____________
_Andrew L. Nelson, Ph.D. ____________
_
E-mail: alnelson@ieee.org
Web:
www.nelsonrobotics.org
________________________________________________________________________________
Education
Ph.D.
(2003)
Electrical Engineering, North Carolina State University, Raleigh, North
Carolina.
Title of Dissertation: “Competitive
Relative Performance and Fitness Selection for Evolutionary Robotics,”
under the direction of Dr. Edward Grant.
M.S.
(2000)
Electrical Engineering, North Carolina State University, Raleigh, North
Carolina.
Title of Thesis: “Characterization
of Winding Faults in Axial Flux Reluctance Motors in the Context of
Electric
Vehicle Propulsion Systems.”
B.S.
(1990) The Evergreen State College,
Olympia,
Washington, concentration in Computer Science and secondary
concentration in Art.
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Technical
Employment History
Jan. 2005-Present:
Staff researcher, Androtics LLC. (P.O. box
44065, Tucson,
AZ 85733-4065, U.S.A.)
Duties include planning and preliminary inception
of
research and business plan, design and fabrication of prototype robots,
review of
related research and preparation of scholarly research publications.
Accomplishments published 5
peer-reviewed research papers, articles and book chapters, designed and
fabricated a teleoperated service robot with integral gripper,
preparation of a
literature summary document covering over 800 references, and worked
with other
founding members to incorporate as an LLC.
Oct. 2003-Dec. 2004: Visiting Research Faculty, Department of
Computer Science and Engineering, University of South Florida.
(Computer
Science & Engineering, University of South Florida, ENB 118, 4202
E. Fowler
Ave., Tampa, FL 33620-5399, U.S.A.)
Duties included autonomous robot control design and
implementation, preparation of scholarly research publications,
collaboration
with other research groups, and preparation of new research proposals.
Accomplishments included publication of 3 peer-reviewed
articles,
implementation of an outdoor autonomous robot control navigation and
obstacle
avoidance system, and preparation and submission of 2 research
proposals.
Aug. 2000-Sept.
2003: Research Assistant, PhD. degree
candidate,
Center for Robotics and Intelligent Machines (CRIM), Laboratory of Dr.
Edward
Grant, The Center for Robotics and Intelligent Machines, North Carolina
State
University. (Dept. ECE, North Carolina State University, Campus Box
7911, Raleigh,
NC 27695-7911, U.S.A.)
Duties included research using artificial neural
networks to
control autonomous robots and preparation of scholarly research
publications. Further duties included
design of software and hardware components used in a swarm of small
autonomous
research robots (the EvBots), and the design and coding of a related
vision-based
simulation software application.
Accomplishments included publication of 8 peer-reviewed
articles,
presentations at technical conferences,
design and development of an autonomous control architecture and
simulation
environment written in MATLAB for a colony of small research robots,
development of a robot vision system and tactile sensor system, and
design and
fabrication of an indoor robot testing arena with overhead video
tracking system.
June 2000-Aug. 2000: Analog Design Intern, Unitrode division of
Texas
Instruments. (111 Corning Rd, Cary, NC 27511, U.S.A.)
Duties included simulation of VLSI circuits
containing both analog
and digital components, simulation of transformer design for use in
battery
charging products, and documentation of product development.
Accomplishments included the design of a mixed
analog-digital battery
charger controller for charging Li-ion batteries.
Aug. 1998-June 2000: Teaching Assistant, MS degree candidate,
Department of Electrical and Computer Engineering at North Carolina
State
University. (Dept. ECE, North Carolina State University, Campus Box
7911, Raleigh,
NC 27695-7911, U.S.A.)
Duties included teaching undergraduate laboratory
courses
including Introductory and Intermediate electric circuits, as well as
grader and
teaching assistant for graduate level classes in control theory.
Research
related to electric propulsion systems for electric vehicles was also
conducted
and included advising an undergraduate research group.
