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Junshan Zhang,
Ph.D. Professor School of Electrical, Computer and Energy
Engineering Ira A. Fulton School of Engineering Arizona State
University Tempe, AZ 85287-7206

Further Contact
Information:
- Office: GWC 440
- Phone: (480) 727-7389
- Fax: (480) 965-8325
- E-mail: FIRST name dot LAST name at ASU dot EDU
- Please contact Merri Platt at (480) 965-5311 in case you could not
reach me.
Brief Biography
Our weekly Network Science Seminar at ASU
[Opening for postdoctoral scholar on Information Networks
and Network Science]
Current Research Interests:
My research interests fall
in the general field of communication networks (particularly wireless
ad-hoc networks and sensor networks), cyber-physical systems with
applications to smart grid, stochastic modeling and optimization, and
wireless communications. Together, these areas have a wide range of
intellectual emphasis. I believe that to make great impact, engineering
research should be application-driven and high-quality research should
bridge theory and practice, and researchers should build a broad spectrum
to follow the cutting-edge applications and meet the demands therein.
My research draws on a synergy of advanced mathematical tools to
deliver practical network solutions. Recent research activities in our
group include characterizing delay peformance of wireless networks via
fluid analysis and heavy traffic diffussion approximation, using optimal
stopping theory to devise PHY-aware distributed scheduling for ad-hoc
networks, investigating the impact of noisy feedback on stochastic network
utility maximization for QoS provisioning, joint MAC design and routing
for MIMO ad-hoc networks, self-similarity of multi-access interference and
resource allocation in wireless CDMA networks, throughput scaling and
power allocation in ad-hoc/sensor networks, capacity bounds of MIMO relay
channels, Large system analysis of CDMA networks, rate distortion theory,
and a complex network view of ad-hoc/sensor networks. Notably, our
research group is among the first few groups in two areas: 1) cross-layer
optimization and 2) wireless relay networks; and our research results in
these areas have been well received.
Traditionally, researchers in
networking research and information theory investigate research problems
using "different languages". The fast growing area of wireless networks
(particularly network optimization and network information theory) serves
as a nice bridge between these two communities. Since Fall 2000, we have
carried out research on cross-layer optimization and control for different
network models, including wireless cellular networks, ad-hoc networks and
sensor networks. Given that cross-layer optimization was a relatively new
open research area, I organized a panel on ``Defining cross-layer design
in wireless networks'' at ICC 2003.
Preprints and News:
Miao He will join
the faculty of Texas Tech University in Sept.
2013.
Osman Yagan will
join the faculty of Carnegie Mellon University in Silicon Valley in Sept.
2013.
Two papers "Barrier Coverage in Bistatic
Radar Sensor Networks: Cassini Oval Sensing and Optimal Placement"
and "Social Trust and Social Reciprocity Based Cooperative D2D
Communications" from our group have been accepted by
Mobihoc 2013 (acceptance ratio
10%).
L. Yang and M. He and J. Zhang and V. Vittal, ''Stochastic
Optimization based Economic Dispatch and Interruptible Load Management
with Increased Wind Penetration,'' revised, IEEE Transactions on
Power Systems.
M. He and L. Yang and J. Zhang and V. Vittal, ''A
Spatio-temporal Analysis Approach for Short-term Forecast of Wind Farm
Generation,'' submitted to IEEE Transactions on Power Systems.
L. Yang and Y. Sagduyu and J. Zhang and J. Li, ''Deadline-aware
Scheduling with Adaptive Network Coding for Real-time Traffic,"
submitted to IEEE/ACM Transactions on Networking.
D. Qian and D. Zheng and J. Zhang and N, Shroff and C. Joo,
''Distributed CSMA Algorithms for Link Scheduling in
Multihop MIMO Networks Under SINR Model,''
IEEE/ACM Transactions on Networking, to appear.
L. Yang and H. Kim and J. Zhang and M. Chiang and C. Tan,
''Pricing-based Decentralized Spectrum Access Control in Cognitive Radio Networks ,''
IEEE/ACM Transactions on Networking, to appear.
O. Yagan and D. Qian and J. Zhang and D. Cochran, ''On Allocating Interconnecting Links against Cascading Failures in Cyber-Physical Networks," IEEE Transactions on Parallel and Distributed Systems, Special Issue on Cyber-Physical Systems (CPS),
to appear.
O. Yagan and D. Qian and J. Zhang and D. Cochran, ''Conjoining Speeds up Information Diffusion in Overlaying Social-Physical Networks,"
accepted, JSAC special issue on Network Science.
M. He and V. Vittal and J. Zhang, ''Online Dynamic Security Assessment with Missing PMU Measurements: A Data Mining Approach,''
IEEE Transactions on Power Systems, vol.28, no.2, pp.1969-1977,
May 2013.
