| |
 |
Some Selected Projects Conducted by WINET
Group at IIT:
- USA NSF CPS:Medium: The Study of and Methodology Development for Loosely Coupled Networked Control Systems with Disturbances
funded by NSF CPS to Sept, 2013 (Estimated). Xiangyang Li, Principal Investigator; Co-PIs: ShangPing Ren, Paul Anderson, and Fouad Teymour
The objective of this research is to understand the loosely coupled networked control systems and to address the scientific and technological challenges that arise in their development and operation.
The approach is to (1) develop a mathematical abstraction of the CPS, and an online actuation decision model that takes into account temporal and spatial dependencies among actions; (2) develop algorithms and policies to effectively manage the system and optimize its performance with respect to applications' QoS requirements; and (3) develop an agent-based event-driven framework to facilitate engineers easily monitor, (re)configure and control the system to achieve optimized results. The developed methodologies, algorithms, protocols and frameworks will be evaluated on testbeds and by our collaborating institution.
The project provides fundamental understanding of loosely coupled networked control systems and a set of strategies in managing such systems. The components developed under this project enables the use of wireless-sensor-actuator networks for control systems found in a variety of disciplines and benefits waterway systems, air/ground transportation systems, power grid transmission systems, and the sort.
The impact of this project is broadened through collaborations with our collaborating institution. This project provides a set of strategies and tools to help them meet the new standards. The inter-disciplinary labs and curriculum development at both undergraduate and graduate level with an emphasis on CPS interdisciplinary applications, theoretical foundations, and CPS implementations prepare our students as future workforce in the area of CPS applications.
- NeTS-NECO: Some Fundamental Problems for Performance Study of
Opportunistic Spectrum Utilization, funded by NSF CCR 0832120, to
December 31, 2011 (Estimated). Xiangyang Li, Principal Investigator.
Imagine what happens as more devices go wireless -- not just
laptops, or cell phones and BlackBerrys, but sensor networks that monitor
everything (from temperature in buildings to moisture in
cornfields), radio frequency ID (RFID) tags that track merchandise at the
local Wal-Mart, devices that monitor nursing-home patients. All these
gadgets have to share a finite -- and increasingly crowded -- amount
of radio spectrum.
As a consequence, today new wireless technologies are struggling for
bandwidth. Dynamic
sharing of spectrum can provide a system some flexibility. Our
society will gain substantial benefits, both in the short run and in
the long run, from introduction of SOP sharing. This work will
greatly improve the network performance, and have broad impact on the
efficient usage of scarce spectrum resource in networks and
furthermore, our society. This project is expected to improve the
overall wireless spectral efficiency; enable wireless devices or
systems to make full use of spectral resources in an autonomous and
distributed manner; stimulate new applications to take full advantage
of cognitive radios for better QoS; and provide an excellent vehicle
for educating students with hands-on experience.
This work will develop, design, and implement efficient wireless
network protocols for better spectrum utilization and study some
fundamental performance bounds for networks with opportunistic
spectrum utilization. This work will study the Nash Equilibrium points
of the spectrum sensing game and spectrum access game when secondary
users are selfish. This work will design stable distributed link
scheduling and routing methods to maximize throughput, and derive some
necessary and/or sufficient conditions on attainable flows. This work
will also develop tractable and insightful metrics and models for
wireless networks using SOPs; obtain upper and lower performance
bounds for these metrics for a given set of models; define the
negotiation between application and network for picking the operating
point.
More readings in the topic of spectrum sharing and cognitive radio:
Cognitive Networking, and local backup.
SOME PUBLICATIONS PRODUCED AS A RESULT OF THIS RESEARCH
- Xiang-Yang Li, Ashraf Nusairat, Yanwei Wu, Yong Qi, JiZhong Zhao,
Xiaowen Chu, and YunHao Liu. "Joint Throughput Optimization for
Wireless Mesh Networks," IEEE Transaction on Mobile Computing (TMC),
2009.
- Xiang-Yang Li, Yu Wang, Haiming Chen, Xiaowen Chu, Yanwei Wu, Yong
Qi,. "Reliable and Energy Efficient Routing for Static Wireless Ad Hoc
Networks with Unreliable Links," IEEE Transactions on Parallel and
Distributed Systems (TPDS), 2009, p. 1408.
-
Yan-Li Cai, Wei Lou, Ming-Lu Li, and Xiang-Yang Li. "Energy-efficient
Target-Oriented Scheduling in Directional Sensor Networks," IEEE
Transaction on Computers, 2009.
