
Quality, Reliability, Security and Robustness in Heterogeneous Networks
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This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, QShine 2010. The 37 revised full papers presented along with 7 papers from the allocated Dedicated Short Range Communications Workshop, DSRC 2010, were carefully selected from numerous submissions. Conference papers are organized into 9 technical sessions, covering the topics of cognitive radio networks, security, resource allocation, wireless protocols and algorithms, advanced networking systems, sensor networks, scheduling and optimization, routing protocols, multimedia and stream processing. Workshop papers are organized into two sessions: DSRC networks and DSRC security.
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Content
- Title Page
- Preface
- Organization
- Table of Contents
- Session 1: Cognitive Radio Networks
- Transport Control Based on Spectrum SwitchingDetection in Cognitive Radio Ad Hoc Networks
- Introduction
- Related Works
- System Model
- An Implementable MAC Protocol
- A Spectrum Switching Detection Scheme
- A New Transport Control Mechanism
- Experiment Environment and Results
- Testbed Description
- Experiment Results
- Conclusions
- References
- Spectrum Prediction via Temporal Conditional Gaussian Random Field Model in Wideband Cognitive Radio Networks
- Introduction
- System Model
- Gaussian Markov Random Field and Sub-channel Status Prediction by TCGRF
- Gaussian Markov Random Field
- Intrinsic GMRF
- Temporal Conditional Gaussian Random Field
- Measuring WiFi Spectrum
- Simulation Results
- Conclusion
- References
- Cross-Layer Control for Utility Maximization in Multihop Cognitive Radio Networks
- Introduction
- System Model
- Sensing Model and System Constraints
- Queueing Dynamics and Problem Formulation
- Discussion of Formulated Problem
- Optimal Control Algorithm
- Discussion of Proposed Control Algorithm
- Further Discussion and Possible Extension
- Performance Analysis
- Conclusion
- References
- Reliable Channel Selection and Routing for Real-Time Services over Cognitive Radio Mesh Networks
- Introduction
- System Model and Assumptions
- Problem Formulation and Analysis
- PU Interruption Model
- End-to-End Delay
- Formulation of Channel Selection for Each Route
- Transformation
- Proposed Channel Selection and Routing Schemes
- Numerical Results and Analysis
- Solution Rate
- End-to-End Delay
- Conclusion
- References
- Session 2: Networks Security
- Studying Non-intrusive Tracing in the Internet
- Introduction
- Related Work
- Thumbprinting
- Algorithm
- Minimizing the Thumbprinting Interval
- Properties of the Thumbprinting Function
- Tracing the True Destination of a Source
- Algorithm
- Analysis
- Conclusion
- References
- A Sparse Bayesian Framework for Anomaly Detection in Heterogeneous Networks
- Introduction
- Related Work
- Sparse Bayesian Framework for Anomaly Detection
- Similarity Based on Normalized Features
- Sparse Bayesian Classification
- Parameter Estimation
- Simplified Classification
- Experiments
- Detection Performance
- The Representative Instances
- Conclusion
- References
- Mobile Sensing Enabled Robust Detection of Security Threats in Urban Environments
- Introduction
- Related Work
- System Overview
- Threat Model
- Network Model
- Mobile Sensing Enabled Threat Detection
- Threat Source Detection Using Mean Shift
- Kernel Density Estimation
- Density Gradient Estimation
- Cluster Formulation
- Robust Threat Source Localization
- Challenges on Bandwidth Selection
- Building the Cluster Hierarchy
- Localizing Multiple Threat Sources Using Adaptive Bandwidth
- Simulation Evaluation
- Methodology
- Results
- Conclusion
- References
- Detection of Fabricated CTS Packet Attacks in Wireless LANs
- Introduction
- Related Work
- Jamming Detection
- Discussions
- Performance Evaluation
- Experiment Setup
- Conclusion
- References
- Session 3: Resource Allocation
- Channel Aware and Queue Aware Scheduling in LTE Uplink
- Introduction
- Preliminaries
- System Model
- Channel and Queue Aware Scheduling
- CQAS in SCFDMA
- Algorithm 1
- Algorithm 2
- Algorithm 3
- Performance Analysis
- Simulation Parameters
- Numerical Results
- Conclusion
- References
- Optimal Channel Pairing and Power Allocation for Multi-channel Multi-hop Relay Networks
- Introduction
- System Model and Problem Statement
- Relaying Strategies
- Subcarrier Pairing
- Power Allocation
- Objective
- Optimal Multi-hop Subcarrier Pairing under Fixed Power Allocation
- Optimal Subcarrier Pairing for Three-Hop Relaying
- Optimal Subcarrier Pairing for Multi-hop Relaying
- Jointly Optimal Subcarrier Pairing and Power Allocation: A Separation Principle
- Two-Subcarrier Case (N=2)
- Multi-subcarrier Case (N&2)
- Optimal Power Allocation for Multi-hop Relaying
- Individual Power Constraint
- Total Power Constraint
- Simulation Results
- Conclusion
- References
- Resource Allocation with Minimum End-to-End Delay Differential Consideration in Multi-hop Cognitive Radio Networks
- Introduction
- Network Model and Problem Description
