Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Chinese Journal of Radio Science》 2004-02
Add to Favorite Get Latest Update

Blind beamforming using neural network

SUN Xu-bao 1,2 ZHONG Shun-shi 1 (1.School of Communication and Information Engineering,Shanghai University,Shanghai 200072,China; 2.Department of Basic Course,ShanDong University of Science and Technology,Taian Shandong 271019,China)  
This paper proposes an approach of the blind beamforming with the radial basis function neural network for smart antennas in the wireless mobile communications. The symmetry property in the correlation matrix is exploited to reduce the dimension of the input vectors.One needs only either the upper (or the lower triangular) half of the correlation matrix. The advantages of the proposed method include reductions in computation with fast converging speed and the quality of being precise .The simulating results are agree well with the theory and confirm the validity of this method.
【CateGory Index】: TN82
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 10 Hits
1 YANG Feng XI Hong-sheng YANG Jian SHENG Yan-min WU Chun-xu (School of Information Science and Technology, Unv. of Science & Technology of China, Hefei Anhui 230027, China);A quasi-newton-based adaptive beamforming algorithm for antenna array of CDMA systems[J];Chinese Journal of Radio Science;2006-03
2 LIAO Gui-sheng LIU Hong-qing AO Jun (National Lab for Radar Signal Processing, Xidian University, Xi′an Shaanxi 710071, China);Robust blind adaptive beamforming for Doppler signals[J];Chinese Journal of Radio Science;2006-05
3 GUI Ren-zhou YANG Zi-jie (School of Electronic Information, Wuhan University, Wuhan Hubei 430079, China);Applying Hopfield neural network to suppress shortwave communication interferences in high frequency surface wave radar[J];Chinese Journal of Radio Science;2006-05
4 WANG Li-na1 WANG Bing2 ZHOU Xian-wei1(1. Information Engineering School, University of Science and Technology Beijing, Beijing 100083, China;2. Harbin Institute of Technology, Harbin Heilongjiang 150001, China);A novel beamforming algorithm of smart antenna[J];Chinese Journal of Radio Science;2007-02
5 LIU Hai-wen(School of Information Engineering,East China Jiaotong University Shuanggang Rd.,Changbei,Nanchang Jiangxi 330013,China);A novel microstrip dual-mode filter design based on RBF neural network CAD[J];Chinese Journal of Radio Science;2009-02
6 LUO Xiao-mu, ZHOU Yuan-ping, WANG Guo-li ( Department of Electronics and Communication Engineering, Zhongshan University, Guangzhou 510275, China );Adaptive beamforming using SVM method[J];Journal of Circuits and Systems;2005-06
7 GE Hong-yan,XING Guang-long,LI Yan,WANG Wei-chao (College of Information Science and Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China);Adaptive beamforming using SVM method[J];Journal of Yanshan University;2009-04
8 WANG Er-fu,MENG Wei-xiao,SHI Jing(Communication Research Center,Harbin Institute of Technology,Harbin 150001,China);Beamforming based on RBF Networks of genetic algorithms[J];Journal of Harbin Institute of Technology;2007-01
9 ZHANG Yan-Jun~1 GONG Zheng-quan~2 SUN Yan~1(1. Postgraduate Team 3 ICE, PLAUST, Nanjing 210007, China;2. The 63rd Research Institute of PLA General Staff Headquarters, Nanjing 210007, China);DOA Estimation for Smart Antennas Based on General Regression Neural Network[J];Journal of Military Communications Technology;2007-01
10 SUN Xu-bao WANG Shou-hai ZHOU Qiang (College of Sciences,SUST,Qingdao,Shandong 266510,China);Performance Comparison of Different Non-Blind Algorithm Simulation for Smart Antennas[J];Journal of Shandong University of Science and Technology(Natural Science);2006-02
【Citations】
Chinese Journal Full-text Database 1 Hits
