A. Jorstad, D. DeMenthon, I-J. Wang, and P.
Burlina, "Distributed Consensus on Camera Pose," IEEE Transactions on Image
Processing,
vol.
19,
no.
9,
pp.
2396-2407,
September
2010.
R. Farrell, R. Garcia, D. Lucarelli, A. Terzis, and I-J.
Wang,
"Target localization in camera wireless networks," Pervasive and Mobile Computing,
Special Issue on Homeland
and Global
Security, Volume 5, Issue 2, pp. 165-181, April 2009.
I-Jeng
Wang and James C. Spall, "Stochastic optimisation with
inequality
constraints using
simultaneous perturbations and penalty functions," International
Journal
of
Control, vol. 81, no. 8, pp. 1232-1238, August 2008.
X.
Bai,
D.
C.
Marinescu,
L.
Boloni,
H.
J.
Siegel,
R.
A.
Daley,
and
I-J.
Wang,
"A
macroeconomic
model
for resource allocation in
large-scale distributed systems," Journal
of Parallel and Distributed Computing, 68, pp.182-199,
2008.
H.
J.
Siegel,
E.
K.
P.
Chong,
V.
Shestak,
A.
A.
Maciejewski,
L.
Benmohamed,
I-J.
Wang,
and
R.
A.
Daley, "A hybrid
branch-and-bound and evolutionary approach for allocating
strings of
applications to heterogeneous distributed computing systems,"
Journal
of Parallel and Distributed Computing, 2007.
A. Saksena,
D.
Lucarelli, and I-J. Wang, "Bayesian
model selection for mining mass spectrometry data," Neural
Networks, 18(5-6), pp. 843-849, 2005.
S. Bhatnagar,
M.C.
Fu, S.I. Marcus, and I-J. Wang, "Two-timescale simultaneous
perturbation stochastic approximation using
deterministic perturbation sequences," ACM Transactions on
Modeling
and
Computer Simulation, Special Issue on Simulation
Optimization,
vol.
13,
no.
2,
pp.
180-209,
April
2003.
[pdf]
M.C.
Fu,
S.I.
Marcus,
and
I-J.
Wang,
"Monotone
optimal
policies
for
a
transient
queueing
staffing
problem,"
Operations
Research, vol. 48, no. 2, pp.327-331, 2000. [pdf]
E.K.P.
Chong,
I-J.
Wang,
and
S.R.
Kulkarni,
"Noise
conditions
for
prespecified
convergence
rates
of
stochastic
approximation
algorithms,"IEEE
Transactions
on
Information
Theory, vol. 45, no. 2, pp. 810-814,
1999. [pdf]
I-J.
Wang
and
E.K.P.
Chong,
"A
deterministic
analysis
of
stochastic
approximation
with
randomized
directions,"IEEE
Transactions
on Automatic Control, vol. 43, no. 12, pp. 1745-1749,
1998. [pdf]
I-J.
Wang,
E.K.P.
Chong,
and
S.R.
Kulkarni,
"Weighted
averaging
and
stochastic
approximation,"
Mathematics
of Control, Signals, and Systems, vol. 10, no. 1, pp.
41-60, 1997. [pdf]
I-J. Wang, E.K.P. Chong, and S.R.
Kulkarni,
"Equivalent
necessary and sufficient conditions on noise sequences for
stochastic
approximation algorithms,"Advances
in
Applied
Probability, vol.
28, no. 3, pp. 784-801, 1996. [pdf]
Conference
Proceedings and Presentations
A.
J.
Llorens and I-J. Wang, "PAC-Bayeisan learning with
asymmetric cost," IEEE
Workshop on Statistical Signal Processing (SSP), June 2011.
H. A. Krichene, M. J. Pekala, K. C. Lauritzen, D.
G. Lucarelli,
and I-J. Wang, "Compressive sensing and stretch processing," 2011 IEEE Radar Conference,
May
2011.
J.
Li, E.
