SPB Programs
The staff of GTRI’s Signal Processing Branch are active
in a number of programs that develop and apply the branch’s core technologies.
Following is a list of some of the current and recent programs in major
SPB technology areas, with their sponsors and Principal Investigators or
key SPB staff:
Array Processing,
STAP and Signal Detection
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TechSat21 - Space Missions Using Satellite Clusters
Sponsor: US Air Force Research Laboratory (Kirtland AFB)
Principal Investigator: Dr. Bill Melvin
Under the AFRL sponsored Space Missions Using Satellite Clusters program
(TechSat21),
GTRI is investigating the application of sparse aperture, distributed radar
functionality for spaceborne surveillance. Key aspects of the effort
include analytic modeling and concept simulation, error source modeling,
performance evaluation and modeling of clutter over a wide range of grazing
angles as observed from space. The initial phase of this work is
a four-month proof-of-concept study.
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mD-ISP: Multi-Dimensional Intelligent Signal Processing
Sponsor: DARPA (sub-contractor to SAIC)
Principal Investigator: Dr. Bill Melvin
Under the mD-ISP program, researchers in GTRI are exploring approaches
for robust adaptive filtering and detection using multi-dimensional sensing
of the radar signal environment. Additionally, non-traditional knowledge
sources are being infused into the signal processing chain, thereby influencing
signal processing algorithm performance and leading to improved sensor
capability.
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ADP: Advanced Detection Processor
Sponsor: US Air Force Research Laboratory (Rome)
Principal Investigator: Dr. Bill Melvin
Under ADP, GTRI is exploring approaches for improved detection of low
observable, low radial velocity targets from airborne, spaceborne and bistatic
platforms. The end-product of this 36-month effort will be next-generation
radar signal processing detection architectures employing space-time adaptive
filtering and detection and knowledge-based data processing. Measured
data will be used for proof-of-concept.
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AART: Affordable Adaptive Radar Technology
Sponsor: US Air Force Research Laboratory
Principal Investigator: Dr. Mark Richards
AART is exploring ways to provide affordable, practical implementations
of space-time adaptive processing (STAP) in airborne and space-based radars
by removing complexity from the expensive RF and analog hardware, while
maintaining performance through enhanced adaptive processing.
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Adaptive Signal Processing for Multistatic Multichannel Systems
Sponsor: GTRI Internal Research & Development
Principal Investigator: Dr. William Melvin
This project is developing a multichannel, bistatic simulation capability
in MATLAB, with provisions to import measured bistatic radar data from
the MCARM program. The simulation will then be used to study the
impact of nonstationary interference environments on covariance matrix
estimation, and of covariance matrix mismatch on STAP performance for bistatic
scenarios.
Radar and Sonar Imaging
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IPSART CTJ: Coherent Threat Jammer Module for Integrated Precision SAR
Targeting
Sponsor: US Air Force Research Laboratory
Principal Investigator: Mr. Mike Baden
The IPSART CTJ is an add-on module to the IPSART simulation under development
by Raytheon Systems Company. The CTJ is an interactive, user-friendly
module for the Khoros simulation environment. It will add to IPSART
the capability to inject coherent threat jammers into the radar scene.
A GUI-based interface enables the user to control a wide variety of jammer
parameters and ECM programs.
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2D and 3D High Sonar Imaging
2D synthetic aperture radar (SAR) imaging is an established technology,
and 3D SAR using interferometric techniques is now rapidly maturing.
These methods are much less common in the underwater world due to greatly
increased problems with system parameters, motion compensation, and medium
stability. On internal funding, LTJG (USN) William Bonifant of GTRI/SPB
studied techniques for 2D and 3D synthetic aperture sonar (SAS), using
both simulated and measured data. The effort included definition of an
end-to-end processing chain, analysis of the phase errors at each step,
and development of processing and motion compensation techniques to control
these errors. The effort resulted in a Master's thesis which is available
in pdf format here.
Phenomenology
MWTIS: Millimeter Wave Target Imaging Sensor
Sponsor: DARPA, via subcontract from Northrop-Grumman
Principal Investigator: Dr. Mark Richards
Other Key GTRI/SPB Staff: Mr. Vince Sylvester
The Northrop-Grumman concept for MWTIS envisions a novel downlooking
W-band 3D imaging radar system on the Predator UAV or similar for detection
of military targets in “urban canyon” scenarios. GTRI/SPB’s role in the
program was to explore techniques for developing synthetic radar return
data suitable for use with an ESSS simulation of a three-dimensional W-band
imaging radar system. Data was synthesized using both the commercial
XPATCH and GTRI proprietary RGS codes. In addition, GTRI experimented
with methods for visualizing very high resolution three-dimensional radar
cross section (RCS) data for possible advanced target recognition uses.
Several examples using idealized synthetic data
from a BMP2 armored fighting vehicle were generated.