Accomplishments included the design, fabrication, and
testing of a
research scale 7-phase permanent magnet brushless DC electric motor.
The
research was published in a peer-reviewed archival journal.
May 1997--Aug. 1998: Molecular Biology Laboratory Technician:
Cystic
Fibrosis Center, The laboratory of Dr. Scott Randell, University of
North
Carolina School of Medicine. (University of North Carolina, 7011
Thurston-Bowles Bldg, CB 7248, Chapel Hill, NC 27599-7248, U.S.A.,
phone: (919)
966-8093.)
Duties included molecular biology laboratory work
including
PCR (polymerase chain reaction) DNA amplification, DNA isolation,
Southern
blots, tissue culture, microscopy imaging, radiological assays, and
preparation
of results for publication.
Accomplishments included publication of one peer-reviewed
article as
well as completion of several research studies related to the
expression of
CF-related genes in bronchial tissue.
Aug. 1997-Dec. 1997: Electrical Engineering Intern: AVX division
of Kyocera. (801 17th Ave. South, P.O. Box 867, Myrtle Beach, SC
29578-0867,
U.S.A., phone: 843-448-9411.)
Duties included automation line maintenance, ABB
industrial
robotic manipulator programming, Ladder Logic programming, upgrading
manufacturing equipment, and installation of video-based quality
monitoring
components on production lines.
Accomplishments included upgrade of an industrial
manufacturing-line
robot control program, the upgrade of several ceramic capacitor
manufacturing
machines, and the installation of a vision-based quality assurance
system.
Jan. 1996-May 1997: Full time student fulfilling requirements for
entry into the Graduate program at the Department of Electrical and
Computer
Engineering at North Carolina State University, Raleigh, North Carolina.
Jan. 1992-Dec. 1995: Cell Biology Laboratory Technician: The
laboratories of Dr. Keith Burridge, Cytoskeletal Signaling Research,
Department
of Cell Biology and Anatomy, University of North Carolina at Chapel
Hill. (Department
of Cell Biology and Anatomy, University of North Carolina, CB 7090,
Chapel
Hill, NC 27599, U.S.A., phone: (919) 966-5783.)
Duties included cell biology laboratory work
including
protein isolation, tissue culture, fluorescence microscopy, the
production of
monoclonal antibodies, electrophoresis, Western blots, the development
of a radiological
protein enzyme activity assay, scientific photography, preparation of
research
results for presentation and publication, and general lab maintenance.
Accomplishments included publication of one peer-reviewed
article,
the design and testing of a system for visualizing stress generated by
cells
growing on silicon-rubber substrates, numerous protein purifications,
completion of several sets of experiments related to cell signaling
involving
phosphorilation of signaling molecules, and various other cell biology
research
projects.
_________________________________________________________________________________
Skills
Engineering and
Computer
Skills:
Matlab, Simulink,
HTML,
Windows, Visio, Linux/UNIX, BasicX, LabView, National Instruments,
neural
networks and soft computing, machine learning, machine design, machine
prototyping, image processing.
Research and
Publication
Skills:
Research design,
scientific
writing, technical writing, publication preparation, web publication,
peer
reviewing, literature survey, grant preparation, technical
presentation, tutorial
presentation, lecture preparation.
_________________________________________________________________________________
Representative Publications
A.L. Nelson, E.
Grant, “Aggregate selection in evolutionary robotics,” in Mobile
Robots: The Evolutionary Approach, eds. N. Nedjah, L. Coelho,
L.
Mourelle, Studies in Computational Intelligence , Vol. 50, pp. 63-88,
Springer,
2007.
A.L. Nelson, B.L. Bailey, “What can life on earth tell us about artificial life and the creation of autonomous agents?” Theoria et Historia Scientiarum, Special issue of on Artificial Life, in press, vol. 8, no. 1, The Nicolaus Copernicus University Press, 2007.
A.L. Nelson, E. Grant, “Using direct competition to select for competent controllers in evolutionary robotics,” Robotics and Autonomous Systems, vol. 54, no. 10, pp. 840-857, Oct. 2006.
