Research Interests
Mobile Network Architectures and Protocols
Mobile Computing (models, algorithms, and middleware)
Survivable Networks
Wilress Ad hoc and Sensor Networks
Three-Dimensional Networks
Design, Visualization, Simulation, and Modeling of Network Protocols

Network Security


Research Projects

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.