Touring Ant Colony Optimization Algorithm for Shaped-Beam Pattern Synthesis of Linear Antenna

References

• Akdagli , A. , Guney , K. and Karaboga , D. 2002 . Pattern nulling of linear antenna arrays by controlling only the element positions with the use of improved touring ant colony optimization algorithm . J. Electromagnetic Waves and Applications , 16 : 1423 – 1441 . [CSA]
   Web of Science ®Google Scholar
• Akdagli , A. and Guney , K. 2003 . Shaped-beam pattern synthesis of equally and unequally spaced linear antenna arrays using a modified tabu search algorithm . Microwave Opt. Technol. Lett. , 36 : 16 – 20 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Ares , F. , Rodriguez , J. A. , Villanuevalopez , E. and Rengarajan , S. R. 1999 . Genetic algorithms in the design and optimization of antenna array patterns . IEEE Trans. Antennas Propagat. , AP-47 : 506 – 510 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Boeringer , D. W. and Werner , D. H. 2004 . Particle swarm optimization versus genetic algorithms for phased array synthesis . IEEE Trans. Antennas Propagat. , AP-52 : 771 – 779 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Bucci , O. M. , Franceschetti , G. , Mazzarella , G. and Panariello , G. 1990 . Intersection approach to array pattern synthesis . IEE Proc. Microwave Antennas Propagat. Pt. H , 137 : 349 – 357 . [CSA]
   Google Scholar
• Buckley , M. J. 1996 . Synthesis of shaped beam antenna patterns using implicitly constrained current elements . IEEE Trans. Antennas Propagat. , AP-44 : 192 – 197 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Carlson , B. D. and Willner , D. 1992 . Antenna pattern synthesis using weighted least squares . IEE Proc. Microwave Antennas Propagat. Pt. H , 139 : 11 – 16 . [CSA]
   Google Scholar
• Chung , Y. C. and Haupt , R. L. 2000 . Amplitude and phase adaptive nulling with a genetic algorithm . J. Electromagnetic Waves and Applications , 14 : 631 – 649 . [CSA]
   Web of Science ®Google Scholar
• Corne , D. , Dorigo , M. and Glover , F. 1999 . “ The ant colony optimization meta-heuristic ” . In New ideas in optimization , Edited by: Dorigo , M. and Caro , G. D. 11 – 32 . New York : McGraw-Hill .
   Google Scholar
• Davis , L. , ed. 1991 . “ A genetic algorithms tutorial, Part I ” . In Handbook of genetic algorithms , 1 – 101 . New York : Von Nostrand Reinhold .
   Google Scholar
• Diaz , X. , Rodriguez , J. A. , Ares , F. and Moreno , E. 2000 . Design of phase-differentiated multiple-pattern antenna arrays . Microwave Opt. Technol. Lett. , 26 : 52 – 53 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Dorigo , M. , Maniezzo , V. and Colorni , A. 1991 . Positive feedback as a search strategy. Technical Report N. 91-016, Politecnico di Milano, Italy.[CSA]
   Google Scholar
• Elliot , R. S. and Stern , J. G. 1984 . A new technique for shaped beam synthesis of equispaced arrays . IEEE Trans. Antennas Propagat. , AP-32 : 1129 – 1133 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Gambardella , L. M. , Taillard , E. and Agazzi , G. 1999 . A multiple ant colony system for vehicle routing problems with time windows. Technical Report No. IDSIA-06, Switzerland.[CSA]
   Google Scholar
• Glover , F. 1986 . Future paths for integer programming and links to artificial intelligence . Computers Oper. Res. , 13 : 533 – 549 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Haupt , R. L. 1997 . Phase-only adaptive nulling with a genetic algorithm . IEEE Trans. Antennas Propagat. , AP-45 : 1009 – 1015 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Hiroyasu , T. , Miki , M. , Ono , Y. and Minami , Y. 2000 . “ Ant colony for continuous functions ” . In The Science and Engineering , Vol. XX , Japan : Doshisha University . No.Y
   Google Scholar
• Hu , J. L. , Chan , C. H. , Luk , K. M. and Lin , S. M. 2000 . Shaped-beam pattern synthesis for base station antenna in mobile communication system . Microwave Opt. Technol. Lett. , 24 : 226 – 228 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Karaboga , D. , Kalinli , A. and Karaboga , N. Touring ant colony algorithm with frequency based memory for continuous optimisation . The 10th Turkish Symp. on Artificial Intelligence and Neural Networks (TAINN), 94-102 . June 2001 , Cyprus .
   Google Scholar
• Karaboga , D. , Guney , K. and Akdagli , A. 2004 . Antenna array pattern nulling by controlling both the amplitude and the phase using modified touring ant colony optimisation algorithm . Int. J. Electronics , 12 : 375 – 383 . [CSA]
   Google Scholar
• Karaboga , N. , Guney , K. and Akdagli , A. 2002 . Null steering of linear antenna arrays by using modified touring ant colony optimization algorithm . Int. J. RF Microwave Computer-Aided Engineering , 12 : 375 – 383 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Khodier , M. M. and Christodoulou , C. G. 2005 . Linear array geometry synthesis with minimum sidelobe level and null control using particle swarm optimization . IEEE Trans. Antennas Propagat. , AP-53 : 2674 – 2679 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Kumar , B. P. and Branner , G. R. 1999 . Design of unequally spaced arrays for performance improvement . IEEE Trans. Antennas Propagat. , AP-47 : 511 – 523 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Lei , W. and Qudi , W. 2002 . Further example study on ant system algorithm based continuous space optimization . 4th World Congress on Intelligent Control and Automation . 2002 , Shanghai , China. pp. pp. 2541 – 2545 .
