Sangam: A Confluence of Knowledge Streams

Genetic algorithm design and testing of a random element 3-D 2.4 GHZ phased array transmit antenna constructed of commercial RF microchips

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dc.contributor Melich, Michael
dc.contributor Jenn, David
dc.contributor Johnson, Rodney
dc.contributor Naval Postgraduate School (U.S.)
dc.contributor Physics
dc.creator Esswein, Lance C.
dc.date June 2003
dc.date 2012-03-14T17:30:11Z
dc.date 2012-03-14T17:30:11Z
dc.date 2003-06
dc.date.accessioned 2022-05-18T20:28:54Z
dc.date.available 2022-05-18T20:28:54Z
dc.identifier http://hdl.handle.net/10945/990
dc.identifier.uri http://localhost:8080/xmlui/handle/CUHPOERS/42282
dc.description The United States Navy requires radical and innovative ways to model and design multifunction phased array radars. This thesis puts forth the concept that Genetic Algorithms, computer simulations that mirror the natural selection process to develop creative solutions to complex problems, would be extremely well suited in this application. The capability of a Genetic Algorithm to predict adequately the behavior of an array antenna with randomly located elements was verified with expected results through the design, construction, development and evaluation of a test-bed array. The test-bed array was constructed of commercially available components, including a unique and innovative application of a quadrature modulator microchip used in commercial communications applications. Corroboration of predicted beam patterns from both Genetic Algorithm and Method of Moments calculations was achieved in anechoic chamber measurements conducted with the test-bed array. Both H-plane and E-plane data runs were made with several phase steered beams. In all cases the measured data agreed with that predicted from both modeling programs. Although time limited experiments to beam forming and steering with phase shifting, the test-bed array is fully capable of beam forming and steering though both phase shifting and amplitude tapering.
dc.description http://archive.org/details/geneticlgorithmd10945990
dc.description Outstanding Thesis
dc.description Lieutenant Commander, United States Navy
dc.description Approved for public release; distribution is unlimited.
dc.format xiv, 119 p. : ill. (some col.)
dc.format application/pdf
dc.publisher Monterey, California. Naval Postgraduate School
dc.rights This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.
dc.subject Radar
dc.subject Antennas
dc.subject Phased array antennas
dc.subject Air warfare
dc.subject Genetic algorithms
dc.subject Bi-static radar
dc.subject Active
dc.subject Phased array
dc.subject Antenna
dc.subject Radar
dc.subject Radar design
dc.subject Air search radar
dc.subject Evolutionary computation
dc.subject Genetic programming
dc.subject Genetic algorithms
dc.subject Theater Ballistic Missile Defense (TBMD)
dc.subject Area air defense
dc.subject Air warfare
dc.title Genetic algorithm design and testing of a random element 3-D 2.4 GHZ phased array transmit antenna constructed of commercial RF microchips
dc.type Thesis


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