메뉴 건너뛰기




Volumn 66, Issue 11, 2012, Pages 903-912

Neural network applications in smart antenna arrays: A review

Author keywords

Hopfield neural network (HNN); Multi layer perceptron neural network (MLPNN); Neural network (NN); Radial basis function neural network (RBFNN); Smart antenna

Indexed keywords

ANTENNA FEEDERS; COMPLEX NETWORKS; DIRECTIONAL PATTERNS (ANTENNA); HOPFIELD NEURAL NETWORKS; ITERATIVE METHODS; NETWORK LAYERS; NUMERICAL METHODS; RADIAL BASIS FUNCTION NETWORKS; SMART ANTENNAS;

EID: 84865133953     PISSN: 14348411     EISSN: 16180399     Source Type: Journal    
DOI: 10.1016/j.aeue.2012.03.012     Document Type: Article
Times cited : (110)

References (61)
  • 2
    • 4644252065 scopus 로고    scopus 로고
    • Smart antenna technologies for future wireless systems: Trends and challenges
    • September
    • A. Alexiou, and M. Haardt Smart antenna technologies for future wireless systems: trends and challenges IEEE Commun Mag 42 September 2004 90 97
    • (2004) IEEE Commun Mag , vol.42 , pp. 90-97
    • Alexiou, A.1    Haardt, M.2
  • 4
    • 0034205792 scopus 로고    scopus 로고
    • System aspects of smart-antenna technology in cellular wireless communications - An overview
    • A.O. Boukalov, and S.G. Hiiggman System aspects of smart-antenna technology in cellular wireless communications - an overview IEEE Trans Microw Theory Tech 6 2000 919 928
    • (2000) IEEE Trans Microw Theory Tech , vol.6 , pp. 919-928
    • Boukalov, A.O.1    Hiiggman, S.G.2
  • 6
    • 33744997396 scopus 로고    scopus 로고
    • The adaptive algorithms of the smart antenna system in future mobile telecommunication systems
    • Jian-Wu Zhang The adaptive algorithms of the smart antenna system in future mobile telecommunication systems IEEE Int Workshop Antenna Technol 2005 347 350
    • (2005) IEEE Int Workshop Antenna Technol , pp. 347-350
    • Zhang, J.-W.1
  • 7
    • 0002956045 scopus 로고    scopus 로고
    • An overview of smart antenna technology for mobile communications systems
    • P.H. Lehne, M. Pettersen, and Telenor An overview of smart antenna technology for mobile communications systems IEEE Commun Surv 1999
    • (1999) IEEE Commun Surv
    • Lehne, P.H.1    Pettersen, M.2    Telenor3
  • 8
    • 0030216743 scopus 로고    scopus 로고
    • Neural network for detection of signals in communication
    • S. Bang, S.H. Sheu, and J. Bing Neural network for detection of signals in communication IEEE Trans Circ Syst 43 1996 644 655
    • (1996) IEEE Trans Circ Syst , vol.43 , pp. 644-655
    • Bang, S.1    Sheu, S.H.2    Bing, J.3
  • 9
    • 0041671074 scopus 로고    scopus 로고
    • Online pattern classification with multiple neural network systems: An experimental study
    • C.P. Lim, and R.F. Harrison Online pattern classification with multiple neural network systems: an experimental study IEEE Trans Syst, Man, Cybern 33 2003 235 247
    • (2003) IEEE Trans Syst, Man, Cybern , vol.33 , pp. 235-247
    • Lim, C.P.1    Harrison, R.F.2
  • 10
    • 0025488663 scopus 로고
    • A 30 years of adaptive neural networks: Perceptron, madaline and backpropagation
    • September
    • B. Widrow, and M. Lehr A 30 years of adaptive neural networks: perceptron, madaline and backpropagation Proc IEEE 78 September 1990 1415 1442
    • (1990) Proc IEEE , vol.78 , pp. 1415-1442
    • Widrow, B.1    Lehr, M.2
  • 11
    • 0031236882 scopus 로고    scopus 로고
    • A theoretical study of linear and nonlinear equalization in the nonlinear magnetic storage channels
    • September
    • S.K. Nair, and J. Moon A theoretical study of linear and nonlinear equalization in the nonlinear magnetic storage channels IEEE Trans Neural Netw 8 September 1997 1106 1118
    • (1997) IEEE Trans Neural Netw , vol.8 , pp. 1106-1118
    • Nair, S.K.1    Moon, J.2
  • 13
    • 77952329573 scopus 로고    scopus 로고
    • Performance evaluation of an artificial neural network-based adaptive antenna array system
    • M. Al-Bajari, J.M. Ahmed, and M.B. Ayoob Performance evaluation of an artificial neural network-based adaptive antenna array system Lecture Notes Comput Sci Issue Part 2 6025 2010 11 20
    • (2010) Lecture Notes Comput Sci , vol.2 , Issue.6025 , pp. 11-20