Waveforms
(Under Construction)
Target Detection and Classification
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Automated Classification of SAR Imagery
Sponsor: Eastman Kodak Co., Commercial &
Govt. Systems
Principal Investigator: Dr.
Chris Barnes
GTRI has developed an image database software
package that enables intelligent searching of databases for pattern recognition
and object detection. The algorithms have proven effective in a variety
of applications, including SAR image database searching for non-defense
applications such as land cover classification, and for defense applications
such as ground target detection and identification. GTRI is teaming
with Eastman Kodak to explore commercial applications of the image database
software under NASA's EOCAP-SAR funding.
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Automated Classification of Objects in Side-Looking Sonar Images
Sponsor: Boeing North America
Principal Investigator: Dr.
Chris Barnes
GTRI is teaming with Boeing North America (BNA)
Communications and Information Management (C & IM) Division, under
BNA IRAD funding, to develop detection and classification systems for automated
detection/classification of mine-like-objects (MLOs) from side-looking
sonar (SLS) images. These systems will be applicable to unmanned
underwater vehicles (UUVs) deployed and recovered from various naval assets.
The design is oriented toward surveying large areas of the ocean floor
with a minimum of operator involvement.
Meteorological Radar
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Aviation Weather Information Requirements Study (AWIN)
Sponsor: NASA Langley Research Center
GTRI/SPB Key Staff: Dr. Byron Keel
Under the NASA LaRC sponsored Aviation Weather Information Requirements
Study (AWIN), GTRI
is investigating the ability to provide improved weather information (not
simply data) to users in the National Airspace System, and to foster the
improved usage of this information. While the emphasis of this project
is to provide this information to the flight deck, other weather
information users in the National Airspace are also considered.
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Severe Storm Research Center
Sponsor: Federal Emergency Management Agency (FEMA) and
Georgia Emergency Management Agency (GEMA)
GTRI/SPB Key Staff: Dr. Byron Keel and Dr.
Mark Richards
In February 1999, initial funding was received to establish the Severe
Storms Research Center at GTRI, under the leadership of Mr. Eugene F. Greneker
of GTRI's Radar
Systems Division . The SSRC was one of the principal recommendations
of the Governor's Task Force on Warning and Communications (see below).
The SSRC is now being organized and is formulating its research plan for
the first three years of operation. As its first activity, the SSRC has
established a collaborative relationship with the National
Severe Storms Laboratory of the National
Oceanic and Atmospheric Administration. The first project of
this partnership will be to install, as soon as possible, NSSL's advanced
Warning
Decision Support System - II at the Peachtree City, Georgia
NWS forecast office, with subsequent installations at GTRI's campus and
Cobb County facilities for joint research. View
Press Release.
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Governors’ Task Force on Warning and Communication
Sponsor: State of Georgia
GTRI/SPB Key Staff: Dr. Byron Keel and Dr.
Mark Richards
On March 20, 1998, 13 people were killed by a deadly tornado in Hall
and White Counties, Georgia, that was not detected in time to issue any
warnings. In the next few weeks, many more people were killed and
property damaged in Georgia and neighboring Alabama in a devastating spring
tornado season. In response, Governor Zell Miller of Georgia, working
through the Georgia Emergency Management Agency, chartered the Task Force
on Warning and Communication to study the response to these events and
determine how the State of Georgia could improve the effectiveness of both
the detection of severe weather and the dissemination of warnings.
GTRI/SPB staff served on the subcommittee on warning, focusing on the NEXRAD
Doppler radar network. The group identified a number of deficiencies
in the radar network and issued a number of recommendations, including
one for the formation of a Severe Storm Research Center.
Processor
Technology and Standards
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TASP: Tactical Advanced
Signal Processor; and VSIPL:
Vector/Signal/Image Processing Library
Sponsor: US Navy, Program Executive Office for Undersea Warfare
Principal Investigator: Dr. Mark Richards
Technical Lead: Mr. Randy Janka
TASP is concerned with developing techniques and standards for signal
processing hardware and software to enable and facilitate the insertion
of commercial off-the-shelf (COTS) equipment into the fleet, replacing
expensive and hard-to-maintain proprietary signal processors. Recently,
the program has focused on developing standards for a Common Operating
Environment (COE) for software to facilitate the development of vendor-neutral,
portable signal processing application software, and in particular on development
of the VSIPL standard
for a signal processing library.
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Projectile Tracking Radar
Sponsor: US Army Research Laboratory
GTRI/SPB Key Staff: Mr. Randy Janka and
Dr.
Mark Richards
On this project, GTRI performed the preliminary conceptual design of
a specialized instrumentation radar to be used for tracking the trajectory
of projectiles on a military test range. GTRI/SPB staff defined a
nominal signal processing algorithm flow and estimated the computational
requirements. They then estimated the size and cost of a commercial
off-the-shelf (COTS) VME signal processor required to implement the signal
processing functions of the radar.