M. He and J.Zhang and V. Vittal, ''Robust
On-line Dynamic Security Assessment using Adaptive Ensemble
Decision-Tree Learning,''
to appear, IEEE Transactions on Power Systems.
L. Yang and Y. Sagduyu and J. Zhang and J. Li, ''Distributed stochastic power control in adhoc networks: a nonconvex optimization case,'' EURASIP,
to appear.
M. He and S. Murugesan and J.Zhang, ''A
Multi-timescale Scheduling Approach for Stochastic Reliability in
Smart Grids with Wind Generation and Opportunistic Demand,''
IEEE Transactions on Smart Grid, vol.4, no.1, pp.521-529, March
2013.
J. Choi and C. Joo and J. Zhang and N.B. Shroff, ''Distributed Link Scheduling under SINR Model in Multi-hop Wireless Networks ,'' submitted to IEEE/ACM Transactions on Networking.
Publication News:
Our INFOCOM paper "Distributed Opportunistic Scheduling with Two-Level Channel
Probing," was selected as one of the two run-up papers for
INFOCOM 2009 Best Paper Award
Our paper "Capacity Bounds and Power allocation in Wireless Relay
Channel," in IT Transaction June 2005, has received more than
500 citations (based on Google Scholar)
Our paper "On the Capacity of MIMO Relay Channels," in IT
Transaction Jan. 2005, has received more than 300 citations (based on
Google Scholar)
Our paper "Output MAI Distributions of Linear MMSE Multiuser Receivers
in DS-CDMA Systems," in IT Transaction March 2001, has received
more than 170 citations (based on Google Scholar)
Our paper "Distributed Opportunistic Scheduling for Ad-Hoc
Communications: An Optimal Stopping Approach," in Mobihoc 2007,
has been profiled and by the Technical Insights division of Frost
Sullivan, a global growth consulting firm [pdf]
Recent Research Projects
-
- Channel aware distributed scheduling for ad-hoc
networks ;
- Stochatic Network utility maximization for QoS
provisioning ;
- Cooperative sensor networks ;
- MIMO ad-hoc networks ;
- Complex network view of ad-hoc/sensor networks
;
- Self-similarity of multi-access interference and
resource allocation in wireless CDMA networks ;
- Large scale ad-hoc/sensor networks ;
- capacity bounds of MIMO relay channels ;
- Throughput scaling of wireless relay networks
;
- Power allocation for wireless relay networks
;
- Large system analysis of CDMA networks ;
- Rate distortion theory .
Recent Invited Talks:
- ``Distributed Opportunistic Scheduling for Ad-Hoc
Communications: An Optimal Stopping Approach,'' ISS Seminar,
Department of Electrical Engineering, Princeton University, June 2007.
- ``Distributed Opportunistic Scheduling for Ad-Hoc
Communications: An Optimal Stopping Approach,'' WINLAB, Rutgers
University, June 2007.
- "Fundamental Tradeoff between Channel Probing and
Data Transmission in Wireless Ad-hoc/Sensor Networks,"
Coordinated Science Lab, Dept. of ECE, Univ. of Illinois at
Urbana-Champaign, Feb. 2007.
- "Distributed Network Utility Maximization in
Multi-hop Wireless Networks: Noisy Feedback, Lossy Channel and
Stability,'' Dept. of EECS, Univ. of Michigan, Ann Arbor, MI,
Feb. 2007.
- "Distributed Network Utility Maximization in
Multi-hop Wireless Networks: Noisy Feedback, Lossy Channel and
Stability," Dept. of ECE, Purdue Univ., West Lafayette, IN, Dec.
2006.
- "Distributed Network Utility Maximization in
Multi-hop Wireless Networks: Noisy Feedback, Lossy Channel and
Stability,'' Dept. of ECE, Univ. of Maryland, College Park, Oct.
2006.
- "Cross-Layer Rate Control in Multi-hop Networks,"
Dept. of ECE, Univ. of Utah, Salt Lake City, Sept. 2006.
- "Energy Efficient Data Transport in Wireless Relay
Networks: Cooperative Relaying, Scaling Laws, and Coalition-Aided
Routing," Department of ECE, Syracuse University, June 2006.
- "A Stochastic Primal-Dual Algorithm for Joint Flow
Control and MAC Design in Multi-hop Wireless Networks," in
Session on Optimization of Communication Networks, 40th Conference on
Information Science and Systems (CISS), Princeton University, March
2006.
- "Throughput Scaling in Wideband Sensory Relay
Networks: Cooperative Relaying, Power Allocation and Scaling Laws,"
in MSRI Workshop on Mathematics of Relaying and Cooperation in
Communication Networks, Mathematical Science Research Center, Berkeley,
April 2006.
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