   Google Scholar
• Liao , W. P. and Chu , F. L. 1999 . Array pattern synthesis with null steering using genetic algorithms by controlling only the current amplitudes . Int. J. Electronics , 86 : 445 – 457 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Lozano , M. V. and Ares , F. 1999 . Phase-only null fixing in equispaced linear antenna arrays using roots searching . J. Electromagnetic Waves and Applications , 13 : 1569 – 1578 . [CSA]
   Web of Science ®Google Scholar
• Mailloux , R. J. 2005 . “ Pattern synthesis for linear and planar arrays ” . In Phased Array Antenna Handbook , 109 – 180 . Norwood , MA : Artech House .
   Google Scholar
• Marcano , D. and Duran , F. 2000 . Synthesis of antenna array using genetic algorithms . IEEE Trans. Antennas Propagat. Magazine , 42 : 12 – 20 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Milne , K. 1987 . Synthesis of power radiation patterns for linear array antennas . IEE Proc. Microwave Antennas Propagat. Pt. H , 134 : 285 – 295 . [CSA]
   Google Scholar
• Mognon , V. R. , Artuzi , W. A. and Descardeci , J. R. 2002 . Tilt angle and side-lobe level control of microwave array antennas . Microwave Opt. Technol. Lett. , 33 : 12 – 14 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Murino , V. , Trucco , A. and Regazzoni , C. S. 1996 . Synthesis of unequally spaced arrays by simulated annealing . IEEE Trans. Signal Processing , SP-44 : 119 – 123 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Ng , B. P. , Er , M. H. and Kot , C. 1993 . A flexible array synthesis method using quadratic programming . IEEE Trans. Antennas Propagat. , AP-41 : 1541 – 1550 . [CSA]
   Web of Science ®Google Scholar
• Orchard , H. J. , Elliot , R. S. and Stern , J. G. 1985 . Optimizing the synthesis of shaped beam antenna patterns . IEE Proc. Microwave Antennas Propagat. Pt. H , 132 : 63 – 68 . [CSA]
   Google Scholar
• Rodriguez , J. A. , Ares , F. and Moreno , E. 1999 . Linear array pattern synthesis optimizing array element excitations using the simulated annealing technique . Microwave Opt. Technol. Lett. , 23 : 224 – 226 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Rodriguez , J. A. , Ares , F. , Moreno , E. and Franceschetti , G. 2000 . Genetic algorithm procedure for linear array failure correction . Electron. Lett. , 36 : 196 – 198 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Socha , K. 2004 . ACO for continuous and mixed-variable optimization . Proc. of 4th International Workshop on Ant Colony Optimization and Swarm Intelligence (ANTS'2004) . 2004 , Brussels , Belgium.
   Google Scholar
• Stutzman , W. L. 1971 . Synthesis of shaped-beam radiation patterns using iterative sampling method . IEEE Trans. Antennas Propagat. , AP-19 : 36 – 41 . [CSA] [CROSSREF]
   Google Scholar
• Tennant , A. , Dawoud , M. M. and Anderson , A. P. 1994 . Array pattern nulling by element position perturbations using a genetic algorithm . Electron. Lett. , 30 : 174 – 176 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Trucco , A. 1999 . Thinning and weighting of large scale planar arrays by using simulated annealing . IEEE Trans. Ultrasonics Ferroelectrics Frequency Control , 46 : 347 – 355 . [CSA] [CROSSREF]
   PubMed Web of Science ®Google Scholar
• Werner , D. H. and Ferraro , A. J. 1989 . Cosine patterns synthesis for single and multiple main beam uniformly spaced linear arrays . IEEE Trans. Antennas Propagat. , AP-37 : 36 – 41 . [CSA]
   Web of Science ®Google Scholar
• Woodward , P. M. and Lawson , J. D. 1948 . The theoretical precision with which an arbitrary radiation-pattern may be obtained for a source of a finite size . IEE Proc. Microwave Antennas Propagat. Pt. H , 95 : 363 – 370 . [CSA]
   Google Scholar
• Wu , L. , Zielinski , A. and Bird , J. S. 1995 . Synthesis of shaped beam radiation pattern using an iterative method . Radio Science , 30 : 1385 – 1392 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Yang , S. , Gan , Y. B. and Qing , A. 2002 . Sideband suppression in time modulated linear arrays by the differential evolution algorithm . IEEE Antennas Wireless Propagat. Lett. , 1 : 173 – 175 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Yang , S. , Gan , Y. B. and Qing , A. 2004 . Antenna-array pattern nulling using a differential evolution algorithm . Int. J. Microwave RF Computer-Aided Engineering , 14 : 57 – 63 . [CSA] [CROSSREF]
   Web of Science ®Google Scholar
• Zhang , W. X. and Bo , Y. M. 1988 . Pattern synthesis for linear equal-spaced antenna array using an iterative eigenmodes method . IEE Proc. Microwave Antennas Propagat. Pt. H , 135 : 167 – 170 . [CSA]
   Google Scholar