- GreenObs: A Long-Term
Kilo-Scale Wireless Sensor Network System in the Vast Forest,
for forest monitoring
(collaboration with YunHao Liu from HKUST, JiZhong Zhao from Xi'An
JiaoTong, Ming Gu from Tsinghua, GuoMo Zhou from Zhejiang Forestry
Univ, GuoJun Dai from HangZhou DianZi, HuaDong Ma from Beijing
University of Posts and Telecommunications).
The missions of GreenOrbs are two fold:
(1) On one hand, GreenOrbs realizes all-year ecological surveillance in
the forest, collecting various sensory data including temperature,
humidity, illumination, and carbon dioxide titer. The collected
information is utilized to support various significant applications,
such as forest surveillance, forestry observation and research, fire
risk evaluation, and succor in the wild.
(2) On the other hand, GreenOrbs pioneers the effort in the sensor network
community to build a practical system. Through the real-world
experience in GreenOrbs, we expect to explore the potential design
space and scientific solutions, especially addressing the research and
engineering challenges for a wireless sensor network system that is
deployed in the virgin forest, involves 1000+ sensor nodes, and needs
to operate for over one year.
Check this for online data
retrieving.
-
OceanSense,
Sensor Network for Sea Monitoring (collaboration with YunHao Liu from
HKUST).
OceanSense aims to build an integrated sensor network system for
environment surveillance on the sea. The focus of this work is to
acquire and analyze information about environment factors such as
temperature, light illuminance, sea depth, etc. Current methods are
mostly labour-intensive and the data collection lacks both the density
and consistency of samplings. By deploying a wireless sensor network,
we are able to achieve continuous surveillance on the sea
environment.
We are deploying the working system in Tsingtao, China. We use TelosB
motes and TinyOS as our development basis. Current system consists of
20 sensor nodes deployed in the field, reporting sensing data
continuously to the base station. The complete system is designed to
scale to hundreds of sensors covering the sea area off Taipingjiao,
Tsingtao.
A short demo about our deployment.
Selected Finished Projects by WINET
Group at IIT:
- Prefix-Free Vertex Coloring for Channel Assignment in OVSF-CDMA
Wireless Ad Hoc Networks, supported by NSF CCF 0311174, August 1,
2003-July 31, 2006. PI: Peng-Jun Wan; Co-PI: Xiang-Yang Li.
Orthogonal variable spreading factor (OVSF) code provides a means of
support of variable rate data service at low hardware cost in CDMA
wireless systems. In an OVSF-CDMA wireless ad hoc network, a code
assignment has to be conflict-free, i.e., two nodes can be assigned the
same codeword or two non-orthogonal codewords if and only if neither of
them is within the transmission range of the other and no other node is
located in the intersection of their transmission ranges. In this
proposal, we propose to study various optimization problems on
conflict-free channel assignments in OVSF-CDMA wireless ad hoc networks.
The proposed studies include conflict-free channel assignment for maximum
throughput, for maximum bottleneck rate, and for both at the same time,
and transmission scheduling for minimum schedule duration when all nodes
have specified transmission rate. All these optimization problems are
expected to be NP-hard even when all nodes have the uniform transmission
radii. We will prove the NP-hardness of these problems and develop
provably good polynomial-time approximation algorithms. These studies are
both theoretical challenging and practical important for the deployment of
OVSF-CDMA wireless ad hoc networks. Furthermore, since wireless ad hoc
networks support applications related to disaster relief, public event
coordination, and military and law enforcement operations, increasing
their throughput and communication bottleneck has vast societal impact.
SOME PUBLICATIONS PRODUCED AS A RESULT OF THIS RESEARCH
-
Li, X.-Y., and Wang, Y.. "Simple approximation algorithms and ptass
for various problems in wireless ad hoc networks," Journal of Parallel
and Distributed Computing, 2006.
-
Li, X.-Y., Song, W.-Z., and Wang, W.. "A unified energy efficient
topology for unicast and broadcast," ACM MobiCom, 2005.
-
Li, X.-Y., Tang, S.-J., and Ophir, F.. "Multicast capacity for large
scale wireless ad hoc networks," ACM Mobicom, 2007.
-
Wang, W., Wang, Y., Li, X.-Y., Song, W.-Z., and Frieder,
O.. "Efficient interference aware tdma link scheduling for static
wireless mesh networks," ACM Mobicom, 2006.
-
Wang, Y., Wang, W., and Li, X.-Y.. "Efficient distributed low-cost
weighted backbone formation for wireless ad hoc networks," ACM
MobiHoc, 2005.
-
X.Y. Li, P.-J. Wan. "Theoretically Good Distributed CDMA/OVSF Code
Assignment for Wireless Ad Hoc Networks," COCOON 2005, 2005.
Copyright © 2010,
Wireless Networking Research Lab, Department of Computer
Science, Illinois Institute of Technology |
|
|