Elhamifar, I-J. Wang, and R. Vidal, "Consensus with robustness
to
outliers via distributed optimization," 2010
IEEE
Conference
on
Decision
and
Control, Atlanta, GA, December
2010.
J. H. Lim, I-J. Wang, and A. Terzis, "Tracking a
non-cooperative
mobile target using low-power pulsed
Doppler radars," 5th IEEE International Workshop on
Practical Issues in Building
Sensor Network Applications (SenseApp 2010),
Denver, CO,
November 2010.
H. A. Krichene, M. J. Pekala, K. C. Lauritzen, D. G.
Lucarelli,
and I-J. Wang, “Compressed sensing algorithms for BMD
scatterer
extraction,” Tri-Service
Radar
Symposium, June 24, 2010.
A. Jorstad, P. Burlina, I-J. Wang, D. Lucarelli, and D.
DeMenthon, "Consensus pose estimation over a camera sensor
network," The Fourth
International
Conference on
Intelligent Sensors, Sensor Networks and Information
Processing,
December 2008. [pdf]
J. A. Krill, K. W. O'Haver, M. J. O'Driscoll, I-J. Wang, and
D.
G. Lucarelli, "Prototype design and experimental results for
an
intruder detection swarming network," The
Fourth
International
Conference
on
Intelligent
Sensors,
Sensor
Networks
and
Information
Processing,
December 2008. [pdf]
J. H. Lim, I-J. Wang, and A. Terzis, "Energy-Efficient
Sensor
Management in Multi-static Active Sonar Networks," 2008 Asiloman Conference on
Signals,
Systems, and Computers, 2008. [pdf]
S. D. Jones, N. Merheb, and I-J. Wang, "A
Dynamic Spectrum Access MAC Appliqué for Legacy
Military
Radios," 2008 Milcom,
2008. [pdf]
A. Saksena and I-J. Wang, “Dynamic ping optimization for
surveillance in multistatic sonar buoy networks with energy
constraints,” 2008 IEEE
CDC. [pdf]
Q. Zhang, L. Benmohamed, and I-J. Wang, “Exploiting time and
user
diversity in distributed medium access control for mobile
ad-hoc
networks,” QShine 2008
Conference, 2008.
D. L.
Lucarelli, A. Saksena, R. Farrell, and
I-J. Wang, “Distributed inference for network localization
with radio
interferometric ranging,” the
European Conference on Wireless Sensor Networks, 2008.
[pdf]
R. Farrell, R. Garcia, D. Lucarelli, A. Terzis, and I-J.
Wang,
"Localization in Multi-Modal Sensor Networks," in the Proceedings of The Third
International
Conference on
Intelligent Sensors, Sensor Networks and Information
Processing,
December 2007. [pdf]
I-J. Wang, D. L. Lucarelli, and A. Saksena, "Dynamic
Ping
Optimization for Surveillance in
Multistatic Sonar Buoy Networks with Energy Constraints,"
poster
presentation, The
Third
International Conference on
Intelligent Sensors, Sensor Networks and Information
Processing,
December 2007. [pdf]
Anshu Saksena, Lotfi Benmohamed, Jeffrey Dunne, Dennis
Lucarelli,
I-Jeng Wang, "Improving System-wide Detection Performance for
Sonar
Buoy Networks using In-Network Fusion," Milcom 2007. [pdf]
S. D. Jones, E. Jung, X. Liu, N. Merheb, and I-J. Wang,
"Characterization of spectrum activities in the U.S.
public safety band for opportunistic spectrum access," IEEE
Symposium on New
frontiers in Dynamic Spectrum Access Networks (DySPAN), Dublin, Ireland,
April 2007. [pdf]
M. Ding, A.
Terzis, I-J. Wang, and D. Lucarelli, "Multi-modal calibration
of
surveillance sensor networks," Milcom 2006, Washington, DC, Oct. 2006. [pdf]
L. Benmohamed, P.
Chimento, B. Doshi, B. Henrick, I-J.
Wang, "Sensor network design for underwater surveillance," Milcom
2006, Washington,
DC, Oct. 2006.