    • Al-Bajari, M.1    Ahmed, J.M.2    Ayoob, M.B.3
  • 14
    • 0032666871 scopus 로고    scopus 로고
    • Array failure correction with a genetic algorithm
    • B.K. Yeo, and Y. Lu Array failure correction with a genetic algorithm IEEE Trans Antenna Propagation 47 1999 823 828
    • (1999) IEEE Trans Antenna Propagation , vol.47 , pp. 823-828
    • Yeo, B.K.1    Lu, Y.2
  • 16
    • 0028424985 scopus 로고
    • Adaptive array antenna based on spatial spectral estimation using maximum entropy method
    • M. Nagatsuka, N. Ishii, R. Kohno, and H. Imai Adaptive array antenna based on spatial spectral estimation using maximum entropy method IEICE Trans Commun 11 1994 624 633
    • (1994) IEICE Trans Commun , vol.11 , pp. 624-633
    • Nagatsuka, M.1    Ishii, N.2    Kohno, R.3    Imai, H.4
  • 19
    • 36148943215 scopus 로고    scopus 로고
    • Finding failed element positions in linear antenna arrays using neural networks
    • A. Patnaik, and C. Christodoulou Finding failed element positions in linear antenna arrays using neural networks IEEE Antenna Propagation Soc Symp 2006 1675 1678
    • (2006) IEEE Antenna Propagation Soc Symp , pp. 1675-1678
    • Patnaik, A.1    Christodoulou, C.2
  • 20
    • 33746969901 scopus 로고    scopus 로고
    • A simple way of obtaining optimized patterns using the Woodward-Lawson method
    • J.A. Rodriguez, F. Ares, P. Lepez, and E. Moreno A simple way of obtaining optimized patterns using the Woodward-Lawson method IEEE Antenna Propagation Mag 48 2006 100 103
    • (2006) IEEE Antenna Propagation Mag , vol.48 , pp. 100-103
    • Rodriguez, J.A.1    Ares, F.2    Lepez, P.3    Moreno, E.4
  • 24
    • 0037022154 scopus 로고    scopus 로고
    • Waveguide-fed longitudinal slot array antennas: Fault diagnosis using measurements of input impedance
    • J.A. Rodriguez, F. Ares, and E. Moreno Waveguide-fed longitudinal slot array antennas: fault diagnosis using measurements of input impedance Microw Opt Technol Lett 32 2002 200 201
    • (2002) Microw Opt Technol Lett , vol.32 , pp. 200-201
    • Rodriguez, J.A.1    Ares, F.2    Moreno, E.3
  • 25
    • 0024699071 scopus 로고
    • Phased array antenna calibration and pattern prediction using mutual coupling measurements
    • H.M. Aumann, A.J. Fenn, and F.G. Willwerth Phased array antenna calibration and pattern prediction using mutual coupling measurements IEEE Trans Antenna Propagation 37 1989 844 850
    • (1989) IEEE Trans Antenna Propagation , vol.37 , pp. 844-850
    • Aumann, H.M.1    Fenn, A.J.2    Willwerth, F.G.3
  • 26
    • 33747597568 scopus 로고    scopus 로고
    • Obstacle modelling in array synthesis using neural networks
    • R.G. Ayestarán, and F. Las-Heras Obstacle modelling in array synthesis using neural networks IEEE Trans Antenna Propagation 54 2006 2420 2424
    • (2006) IEEE Trans Antenna Propagation , vol.54 , pp. 2420-2424
    • Ayestarán, R.G.1    Las-Heras, F.2
  • 27
  • 30
  • 31
    • 6344235464 scopus 로고    scopus 로고
    • Direction of arrival estimation with a novel single-port smart antenna
    • Chen Sun, C. Nemai, and Karmakar Direction of arrival estimation with a novel single-port smart antenna EURASIP J Appl Signal Process 9 2004 1364 1375
    • (2004) EURASIP J Appl Signal Process , vol.9 , pp. 1364-1375
    • Sun, C.1    Nemai, C.2    Karmakar3
  • 33
    • 0022683359 scopus 로고
    • Multiple target location and signal parameter estimation
    • R.O. Schmidt Multiple target location and signal parameter estimation IEEE Trans Antenna Propagation AP-34 3 1986 Mar 276 280
    • (1986) IEEE Trans Antenna Propagation , vol.34 , Issue.3 , pp. 276-280
    • Schmidt, R.O.1
  • 34
    • 0029521023 scopus 로고
    • Utilization of multiple polarized data for aerospace target identification
    • Hsueh-Jyh Li, and Lane. Rong-Yuan Utilization of multiple polarized data for aerospace target identification IEEE Trans Antenna Propagation 43 1995 1436 1440
    • (1995) IEEE Trans Antenna Propagation , vol.43 , pp. 1436-1440
    • Li, H.J.1    Lane2
  • 38
    • 0036688074 scopus 로고    scopus 로고
    • Survey on sensor networks
    • August
    • A. Akyildiz Survey on sensor networks IEEE Commun Mag 40 August 2002 102 114
