
Topology
and Routing Design for Three-Dimensional Sensor Networks: Geometric Approaches
Sept. 2007 ~ August 2010, National Science Foundation
(NSF)
Investigator: Yu Wang;
Student: Fan Li, Siyuan Chen
Most existing wireless
sensor systems and protocols are based on two-dimensional design, where all sensors are
distributed in a two dimensional plane. This assumption is somewhat justified for
applications where sensors are deployed on earth surface and where the height of the
network is smaller than transmission radius of a sensor. However, 2D assumption may no
longer be valid if a sensor network is deployed in space, atmosphere, or ocean, where
nodes of a network are distributed over a 3D space and the differences in the third
dimension is too large to ignore. This project focuses on designing novel geometric
approaches to solve various topology control and position-based routing problems in 3D
sensor networks. Although many geometric topology control protocols and position-based
protocols have been studied in 2D sensor networks, the design of 3D networks is
surprisingly more difficult than the design in 2D. Many properties of the network require
additional computational complexity, and a number of problems cannot be solved by
extensions or generalizations of 2D methods. Facing up with these challenges, this project
seeks to study new geometric approaches for 3D sensor networks. The expected results
include: (1) various localized algorithms to efficiently construct 3D geometric topologies
in order to maintain network connectivity, conserve energy and enable energy efficient
routing; (2) new 3D position-based routing methods which can guarantee the delivery of
packets or the power efficiency of their routes; (3) integrated 3D geometric approaches to
address the joint design of topology and routing where these two issues are strongly
coupled and fundamentally influenced by geometry.
A
Microeconomic Approach: Protocol Design for Ubiquitous and Integrated Networks
Sept. 2006 ~ August 2007, Oak Ridge Associated
Universities
Investigator: Yu Wang;
Student: Fan Li
A ubiquitous and
integrated architecture has been envisioned for future networking. Most of the algorithms
and protocols designed in computer network implicitly assume that the participating
computers/users will act as instructed. However, end users in a wireless network are
interested in the share of the radio spectrum they enjoy, not in the global optimum of the
system. If these nodes act selfishly (e.g., refuse to relay the data while the routing
protocol assumed that they will), it may hinder the functioning of the network. Therefore,
protocols intended for selfish computers/users must be designed in advance to cope with
selfishness for future ubiquitous and integrated networks. In this project, we investigate
the impact of users' selfish behavior on the performance of several particular network
protocols in integrated networks, and aims to design truthful network protocols based on
game theory approaches for ubiquitous and integrated networks with various selfish
participants.
Dynamic
Topology Control for Wireless Sensor Networks
July 2006 ~ December 2007, University of North Carolina at
Charlotte, Faculty Research Grant (FRG)
Investigator: Yu Wang;
Student: Fan Li
Unlike wired networks,
in wireless sensor networks, each wireless node can move and thus change the topology of
the network. In this case, we need to adjust the transmission power or selected neighbors
to keep some properties of the network topology such as connectivity or power efficiency.
On the other hand, flexible topologies are enabled by multiple simultaneous frequencies to
multiple adjacent nodes in wireless sensor networks. Therefore, we need to efficiently
determine how to choose among all possible topologies and how to evaluate network
architectures. To address these problems, dynamic topology optimization (also called
topology control) is emerging as one of the critical issues in the implementation of
wireless sensor networks. The main goal of this projectl is to develop, design, implement
and test distributed topology control protocols for wireless sensor networks.
Experimental Testbed for Mobile Network Protocols
Sept. 2001 ¡V Jan. 2004, NSF/CISE-RR 013799
Investigators: Teresa Dahlberg, Essam Elkwae, Gail Ahn, Asis Nasipuri
Students: Vinod Namboodiri,
Shirisha Thummala
The
overall objective of this project is to experimentally analyze mobile network protocols
that support multimedia services. A wireless, mobile multimedia network is being
built to add an experimental component to four ongoing research projects at UNC Charlotte.