A. Terzis, K.
Moore, R. Anandarajah, and I-J. Wang, "Slip surface
localization in
wireless sensor networks for landslide
prediction," Information Processing in
Sensor Networks (IPSN), Nashville, TN,
April
2006.
[pdf]
X.
Bai,
L.
Boloni,
D.
C.
Marinescu,
H.
J.
Siegel,
R.
A.
Daley,
and
I-J.
Wang,
"Are
Utility,
Price,
and Satisfaction Resource Allocation Models Suitable
for
Large-Scale Distributed Systems?"3rd International
Workshop
on Grid
Economics & Business Models (GECON 2006), Singapore,
May
2006.
[pdf]
X. Bai, L.
Boloni,
D. C. Marinescu, H. J. Siegel, R. A.
Daley, and I-J. Wang, "A
Brokering Framework For Large-Scale Heterogeneous Systems," 15th Heterogeneous
Computing
Workshop (HCW 2006), in the proceedings
of the 20th
International
Parallel
and
Distributed
Processing
Symposium
(IPDPS 2006), Rhodes Island, Greece, Apr. 2006.
H. Yu, D. C. Marinescu, A. S. Wu,
H. J. Siegel,
R. A. Daley, and I-J. Wang, "Plan
Switching: An Approach to Plan Execution in Changing
Environments,"
15th Heterogeneous
Computing Workshop (HCW 2006), in the proceedings
of
the 20th International
Parallel
and
Distributed
Processing
Symposium
(IPDPS 2006), Rhodes
Island, Greece,
Apr.
2006.
C. Costello
and I-J. Wang, "Surveillance camera
coordination through distributed scheduling," in the Proceedings
of
the
IEEE
Conference
on
Decision
and
Control, Seville,
Spain,
December
2005.
S. D. Jones, N.
Merheb, and I-J. Wang, "An experiment
for sensing-based opportunistic spectrum access in CSMA/CA
networks,"
to appear
in the Proceedings of First IEEE International
Symposium on New Frontiers in Dynamic Spectrum Access
Networks (DySPAN
2005),
Baltimore, MD, November 2005.
A. Saksena, D. Lucarelli,
and
I-J. Wang,
"Using domain knowledge
to constrain structure learning in a Bayesian bioagent
detector," in the Proceedings of International
Joint
Conference on Neural Networks (IJCNN) 2005, Montreal, Quebec, Canada,
July
2005.
V. Shestak,
E. K.
P. Chong, A. A. Maciejewski, H. J.
Siegel,
L.
Bemohamed,
I-J.
Wang,
and
R.
Daley,
"Resource
allocation
for
periodic
applications
in
a
shipboard
environments,"
presented
at
the 14th Heterogeneous Computing Workshop (HCW 2005),
in
the Proceedings of the of the 19th International Parallel
and
Distributed
Processing Symposium (IPDPS 2005), Denver, Colorado,
April
2005.
L. Benmohamed, P. Chimento, B.
Doshi, and
I-J. Wang, "Design
considerations for sensor networks with gateways," in Proc.
of
Communications
and
Networking
Technologies
and
Systems
Conference,
SPIE
Defense
and
Security
Symposium, Florida,
March
2005.
B. Doshi, L. Benmohamed, P.
Chimento, and
I-J. Wang, "Sensor
fusion for coastal waters surveillance," in Proc.
of
Multisensor Multisource Information Fusion Conference,
SPIEDefense and
Security Symposium, Florida,
March
2005.
B. Awerbuch, D.
Holmer, H. Rubens, K. Chang, and I-J.
Wang, "The pulse protocol: sensor network routing and power
saving," MILCOM
2004, Monterey,
CA, October
2004.
D. Lucarelli and
I-J. Wang, "Decentralized
synchronization protocols with nearest neighbor
communication," ACM
SenSys
2004, Baltimore,
MD, November
2004.
I-J. Wang, C.
P.
Diehl, and F. J. Pineda, "A
statistical model of proteolytic digestion," in the
proceedings ofthe 38th
Annual Conference on
Information Sciences and Systems, Princeton, NJ, March
2004.