A.L. Nelson, E. Grant, “Developmental analysis in evolutionary robotics,” in Proceedings of the 2006 IEEE SMC Mountain Workshop on Adaptive and Learning Systems (SMCals’06), July 2006, pp. 201-206.
N.B. Almutairi, M.T. Alrifai, A.L. Nelson “Position Control
of an
Axial Flux Variable Reluctance PM Motor Using Fuzzy Logic,” ACSE International Journal on Automatic
Control and Systems Engineering, vol. 5, no. 4, Dec., 2005.
A.L. Nelson, E.
Grant, T.C. Henderson, “Evolution
of neural controllers for competitive game playing with teams of mobile
robots,”
Journal of Robotics and Autonomous Systems, vol. 46, no. 3, pp.
135-150,
2004.
A.L. Nelson, E.
Grant, J.M. Galeotti, S. Rhody, “Maze
exploration behaviors using an integrated evolutionary robotics
environment,” Journal of Robotics
and Autonomous Systems,
vol. 46, no. 3, pp. 159-173, 2004.
G.J. Barlow, T.C. Henderson, A.L. Nelson, E. Grant, “Dynamic leadership protocol for S-nets,” in Proceedings of the 2004 IEEE International Conference on Robotics and Automation (ICRA’04), New Orleans LA, Apr. 26-May 1, 2004, vol. 2, pp. 1091-1096.
D. Gastelum, T. Jones, A. Agarwal, J. Kothari, S. Bhat, H.K. Lee, E. Grant, A. Nelson, S. Rubin, G.K. Lee, “The development of a testbed for evolutionary learning algorithms for mobile robotic colonies,” in Proceedings of the 2004 International Symposium on Collaborative Technologies and Systems - Western Multiconference, San Diego CA, 2004, pp. 212-217.
Grant,
E.
Mattos, L. Barlow, G. Nelson, A.L.
Luthy,
K. Levedahl, B. Lee, G.
“Evolutionary
neural controllers for mobile robot colonies,” in Proceedings of the World Automation Congress,
June 28 - July 1, 2004, vol. 17,
pp. 37-42.
A.L. Nelson, L.
Doitsidis, M.T. Long, K.P. Valavanis, R.R. Murphy, “Incorporation
of MATLAB into a distributed behavioral robotics architecture,”
Proceedings of the 2004 IEEE/RSJ
International Conference on Intelligent Robots and Systems
(IROS’04), Sendai, Japan, 2004, pp. 2028-2035.
A.L. Nelson, E.
Grant, G.J. Barlow, T.C. Henderson, “A
colony of robots using vision sensing and evolved neural controllers,”
Proceedings of the 2003 IEEE/RSJ International
Conference on Intelligent Robots and Systems (IROS’03), Las Vegas,
NV, vol.
3, Oct. 27-31, 2003, pp. 2273-2278.
A.L.
Nelson, E. Grant, G.J. Barlow, M. White, “Evolution
of autonomous robot behaviors using relative competitive fitness,” Proceedings of the 2003 International Conference, Integration of Knowledge
Intensive Multi-Agent Systems (KIMAS’03) Modeling, Exploration, and
Engineering
Systems,
Boston, MA,
Oct. 1-3, 2003, pp. 145-150.
A.L. Nelson, E.
Grant, G. Lee, “Developing
evolutionary neural controllers for teams of mobile robots playing a
complex
game,” Proceedings of the 2003
IEEE International Conference on Information Reuse and
Integration (IRI 2003), Las Vegas, NV, Oct. 27-29, 2003, pp.
212-218.
A.L. Nelson, E.
Grant, G. Lee, “Using
genetic algorithms to capture behavioral traits exhibited by knowledge
based
robot agents,” Proceedings of the ISCA 15th International
Conference:
Computer Applications in Industry and Engineering (CAINE-2002), San
Diego,
CA, Nov. 7-9, 2002, pp. 92-97.
