Objective
Seeking a position as a hands-on manager or staff engineer with an emphasis
on the algorithm and software development, where my experiences would be
mutually empowering.
Algorithm development experience includes a variety of applications such
as a mobile mapping system, a construction machine control system, an
aircraft landing system, and a space-debris orbit analysis system.
Strong mathematical background for designing image filters such as
OCR/OCM and SIFT, linear and non-linear filters including Kalman Filters
(KF, EKF, UKF), Complementary Filter, Particle Filter, and Gabor Filter.
Basic knowledge and experience in machine learning algorithms including
AdaBoost, Real AdaBoost, and SVM. Experienced in rapid proof-of-concept
with Matlab and algorithm implementations with C/C++.
Experience
Topcon Positioning Systems, Inc. (02/2008
- Present)
Mobile Mapping System, Engineering Leader : responsible for development of
a mobile mapping system (IP-S2) that provides 3D point cloud models by
integrating measurements form GPS, IMU, LIDAR, and Cameras. The team has
to work in a fast-paced development environment to meet challenging release
targets, and my responsibilities include:
. Day-to-day supervision of four senior engineers (three Software and one
Mechanical),
. Defining and maintaining schedule milestones to meet release targets,
. Identifying and prioritizing the critical engineering problems and
issues,
. Making decisions to execute cost/time effective development with
cooperating with Product Management team.
Integrated Navigation System, Engineering Leader : responsible for research
and development of a navigation system that integrates GPS, IMU, and Image-
based navigation to provide consistent accuracy through the full range of
anticipated operational conditions including GPS-denied environments. My
responsibilities included:
. Defining and identifying system requirements for the navigation system,
. Evaluating image filters and tracking methods such as OCR/OCM and SLIM
in order to select a proper method for the application,
. Designing a Kalman filter that integrates GPS, IMU, and Image-based
navigation, and implementing the filter on a Linux platform.
Motor Grader Control System, Sr. Algorithm/Software Engineer : responsible
for designing and implementing a new control algorithm to improve the
existing motor grader blade control system. My responsibilities included:
. Designing a control algorithm with a Kalman filter that improves the
dynamic range and the stability of the existing system by integrating a
MEMS IMU in the system,
. Implementing the algorithm on a PowerPC platform,
. Planning and conducting verification/validation tests.
Information & Science Techno-System Co., Ltd., Japan
(01/2005 - 12/2007)
Research Engineer (Consultancy) : participated in research and development
of an imagery data searching system for satellite remote sensing images.
. Providing technical evaluations on image filters,
. Designing an image clustering algorithm with a Gabor filter and
prototyping on Matlab.
Stanford University GPS Laboratory (09/2003
- 12/2007)
Research Assistant : responsible for conducting research on a GPS-based
aircraft landing system under a grant from the FAA. My responsibilities
included:
. Studying dual-frequency GPS technology to realize the landing system
that had very stringent integrity requirements.
. Designing a system that satisfies the integrity requirement by
integrating and optimizing several dual-frequency carrier-smoothing
filters.
. Contributing to create the Algorithm Description Document for the FAA.
National Space Development Agency of Japan (NASDA) (04/1996
- 08/2002)
(currently Japan Aerospace Exploration Agency)
Space Debris Observation and Orbit Analysis System, System Engineer
. Designed and prototyped space debris orbit analysis algorithms.
. Led a team of software engineers for the system implementation,
overseeing technical decisions, scheduling, and coordination with other
groups.
. Contributed to international space debris observation campaigns, leading
NASDA's orbit analysis team.
Personal Project (Hobby)
Self-studying new algorithms/technologies and implementing applications
with the new knowledge are my hobby. Such personal projects include:
. Studying Machine Learning with an online course and technical papers,
. Implementing face-detection software using a supervised machine learning
technique (Viola-Jones method-AdaBoost with Haar-like features),
. Improving the face-detection performance with combining another machine
learning technique (Real AdaBoost with edgelet features).
Education
Stanford University, Stanford CA
. Ph.D.: Aeronautics and Astronautics, 2007.
. Ph.D. Minor: Electrical Engineering, 2006.
. M.S.: Aeronautics and Astronautics, 2003.
Nara Institute of Science and Technology, Japan
. M.S.: Computer Science, 1996.
Osaka University, Japan
. B.S.: Mechanical Engineering, 1994.
Skills
Languages : C/C++, Shell Script
Tools & IDEs: Matlab, OpenCV, Visual Studio, Eclipse, CodeWarrior, Qt, C-
LAPACK, SVC, Vault, Cygwin, MS Office (Word, Excel, PowerPoint,
Project, Visio)
OS platforms: Windows, Linux
Awards and Honors
. The GM of Corporate Planning Div. Prize, the Proposal System for New
Business and New Product, Topcon, 2011
. Student Paper Competition Winner, The Institute of Navigation (ION) GNSS
2007
Publications
. "Laser scanner, laser scanner measuring system, calibration method for
laser scanner measuring system and target for calibration." U.S. patent
No. 8310653, November, 2012.
. H. Konno, J. Brabec, "3D-MC2 for Motor Grader: Motor Grader Blade
Control with Slope Sensor and MEMS Gyroscope", Proceeding of 3rd
International Conference on Machine Control & Guidance, 2012.
. H. Konno, J. Brabec, R. Graham, "Automatic Blade Slope Control System",
U.S. patent filed, July 2011.
. H. Konno, "Design of an Aircraft Landing System using Dual-Frequency
GNSS", Ph.D. Dissertation, Stanford University, 2007.
. H. Konno, "Dual-Frequency Smoothing for CAT III LAAS: Performance
Assessment Considering Ionosphere Anomalies", Proceedings of ION GNSS,
2007.
. H. Konno, S. Pullen, J. Rife, P. Enge, "Ionosphere Monitoring
Methodology for Hybrid Dual-Frequency LAAS", Proceedings of ION GNSS,
2006.
. H. Konno, S. Pullen, J. Rife, P. Enge, "Evaluation of Two Types of Dual-
Frequency Differential GPS Techniques under Anomalous Ionosphere
Conditions", Proceedings of ION NTM, 2006.
. H. Konno, S. Pullen, M. Luo, P. Enge, "Analysis of Ionosphere Gradient
using Japan GEONET Data", Proceedings of ION NTM, 2005.
. H. Konno, T. Tajima, "Reentry Prediction Method using Multiple Two-Line
Elements" (Japanese), Journal of the Japan Society for Aeronautical and
Space Sciences, Vol.48, No.555, 2000.
. H. Konno, K. Nonaka, M. Kameyama, T. Onishi, "Development of Space
Debris Orbit Analysis Test System (DOANATS)" (Japanese), Proceedings of
the Space Sciences and Technology Conference, 1999.
. H. Konno, T. Tajima, M, Hirota, "Reentry Prediction Method using Plural
Two Line Elements", Proceedings of 13th International Symposium on Space
Flight Dynamics, 1998.
. H. Konno, T. Tajima, S. Mori, "Conceptual Study of Space Debris Orbit
Analysis Test System", Proceedings of Second European Conference on
Space Debris, 1997.
Hiro Konno
Cell : 925-***-****
Address : 1435 Columbine Way, Livermore, CA 94551
e-mail : *********@*****.***