C.
Liu, T. Saadawi, and I-Jeng Wang, "The effects of route
information
initialization on two on-demand routing
algorithms for wireless ad hoc networks," poster, the 2004
IEEE
Sarnoff
Symposium, Princeton,
NJ,
April 26-
27, 2004.
E. Y. Chang,
Y.-F.
Wang, and I-J. Wang, "Toward building
a robust and intelligent video surveillance system: a case
study," ICME 2004, 1391-1394,
2004.
I-J.
Wang and J. C. Spall, "Stochastic optimization
with inequality constraints using simultaneous perturbation
and penalty
functions," in Proceedings ofIEEE Conference on
Decision
and Control,
pp. 3808-3813,
Maui,
HI,
December
2003.
I-J. Wang, C. P.
Diehl, and F. J. Pineda, "A
statistical model of proteolytic digestion," conference
poster, in Proceedings
of
IEEE
Computer
Society
Bioinformatics
Conference, pp. 506-508, Stanford, CA,
August 2003.
R. Daley, J.
Pistole, and I-J. Wang, "Service-based
distributed resource management for large-scale tactical
systems," fast
abstract, The International Conference on Dependable
Systems and
Networks, San
Francisco, CA,
June 2003.
D.
Lucarelli,
C.
Resch,
I-J.
Wang,
and
F.J.
Pineda,
"Field-theoretic
methods
for
intractable
probabilistic
models,"poster,SIAM International
Conference on Data
Mining, San FranciscoCA,
May 2003.
C.
Resch,
C.D.
Piatko,
F.J.
Pineda,
J.
Pistole,
and
I-Jeng
Wang,
"Stochastic
search
and
graph
techniques
for
MCM
path
planning,"
in SPIE
AeroSense 2003:
Detection and Remediation Technologies for Mines and
Minelike Targets
VII,
April 2003.
X.
Xiong,
I-J.
Wang,
and
M.
C.
Fu,
"Randomized-direction
stochastic
approximation
algorithms
using
deterministic
sequences," in Proceedings of the 2002 Winter Simulation
Conference,
San
Diego,
CA,
December
2002.
S.
D. Jones, J. L. Hillman, R. A. Nichols, and I-J. Wang, "Communications
network
architectures
for
the
Army
Future
Combat
System
and
Objective
Force," in Proceedings
of 2002 Military Communications Conference,
October 2002.
C. D. Piatko, C.
Diehl, P. McNamee, C. Resch and I-J.
Wang, "Stochastic search and graph techniques for MCM path
planning,"
in SPIE
AeroSense 2002: Detection and Remediation Technologies for
Mines and
Minelike
Targets VII, April 2002.
S. D. Jones, I-J. Wang, E. K. P. Chong, and H. J. Siegel, "A MetaNet architecture for
end-to-end quality of service (QoS) over disparate
networks," in Proceedings
of2001
Military
Communications Conference, Vienna, VA,
October, 2001.
I-J. Wang and S. D. Jones, "The scalability of a
class of wireless sensor networks," in Proceedings of
theSPIE
ITCom2001 Conference on Modeling
and Designs of
Wireless Networks, Denver, CO., August,
2001.
C. D. Piatko,
C.
Priebe, L. Cowen, I-J. Wang, and P.
McNamee "Path planning for mine countermeasures command and
control,"
in Proceedings
ofSPIE Aerosense 2001 Detection and Remediation
Technologies
for
Minelike Targets VI, Orlando, FL, April 2001.
I-J. Wang and
J.C.
Spall, "Stochastic optimization with
inequality constraints using simultaneous perturbation and
penalty
functions,"
in Proceedings of the 2000 Conference on Information
Sciences and
Systems,
vol. 1, pp. WP2-1- WP2-5, Princeton, NJ, March 2000.
C. Resch, F.
J.
Pineda, and I-J. Wang, "Automatic
recognition
and assignment of missile
pieces in clutter," in Proceedings of
1999 International Joint Conference on Neural Networks,
session
9.4, paper
no. 2017, Washington, DC, July 1999.