J. Galeotti, S.
Rhody, A.L. Nelson, E. Grant, G. Lee, “EvBots
– the design and construction of a mobile robot colony for conducting
evolutionary robotic experiments,” in Proceedings of the ISCA
15th
International Conference: Computer Applications in Industry and
Engineering
(CAINE-2002), San Diego CA, Nov. 7-9, 2002, pp. 86-91.
A.L. Nelson, E.
Grant, T.C. Henderson, “Competitive
relative performance evaluation of neural controllers for competitive
game
playing with teams of real mobile robots,” Measuring the
Performance and
Intelligence of Systems: Proceedings of the 2002 PerMIS Workshop,
NIST
Special Publication 990, Gaithersburg, MD, Aug. 13-15, 2002, pp. 43-50.
A.L. Nelson, M.
Chow, “Characterization
of coil faults in an axial flux variable reluctance PM motor,”
IEEE Transactions on Energy Conversion,
vol. 17, no. 3, pp. 340-348, Sept. 2002.
A. Nelson, M. Chow, “Electric
vehicles and axial flux permanent magnet motor propulsion systems,”
IEEE
Industrial Electronics Society Newsletter, vol. 46, no.4, pp.3-6,
Dec.
1999.
S.H. Bernacki, A.L.
Nelson, L. Abdullah, J.K. Sheehan, A. Harris, C. William Davis, S.H.
Randell, “Mucin
gene expression during differentiation of human airway epithelia in
vitro. Muc4
and muc5b are strongly induced,” American
Journal of Respiratory Cell and Molecular Biology, vol. 20, no. 4,
pp.
595-604, Apr. 1999.
K. Burridge, A.
Nelson, “An
in-gel assay for protein tyrosine phosphatase activity: detection of
widespread
distribution in cells and tissues,” Analytical
Biochemistry, vol. 232, no. 1, pp. 56-64, Nov. 1995.
_________________________________________________________________________________
Professional
Affiliations and Service
Reviewing Service
for the
following journals and international conferences: Robotics and
Autonomous
Systems, IEEE Transactions of Evolutionary Computing, Autonomous
Robots, IEEE
Transactions on Robotics, Autonomous Robots, Communications of the
Association
for Computing Machinery, International Journal of Robotics and
Automation,
program committee member for the 2007 7th International
Conference
on Intelligent Systems Design and Applications, reviewer for the 2006
Sixth
International Conference in Intelligent Systems and Applications,
program committee
member for the 2004 IEEE International Conference on Robotics and
Automation
(ICRA).
Member, IEEE,
the Institute of Electrical and Electronics Engineers.
Society memberships include the IEEE Robotics and Automation Society,
the IEEE
Systems, Man, and Cybernetics Society, and the IEEE Computational
Intelligence
Society.
Member, AAAS,
American Association for the Advancement of Science. Member,
the Computational Intelligence Group at Lakeland, University of South
Florida,
Lakeland, Florida.
_________________________________________________________________________________
Press
“Evolutionary
Robotics
Research Project,” Industry/Research News. IEEE Robotics &
Automation Magazine,
March 2005, pg. 79.
“Evolution trains
robot
teams,” Technology Research News, May 19-26, 2004, http://www.trnmag.com/Stories/2004/051904/Evolution_trains_robot_teams_051904.html
“When
Robots Play Games,” Archived discussion
on Slashdot, 128 comments, May 23-24 2004, http://games.slashdot.org/games/04/05/23/1746233.shtml?tid=137&tid=216
R. Piquepaille “The
EvBots:
When Evolution Trains Robot Teams,” Roland Piquepaille's Technology
Trends, May
20, 2004, http://www.primidi.com/2004/05/21.html#a848.
Extracurricular
Interests
Mentored high
school robotics
club. Artwork has been shown in several galleries. Other interests
include art
machine design, automobile restoration, woodworking, metalworking,
furniture
design and restoration, graphic design and web design.
References
available upon
request.