    • (2002) IEEE Commun Mag , vol.40 , pp. 102-114
    • Akyildiz, A.1
  • 40
    • 0027541864 scopus 로고
    • Analysis of modified SMI method for adaptive array weight control
    • Ronald L. Dilsavor, and Randolph L. Moses Analysis of modified SMI method for adaptive array weight control IEEE Trans Signal Process 41 1993 721 726
    • (1993) IEEE Trans Signal Process , vol.41 , pp. 721-726
    • Dilsavor, R.L.1    Moses, R.L.2
  • 41
    • 0032183752 scopus 로고    scopus 로고
    • A simple transmit diversity technique for wireless communications
    • S.M. Alamouti A simple transmit diversity technique for wireless communications IEEE J Selected Areas Commun 16 1998 1451 1458
    • (1998) IEEE J Selected Areas Commun , vol.16 , pp. 1451-1458
    • Alamouti, S.M.1
  • 43
    • 0030735750 scopus 로고    scopus 로고
    • A Hopfield neural tracker for phased array antenna
    • H. Leung A Hopfield neural tracker for phased array antenna IEEE Trans Aerospace Electron Syst 33 1997 301 307
    • (1997) IEEE Trans Aerospace Electron Syst , vol.33 , pp. 301-307
    • Leung, H.1
  • 46
    • 0037708791 scopus 로고    scopus 로고
    • Neural networks and equivalent source reconstruction for real antenna array synthesis
    • R.G. Ayestarán, and F. Las Heras Neural networks and equivalent source reconstruction for real antenna array synthesis IEE Electron Lett 39 2003 956 958
    • (2003) IEE Electron Lett , vol.39 , pp. 956-958
    • Ayestarán, R.G.1    Las Heras, F.2
  • 47
    • 70349488323 scopus 로고    scopus 로고
    • Design of broadband array elements based on neural network and genetic algorithm
    • S. Wang, X. Chen, C.G. Parini, and J. McCormick Design of broadband array elements based on neural network and genetic algorithm Electron Lett 45 2009 1011 1012
    • (2009) Electron Lett , vol.45 , pp. 1011-1012
    • Wang, S.1    Chen, X.2    Parini, C.G.3    McCormick, J.4
  • 51
    • 27144511768 scopus 로고    scopus 로고
    • Array pattern synthesis using neural networks with mutual coupling effect
    • R. Shavit, and I. Taig Array pattern synthesis using neural networks with mutual coupling effect IEE Proc Microw, Antenna Propagation 152 2005 354 358
    • (2005) IEE Proc Microw, Antenna Propagation , vol.152 , pp. 354-358
    • Shavit, R.1    Taig, I.2
  • 55
    • 2942748337 scopus 로고    scopus 로고
    • Comparison study of pattern synthesis techniques using neural networks
    • R. Shavit, and I. Taig Comparison study of pattern synthesis techniques using neural networks Microw Opt Technol Lett 42 2004 175 179
    • (2004) Microw Opt Technol Lett , vol.42 , pp. 175-179
    • Shavit, R.1    Taig, I.2
  • 58
    • 0036543777 scopus 로고    scopus 로고
    • A direct optimization approach for source reconstruction and NF-FF transformation using amplitude only data
    • F. Las Heras, and T.K. Sarkar A direct optimization approach for source reconstruction and NF-FF transformation using amplitude only data IEEE Trans Antenna Propagation 50 2002 500 510
    • (2002) IEEE Trans Antenna Propagation , vol.50 , pp. 500-510
    • Las, H.F.1    Sarkar, T.K.2
  • 59
    • 0035485478 scopus 로고    scopus 로고
    • Planar arrays with square lattices and circular uniform amplitude or very low dynamic range ratio
    • A. Rivas, J.A. Rodríguez, F. Ares, and E. Moreno Planar arrays with square lattices and circular uniform amplitude or very low dynamic range ratio IEEE Antenna Propagation Mag 43 2001 90 93
    • (2001) IEEE Antenna Propagation Mag , vol.43 , pp. 90-93
    • Rivas, A.1    Rodríguez, J.A.2    Ares, F.3    Moreno, E.4
  • 61
    • 0030084509 scopus 로고    scopus 로고
    • Application of genetic algorithms and simulated annealing technique in optimizing the aperture distributions of antenna array patterns
    • F. Ares, S.R. Rengajaran, E. Villanueva, E. Skochinski, and E. Moreno Application of genetic algorithms and simulated annealing technique in optimizing the aperture distributions of antenna array patterns Electron Lett 32 1996 148 149
    • (1996) Electron Lett , vol.32 , pp. 148-149
    • Ares, F.1    Rengajaran, S.R.2    Villanueva, E.3    Skochinski, E.4    Moreno, E.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.