1 JIANG Ze 1 DU Hui ping 1 ZHAO Wei liang 1 RUAN Ying zheng 2 (1.Chongqing University of Post and Telecommunication, Chongqing 400065, China; 2.University of Electronic Science and Technology of China, Chengdu Sichuan 610054, China);Smart antenna technique for next generation of mobile communication[J];Chinese Journal of Radio Science;2001-03
【Co-citations】
Chinese Journal Full-text Database 8 Hits
1 TAN Ping QI Lan-fen (Department of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan Hubei 430074, China);Classification and identification of radio environments in software antenna[J];Chinese Journal of Radio Science;2003-06
2 LI Rong LI Jun BAO Zong-ti CHANG Hong-sen (School of Physics and Telecommunication Engineering, South China Normal University, Guangzhou Guangdong 510631, China);Research of sensitivity to system error in CM array[J];Chinese Journal of Radio Science;2003-06
3 XIONG Li-zhi QI Lan-fen ZHANG Yuan-pei (Dep. of Electronic and Information Engineering,Huazhong University of Science and Technology,Wuhan Hubei 430074,China);A new algorithm for antenna array position correction[J];Chinese Journal of Radio Science;2004-02
4 CHEN Sheng-bing SHENG Hai-qiang JIAO Yong-chang ZHANG Fu-shun LIU Qi-zhong (National Laboratory of Antennas and Microwave Technology, Xidian University, Xi′an Shaanxi 710071, China);Design of the reflector shape for dual frequency base-station antennas[J];Chinese Journal of Radio Science;2004-06
5 WANG Cong-si DUAN Bao-yan QIU Yuan-ying (School of Electromechanical Engineering, Xidian University, Xi′an Shaanxi 710071, China);Precise algorithm for surface errors of reflector antennas and analysis of its electrical performance[J];Chinese Journal of Radio Science;2006-03
6 LI Li1 ZHU Guang-xi1,2 XIAO Xiao1(1. Dept. of Electronic & Information Engineering,Huazhong University of Science and Technology,Wuhan Hube 430074,China;2. Wuhan National Laboratory for Optoelectronics,Wuhan Hubei 430074,China);Adaptive resource allocation for beamforming-based OFDMA systems[J];Chinese Journal of Radio Science;2007-01
7 LENG Guo-junWANG Wei BAI Qian(Research Institute on Mechatronics,Xidian University,Xi′an Shaanxi 710071,China);Precise algorithm for best fit surface axis errors of reflector antenna[J];Chinese Journal of Radio Science;2009-05
8 LIU Xi-guo~1,HE-Shan-hong~2,LIU Min~3,WANG Hong-xing~1(1.Department of Electronic Engineering,NAEI.Yantai 264001,China;2.R&D Center of FinGu.Co.,China;3.Telecommunication Engineering Institute,AFEU.Xi′an 710077);Performance analysis of radiation pattern affected by reflector in broadband base station antenna[J];Journal of China Academy of Electronics and Information Technology;2006-05
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Li Hongsheng Zhao Junwei Chen Huawei Wang Feng Guo Yecai (Marine Engineering College, Northwestern Polytechnical University, Xi'an, 710072);AN APPLIED STUDY OF BLIND BEAMFORMING METHOD BASED ON DOPPLER INFORMATION IN SONAR SIGNAL PROCESSING[J];Acta Armamentarii;2003-04
2 WU Xiaopei, FENG Huanqing, ZHOU Heqin, et al.Department of Electronic Science and Technology, USTC, Hefei\ 230026;Independent Component Analysis and Its Application for Preprocessing EEG[J];Beijing Biomedical Engineering;2001-01
3 JI Hong,HAO Jianjun,TONG Xuejian,YUE Guangxin(Telecommunication Engineering School, Beijing University of Posts and Telecommunications, Beijing 100876, China);Analysis of Dynamic Bit Allocation Algorithm in OFDM System[J];Journal of Beijing University of Posts and Telecommunications;2002-04
4 Dai Yanzhong Li Zhishun;Research of Wideband Signal Detection based on Time-frequency Analysis[J];Ship Engineering;2001-04
5 CHENG Chun-yue, LU Ying-hua (Institute of Continuing Education, Beijing University of Posts and Telecommunications,Beijing 100876,P.R.China);A robust and fast beamforming algorithm[J];Journal of Chongqing University of Posts and Telecommunications;2005-03
