Games held in CalgaryiR CSR8d8I ChiR6S6 sthl6t6 Li YSR WOR 8 go旧 i6d8Ifor short－t旧oh speed skating、The following day aposter entitled”Magic Dragon Soaring1withva旧ntand he巾KU pZcturedon氏 w...At the Winter Olympic Games held in CalgaryiR CSR8d8I ChiR6S6 sthl6t6 Li YSR WOR 8 go旧 i6d8Ifor short－t旧oh speed skating、The following day aposter entitled”Magic Dragon Soaring1withva旧ntand he巾KU pZcturedon氏 wasd【spoayedIn local streetsand fan铭．展开更多
基金supported by the ZTE Industry⁃University⁃Institute Cooperation Funds under Grant No.HC⁃CN⁃20201116001.
文摘Unsourced random access(URA)is a new perspective of massive access which aims at supporting numerous machine-type users.With the appearance of carrier frequency offset(CFO),joint activity detection and channel estimation,which is vital for multiple-input and multiple-output URA,is a challenging task.To handle the phase corruption of channel measurements under CFO,a novel compressed sensing algorithm is proposed,leveraging the parametric bilinear generalized approximate message passing framework with a Markov chain support model that captures the block sparsity structure of the considered angular domain channel.An uncoupled transmission scheme is proposed to reduce system complexity,where slot-emitted messages are reorganized relying on clustering unique user channels.Simulation results reveal that the proposed transmission design for URA under CFO outperforms other potential methods.
文摘针对高速铁路(简称:高铁)动车组部件故障诊断和预测的业务需求,依托动车组故障预测与健康管理(PHM,Prognostic and Health Management)系统,在基于人工智能的高铁动车组智能运营维护(简称:运维)算法研究平台中构建高铁动车组智能运维数据分析系统。介绍了高铁动车组智能运维算法研究平台的架构,以及高铁动车组智能运维数据分析系统的数据处理流程和关键算法。并以高铁动车组客室空调为例,选取客室空调相关传感器数据进行数据分析,得到影响客室空调健康状况的特征,并对聚类结果进行健康度数据标注,作为客室空调健康评估模型开发的基础。
文摘The further integration of telecommunications and industry has been consider⁃able and is expected to bring significant benefits to society and economics in 6G.It also forms some evolution trends for next-generation communication systems,including further rises in machine-type communications(MTC),uplink-dominated systems,and decentral⁃ized structures.However,the existing access protocols are not friendly to these trends.This paper analyzes the problems of existing access protocols and provides novel access technologies to solve them.These technologies include contention-based non-orthogonal multiple access(NOMA),data features,enhanced pilot design and successive interference cancellation(SIC)of diversity.With these key enablers,truly grant-free access can be re⁃alized,and some potential modifications of protocols are then analyzed.Finally,this paper uses massive and critical scenarios in digital transformations to show the great necessity of introducing novel access technologies into future communication protocols.
文摘At the Winter Olympic Games held in CalgaryiR CSR8d8I ChiR6S6 sthl6t6 Li YSR WOR 8 go旧 i6d8Ifor short－t旧oh speed skating、The following day aposter entitled”Magic Dragon Soaring1withva旧ntand he巾KU pZcturedon氏 wasd【spoayedIn local streetsand fan铭．