The experimental work will focus on the component of each project that involves
development and analysis of mobile network protocols. Experimentation will enable
critical analysis of protocol behavior in dynamic environments where real-world entities
replace simulation models, especially, network traffic models, wireless channel models,
fault and vulnerability models, and power usage models. The testbed will encompass
both cellular and ad hoc network architectures with components that include PCs and
laptops with IEEE 802.11 radios and FreeBSD operating system. Network nodes to be
configured include multimedia nodes that generate variable bit rate streaming audio and
video and a security authentication node.
U.S.-Sweden Partnership:
Fault-Tolerant Network Management
Aug. 2001 ¡V July 2004, NSF/ANIR 0125263
Investigator: Teresa Dahlberg;
Participants:
K.R. Subramanian, Kayvan Najarian
Partner: Simin Nadjm-Tehrani (Linköping University, Sweden)
Students: Bing Cao
The
objective of this project is to develop a partnership, between the Multimedia Computing
and Networking laboratory (MCN) at UNC Charlotte and the Real-time Systems Laboratory
(RTSLAB) at Linköping University in Sweden. MCN research includes a focus on
fault-tolerance of mobile networks. RTSLAB research includes a focus on
fault-tolerance of networking middleware.
Exploratory
Research: Interactive Visualization and Control of Mobile Network Simulations
March 2001 ¡V Feb. 2002, NSF/ANIR/SGER 0101866
Investigators: K. R. Subramanian, Teresa Dahlberg
The
objective of this research is to explore information visualization schemes to
interactively control, drive and analyze simulations of adaptive resource management
protocols in mobile networks. Two ideas are being explored: 1.
Interactively steer simulations to optimize multi-layer adaptive protocols, via
visualization interactions of appropriate simulation variables (system monitoring metrics,
metric parameters and simulation system parameters). 2. Characterize and segment
simulations in terms of their critical features (e.g., congestion, failure) under a
variety of dynamic network conditions. Objective 1 is aimed at making the user
central to the simulation environment, allowing simulations to be controlled (stopped,
backed up, variables/protocols changed) and directed towards certain predefined
objectives. The user's intuition and domain expertise helps explore (reduce) a large
search space of these variables. Objective 2 is targeted at characterizing simulations by
focusing on critical features of a simulation, such as normal, congestion, transient and
steady state failure, and recovery conditions. A robust scheme to detect and track
these features will permit large amounts of simulation data to be compactly represented,
stored and searched. The goal is to evaluate the application of this approach to
automating adaptive protocol design and optimization.
Collaborative
Research: Design and Restoration Techniques for Fault Tolerant Wireless Access networks
Oct. 2000 ¡V Sept. 2003, NSF/ANIR 9980528
Investigators: Teresa Dahlberg, David Tipper (U. of Pittsburgh)
Students: Bing Cao, Amit Suratkar, Karan Sood
Past students: Jinwie Jung (PhD, 2000), Axay Shah (MS, 2000), Bill
Heybruck (PhD, 2001), Surekha Panganamamula (MS, 2001).
The
objective of this project is to develop a comprehensive treatment of survivability for
wireless access networks. One thrust is survivable network design and analysis.
This includes identifying metrics that are useful for quantifying mobile network
performance during normal and abnormal operating modes and determining a methodology for
estimating the metrics. Given appropriate metrics, wireless access network topology
design and capacity allocation algorithms which incorporate survivability strategies are
being developed. This includes the cell-site architecture and the topology of the
network interconnecting the cells to the fixed infrastructure. A second thrust is
development of traffic restoration algorithms which aim at making the best use of
available network resources after a failure. This work concentrates on the design and
analysis of priority based traffic restoration techniques to provide users service
continuity while minimizing network congestion. A multi-layer approach involving a
coordinated strategy among network layers is being developed.
A Learning Centered Approach to Teaching
Evaluation
Sept. 1998 ¡V Aug. 2002, DOE
PI: Ganesh Mohanty (Mechanical Engineering);
Participant:
Teresa Dahlberg (with several others)
The
objective of this project is to develop mechanisms to measure student learning in the
classroom. Student evaluations of teaching have long been used as a measure of
teaching effectiveness, although research has consistently shown that there is no
significant correlation between student satisfaction and student learning in a course.
The long-term goal of this project is to develop a set of tools and mechanisms for using
student learning as a measure of teaching effectiveness.
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