6 CHENG Chun-yue~1,LU Ying-hua~2(1.The Second Academy 203th Institute of China Aerospace Science Industry Crop,Beijing 100854,P.R.China;2.Institute of Continuing Education,Beijing University of Posts and Telecommunications,Beijing 100876,P.R.China);Adaptive beamforming algorithm of alterably diagonal loading based on nonlinear constraint[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science);2006-04
7 Wang Zhong;Huang Shunji (University of Electronic Science and Technology of China, Chengdu, Sichuan 610054, China);Characteristics Study of GPS Anti-Interference Adaptive Circular Array[J];CHINESE JOURNAL OF RADIO SCIENCE;1997-04
8 LEI Wan-ming HUANG Shun-ji (Dept of Electronic Eng., University of Electronic Science and Technology of China, Chengdu Sichuan 610054, China);The method of beam-forming of CDMA in small spreading gain[J];Chinese Journal of Radio Science;2001-02
9 WANG Qun HE Yun long WANG Chun he FANG Xu min NI Hong wei (1. Southeastern University, Nanjing Jiangsu 210096, China ; 2.First Scientific Research Institute of Corps of Engineers of General Equipment, PLA, Wuxi Jiangsu 214035,China; 3.No.22 E;Study of mine detection with GPR based on neural networks[J];Chinese Journal of Radio Science;2001-03
10 LEI Wan ming LIU Guang yan HUANG Shun ji (Dept of Electronic Eng., University of Electronic Science and Technology of China, Chendu Sichuan 610054, China);The imaging of distributed satellite SAR system using beamforming[J];Chinese Journal of Radio Science;2002-01
【Secondary References】
Chinese Journal Full-text Database 6 Hits
1 LIU Hai-wen(School of Information Engineering,East China Jiaotong University Shuanggang Rd.,Changbei,Nanchang Jiangxi 330013,China);A novel microstrip dual-mode filter design based on RBF neural network CAD[J];Chinese Journal of Radio Science;2009-02
2 SHI Jie,YANG De-sen,LIU Bo-sheng,SONG Hai-yan(College of Underwater Acoustic Engineering,Harbin Engineering University,Harbin 150001,China);Radiated noise sources near-field location based on MVDR focused beamforming[J];Journal of Dalian Maritime University;2008-03
3 LI Fang-wei1,ZHANG Hai-bo1,ZHANG Hao1,GUO Tian-ke2(1.Key Lab of Mobile Communications Technology,Chongqing University of Posts and Telecommunications,Chongqing 400065,P.R.China;2.Southwest Branch of Jiangsu Posts and Telecommunications Planning and Designing Institute Co.,Ltd,Chengdu 610036,P.R.China);Beamforming algorithms by phase-amplitude perturbations based on improved Memetic algorithms[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition);2010-01
4 XIE Wan-cheng (Loudi Vocational & Technical College, Loudi Hunan 417000, China);Implementation and Beam-forming Algorithm of Smart Antenna[J];Communications Technology;2009-01
5 HE Zhong-yong,ZHOU Wei(Key Lab of Mobile Communication,Chongqing University of Posts and Telecom.Chongqing 400065,China);Research of smart antenna based on genetic algorithm[J];Journal of Xi'an University of Post and Telecommunications;2009-01
6 DONG Ze, HUANG Yu, HAN Pu (School of Control Science and Engineering, North China Electric Power University, Baoding 071003, Hebei Province, China);Thermal Process Identification With Radial Basis Function Network Based on Quantum Genetic Algorithm[J];Proceedings of the CSEE;2008-17
China Proceedings of conference Full-text Database 1 Hits
1 YANG De-sen CHEN Huan SHI Sheng-guo JIANG zhi-chao (National Laboratory of Underwater Acoustic Technology,Harbin Engineering University, Harbin,15001);Acoustic-Based MVDR Algorithm for Vector Array Applying for Near-Field Noise Source Location Method[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 DU Hui ping (Chongqing University of Posts & Telecommunication, Chongqing 400065, China);A New Multibeam Adaptive Antenna Based on the Fresnel Zone Phase Correcting Antenna[J];CHINESE JOURNAL OF RADIO SCIENCE;1999-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved