Capability · Invented by Dr. Maloney

Fragmented Aperture Antennas

A computational antenna-design philosophy that combines genetic algorithms with full-wave FDTD simulation to discover non-intuitive metallic structures — routinely approaching the theoretical aperture-gain limit and achieving ultra-wideband performance previously thought impractical.

Figure: four fragmented apertures
[upload image: assets/fragmented/improved-patent.png]
Four fragmented apertures, each optimized for a different sub-band.
U.S. Patent 6,323,809.
US 6,323,809
Foundational Patent
1998 · now expired
33 : 1
Bandwidth Achieved
phased array
2
IEEE AP-S Best Paper Awards
UHF → mmWave
Frequency Range

What is a Fragmented Aperture Antenna?

A Fragmented Aperture Antenna is an antenna whose physical structure is designed computationally rather than analytically. A planar conducting surface is divided into many sub-wavelength pixels, each of which is either conducting (metal) or non-conducting (absent). A genetic algorithm, working in concert with a full-wave electromagnetic simulation, determines which pixels should be conducting and which should not — so as to best satisfy a given set of antenna performance requirements.

The resulting structures are complex, non-intuitive metallic patterns that often approach the theoretical limits of antenna performance for a given aperture size. The term "Fragmented Aperture Antenna" was coined by Dr. Maloney upon visual inspection of the optimized designs, which consistently showed metallic pixels forming many connected and disconnected fragments across the aperture surface.

Why a Computational Approach?

Traditional antenna design relies on a library of known types — dipoles, patches, horns, spirals — each adjusted via a small handful of geometric parameters. The design space is small, and the antennas it produces are well-understood but limited to variations within known topologies.

Consider, by contrast, an aperture divided into a grid of just 200 sub-wavelength pixels, each independently set to conducting or non-conducting:

2200 1060
possible antenna geometries

The vast majority of these configurations have never been conceived by any antenna designer, and many produce characteristics unlike any known antenna type. The challenge is finding the useful ones among an enormous number of possibilities. This is precisely the challenge the fragmented aperture approach solves.

The Three Essential Elements

1

Pixelated Aperture

The antenna surface is divided into a grid of sub-wavelength pixels. Each pixel is assigned a binary state: conducting or non-conducting. The set of all pixel states defines the antenna geometry.

2

Full-Wave FDTD Simulation

A rigorous numerical solution of Maxwell's equations predicts antenna performance for any pixel configuration. A single time-domain simulation efficiently produces results across the entire frequency band of interest.

3

Genetic Algorithm

Because the design space is far too large for exhaustive search, a genetic algorithm evolves a population of candidate designs over many generations — converging toward configurations that best meet the spec.

A critical advantage: the full-wave simulation captures all the relevant physics — mutual coupling, surface waves, feed interactions, dielectric loading, and edge diffraction. The optimizer therefore has access to the true electromagnetic behavior of each candidate design, not an approximate model. That is why fragmented aperture designs routinely approach theoretical performance limits.

Notable Results

Inventor & Principal Author

Dr. Maloney invented the fragmented aperture antenna and has authored the foundational literature on the concept — from the original patent through the switched, wide-scan, and large-bit-count GA extensions that followed.

Patents

US 6,323,809
Filed 1999 · Expired

Fragmented Aperture Antennas and Broadband Antenna Ground Planes

The foundational patent. Discloses the binary-pixel aperture concept and the GA + FDTD co-design methodology.

US 11,228,102
Expired

Fragmented Aperture Antennas

Continuation and extension of the fragmented aperture concept.

Key Authored Papers

2000
IEEE
Switched Fragmented Aperture Antennas
J. C. Maloney, M. P. Kesler, L. M. Lust, L. N. Pringle, T. L. Fountain, P. H. Harms, G. S. Smith
IEEE AP-S International Symposium
First public disclosure of the switched / reconfigurable Agile Aperture concept.
doi:10.1109/APS.2000.873823
2007
IEEE
Fragmented Aperture Antenna Design of Miniaturized GPS CRPA: Model and Measurements
J. G. Maloney, B. N. Baker, J. J. Acree, J. W. Schultz, J. A. Little, D. D. Reuster
IEEE AP-S International Symposium
Fabricated and measured hardware — a GPS controlled-reception-pattern antenna.
doi:10.1109/APS.2007.4396363
2011
IEEE
Wide Scan, Integrated Printed Circuit Board, Fragmented Aperture Array Antennas
J. G. Maloney, B. N. Baker, R. T. Lee, G. N. Kiesel, J. J. Acree
IEEE AP-S International Symposium (APSURSI)
Wide-scan array element design and PCB fabrication approach.
doi:10.1109/APS.2011.5996889
2013
IEEE
Genetic Algorithms for Fragmented Aperture Antennas: A Complete Evaluation of a 24-bit Design
J. G. Maloney, R. T. Lee, D. W. Landgren
USNC-URSI Radio Science Meeting (joint with AP-S)
Methodology paper evaluating the full 2²⁴ design space — validates GA convergence behavior.
doi:10.1109/USNC-URSI.2013.6715421

Applications

Fragmented aperture antennas have been designed, fabricated, measured, and fielded for applications spanning UHF through millimeter-wave frequencies — including communications, radar, electronic warfare, SATCOM, and signals intelligence platforms.

Communications

Wideband and reconfigurable apertures for multi-band radio platforms, including ground, airborne, and shipboard installations.

Radar & EW

Ultra-wideband phased array elements for next-generation radar and electronic warfare systems requiring instantaneous wide-band coverage.

SATCOM & SIGINT

Conformal apertures for low-profile satellite communications and signals-intelligence receivers, including wide-scan element designs.

DARPA ACT Program

Reconfigurable fragmented array concepts that reduce scan loss from cosⁿθ (n > 1) to the theoretical cosθ projected-area limit.

The Definitive Reference
Fragmented Aperture Antennas: Computational Design of Antenna Structure
Dr. Jim Maloney

The complete treatment of the fragmented aperture concept — from fundamentals through advanced applications including reconfigurable arrays, ultra-wideband design, and metamaterial-enhanced apertures — is being published as a comprehensive technical reference by the inventor.

Ten chapters and an FDTD appendix. Currently in active development; available freely for educational and research purposes.

Read the book →
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We design fragmented aperture antennas from concept through fabricated, measured hardware — using faster FDTD code and improved optimization strategies than produced the original patent. SBIR- and contracts-friendly engagement posture.

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Last updated: May 2026