I-J.
Wang
and
J.C.
Spall,
"A
constrained simultaneous
perturbation stochastic approximation algorithm based on
penalty
functions," in
Proceedings of the 1999 American Control Conference, vol.
1, pp. 393-399, San Diego, CA,
June1999 (Invited Paper).
S.
Chatterjea,
E.K.P. Chong, H.J. Siegel, S.D. Jones, M. Jurzcyk, and I-J. Wang, "Quality
of service attributes in a hierarchical system for global
information
dissemination: A preliminary study," 1999
International Conference on Parallel and Distributed
Processing
Technologies
and Applications, Las
Vegas, NV,
June 1999.
F. J. Pineda
and
I-J. Wang, "Perturbative field theory
for sigmoid belief networks," poster presentation, Snowbird
Workshop
on
Learning, Snowbird, Utah, April
1999.
E. K. P.
Chong,
I-J. Wang, and S. R. Kulkarni, "On
conditions for convergence rates of stochastic approximation
algorithms," in Proceedings
of the 36th IEEE Conference on Decision and Control,
San Diego,
California, December 10-12,
1997.
pp.
2279-2280.
I-J.
Wang,
E.
K.
P.
Chong,
and
S.
R.
Kulkarni,
"Weighted
averaging
and
stochastic
approximation,"
in
Proceedings of the
35th IEEE
Conference on Decision and Control, Kobe, Japan,
December
11-13,
1996,
pp. 1071-1076.
I-J.
Wang
and
E.
K.
P.
Chong,
"A
deterministic
analysis
of
simultaneous
perturbation
stochastic
approximation,"
in
Proceedings
of
the
30th
Annual
Conference
on
Information
Sciences
and
Systems,
Princeton,
New Jersey, March 20-22,
1996,
pp.
918-922.
I-J. Wang, E.
K.
P. Chong, and S. R. Kulkarni, "On
equivalence of some noise conditions for stochastic
approximation
algorithms,"
in Proceedings of the 34th IEEE Conference on Decision
and Control,
New
Orleans,
Louisiana,
December
13-15,
1995,
pp.
3849-3854
(One
of
five
finalists
for
the
Best Student Paper Award).
I-J.
Wang,
E.
K.
P.
Chong,
and
S.
R.
Kulkarni,
"Necessity
of
Kushner-Clark
condition
for
convergence
of
stochastic
approximation
algorithms,"
in Proceedings of the 32nd Annual
Allerton
Conference on Communication, Control and Computing,
Monticello,
Illinois,
September 28-30,
1994,
pp.
167-175.
I-J.
Wang,
E.
K.
P.
Chong,
and
R.
W.
Quong,
"Sample
complexity
of
continuous
binary
search
with
noisy
information,"
in Proceedings
of
the
33rd
IEEE
Conference
on
Decision
and
Control, Lake Buena
Vista,
Florida, December 14-16,
1994, pp. 650-651.
I-J.
Wang
and
E.K.P.
Chong,
"Continuous
binary
search
with
noisy
information
using
bisection
algorithms,''
in
Proceedings of
the 28th Annual Conference on Information Sciences and
Systems, pp.
758-762, Princeton, NJ, March 1994.
I-J.
Wang
and
E.
K.
P.
Chong,
"On
acceleration
of
stochastic
approximation
for
optimization
of
discrete
event
systems,"
in
Proceedings
of the 31st Annual Allerton Conference on Communication,
Control and
Computing,
Monticello, Illinois, September 29-October 1, 1993, pp.
948-957
(Invited
Paper).
I-J.
Wang
and
E.
K.
P.
Chong,
"Acceleration
of
stochastic
approximation
algorithms,"
presented
at 11th AnnualOhioStateUniversity
Control Workshop, Columbus, Ohio,
April 24, 1993.
Book
Chapters
and
Others
W.
G.
Bath,
C.
M.
Boswell,
S.
Sommerer,
and
I-J.
Wang,
"Detection
Systems
Information
Fusion,"
JHU/APL
Technical Digest, vol. 26, no. 4, pp. 306-314, 2005.
F. J. Pineda,
C.
Resch, and I-J. Wang, "Saddle point
approximation for intractable graph models," in Advanced
Mean Field
Methods:
Theory and Practice, M. Opper and D. Saad, Eds., MIT
Press, pp. 119-128, 2001.
I-J.
Wang
and
S.D.
Jones,
"Agile
Information
Control
Environment
Program," JHU/APL Technical Digest, vol.
20, no. 3,
pp. 271-275, 1999.
Research
Grants and Contracts
Principal
Investigator: from
the DARPA Information systems Office (ISO)
Agile Information Control environment (AICE) Program,
“Adaptive
Information
Control Techniques for the Agile Information Control
Environment,” Jan.
11,
1999 to Sep. 10, 2000.
Co-Principal
Investigator: from the DARPA Information systems Office
(ISO) Agile Information Control environment (AICE)
Program, prinicpal
investigator – Steven D. Jones (Johns Hopkins University
Applied
Physics
Laboratory), “An Intelligent MetaNet Controller,” Jan. 11,
1999 to May
8, 2000.
Principal
Investigator: from
the National Defense University Research
Grant, “Planning and Analysis Tools for Large-Scale
Wireless Sensor
Networks
Based on Theoretical Bounds,” May 2003 to Apr. 2004.
Co-Principal
Investigator: from Army
Research
Laboratory Collaborative Technology Alliance on
Communications and
Networks,
prinicpal investigator - Anthony J. McAuley (Telcordia
Technologies),
“Autonomous Internetworking,” Jul. 2001 to Sep. 2004.
Co-Principal
Investigator: from the
DARPA
Information Exploitation Office (IXO) Adaptive and
Reflective
Middleware
Systems (ARMS) Program, principal investigator – Rose Daley
(Johns
Hopkins
University Applied Physics Laboratory), “Mission-Oriented
Cooperative
Resource
Management,” Oct. 2003 to Mar. 2005.
Sub-award
Principal Investigator: from NSF Networking Technology and
Systems Programmable Wireless Networking Program
(NeTS-ProWiN),
co-principal
investigators – Zhi Ding (University of California, Davis),
Xin Liu
(University
of California, Davis), “Research and Test of Non-Intrusive
Wireless
Networks
for Opportunistic Spectrum Utilization,” Jan. 2006 to Dec.
2008.
Principal
Investigator: from the ONR Active Sonar Signal Processing
Discovery and Invention Program, “Optimized Ping Scheduling
for Multistatic
Sonar Buoy Networks,” Mar. 2007 to Feb. 2009.
Co-Principal
Investigator: from NSF Computer Systems Research,
co-investigators – Rene Vidal
(PI, Johns
Hopkins University), Andreas Terzis (Johns Hopkins
University), and
Francesco
Bullo (University of California, Santa Barbara),
“Distributed Sensing
via
Robust Consensus on Manifolds,” Sept. 2008 to Aug. 2010.
Principal
Investigator: from the DARPA Defense Science Office (DSO)
Knowledge Enhanced Compressive Measurements (KECoM) Program,
“Knowledge
Enhanced
Compressive Measurements for Radar Applications,” Jan. 2011
to Dec.
2013
(2nd and 3rd years optional).
Co-Principal Investigator:
from the DARPA
Defense Science Office (DSO) Mathematics of Sensing,
Exploitation, and
Execution (MSEE) Program, co-investigators
–
Stuart Russell (PI, UC Berkeley), Shankar Sastry (UC
Berkeley), Rene Vidal (PI,
Johns Hopkins University), Andreas Terzis (Johns Hopkins
University), Yanif
Ahmad (Johns Hopkins University), and Avi Pfeffer (Charles
River Analytics),
“Open-Universe Theory for Bayesian Inference, Decision, and
Sensing,” Sept.
2011 to Feb. 2015.