- Network Architecture
- Spectral Band Pool
- Link-Based Interference Model
- Problem Description
- Solution Approach
- Evaluation Results
- Simulation Environment
- Simulation Scenarios
- Simulation Results
- Conclusion
- References
- Network Coding Based QoS-Provisioning MAC for Wireless Smart Metering Networks
- Introduction
- The Related Works
- System Model
- Our Proposed Transmission Schemes
- The Basic Direct Transmission Scheme
- The Basic Grouping Transmission Scheme
- The Network Coding Based Grouping Transmission Scheme
- The Grouping Algorithm
- Performance Evaluations
- Conclusions
- References
- A Strategy-Proof and Non-monetary Admission Control Mechanism for Wireless Access Networks
- Introduction
- Model
- VCG Auctions without Money
- VCG Auctions
- Adaptation of VCG Auctions to Money-Free Scenario
- Further Analysis of the Failure of VCG
- Analysis of the Problem
- The First Mechanism
- Impossibility for Probabilistic Decisions of Equal Bids
- Lowest Winning Bid Theorem
- Our Proposed Mechanism
- Lifting Trick
- Properties of (p**, x**)
- Conclusion
- References
- Appendix
- Proof of Lemma 1
- Proof of Theorem 1
- Proof of Lemma 2
- Proof of Lemma 3
- Proof of Theorem 4
- Session 4: Wireless Protocols and Algorithms
- Enabling Multi-packet Transmission and Reception: An Adaptive MAC Protocol for MANETs
- Introduction
- Adaptive Multiple Packet Transmission and Reception (AMPTR)
- Scheme Overview
- Access Contention
- Access Coordination
- Data Transfer
- Block Acknowledgement
- Performance Evaluation
- Simulation Setup
- Simulation Results
- Conclusions
- References
- Admission Control and QoS Provisioning in Multi-service MDA for IEEE 802.11s-Based Wireless Mesh Networks
- Introduction
- Overview of ED-MDA
- Assumptions and Notations
- MDA without Traffic Differentiation
- MDA with Traffic Differentiation: ED-MDA
- The Real Time Connections Analysis in the ED-MDA Per-Flow Scheme
- Bounds Conditions for CFP Adaptive Adjustment
- ED-MDA Formulation
- Admission Control Scheme EAC
- CFP Values' Update Based on EAC Operation
- Time-Slots Reservation over ED-MDA by EAC Algorithm
- Simulation Results
- Simulation Configurations
- Results Analysis
- Conclusion
- References
- Empirical Analysis of Local Round Trip Time for Wireless Traffic Differentiation
- Introduction
- Analysis of LRTT Metrics
- Settings for LRTT Analysis
- Assumptions of LRTT Analysis
- Ethernet Analysis
- Wireless Analysis
- Network Infrastructure Analysis
- Evaluation
- Conclusions
- References
- On the Design of Access Network Packet Consolidation Protocol of CDMA 1xEV-DOSystems
- Introduction
- Analysis
- Case I: t&x
- Case II: tx
- Numerical Examples
- Concluding Remarks
- References
- Session 5: Advanced Networking Systems
- Performance Analysis of Cloud Computing Centers
- Introduction
- Related Work
- The Analytical Model
- The Markov Chain
- Departure Probabilities
- Transition Matrix
- Numerical Validation
- Conclusions
- References
- Efficient Stream Processing in the Cloud
- Introduction
- System Model and Problem Formulation
- Scheduling Model
- Problem Formulation
- Laxity-Based Scheduling
- Our Two-Queue Scheduling Approach
- Performance Evaluation
- Experimental Setup
- Experimental Results
- Related Work
- Conclusions
- References
- Deterministic Algorithm for Coded Cooperative Data Exchange
- Introduction
- Model
- Deterministic Algorithm
- Algorithm Description
- Algorithm Analysis
- Conclusions
- References
- Dynamically Provisioned Priority-Aware Algorithms in Shared Mesh Optical Networks
- Introduction
- Related Work
- Paper's Contribution
- Proposed Algorithms
- Static Maximum Path Availability Algorithm
- Dynamic Maximum Path Availability Algorithm
- Performance Analysis
- Static Traffic Analysis
- Dynamic Traffic Analysis
- Conclusion
- References
- Session 6: Sensor Networks
- NAT-ZigBee: NAT-Based Address Assignment for Scalable ZigBee Networks
- Introduction
- Zibgee Overview and Motivation
- NAT-Based Address Assignment for a Scalable ZigBee Network
- NAT-ZigBee: An NAT-Based Address Assignment Framework
- Performance Evaluation
- Conclusion
- References
- Interference Aware Routing and Load Balancing in Wireless Sensor and Actuator Networks
- Introduction
- Related Work
- Protocol Description
- Routing Metric
- Estimating Strength and Activity of the Interferer
- Load Balancing for Bulk Data
- Sink Initiated Routing Protocol
- Simulation Results
- Simulation Environment
- Resilience against Interference
- Scalability
- Case Study: Wireless Air Conditioning System (WACS)
- Conclusions
- References
- Sensor Distribution on Coverage in Sensor Networks
- Introduction
- Related Work
- Coverage Intensity
- Coverage Intensity
- Uniform Distribution
- Two-Dimensional Gaussian Distribution
- GU Distribution
- Distribution-Free Approach
- Infer Sensor Location Distribution from Locations of Sample Sensor Nodes
- Distribution-Free Coverage Intensity Estimation
- Simulation Verification
- Impacts of Sensor Location Distribution on Network Coverage Estimation
- Two-Dimensional Gaussian and Uniform Distributions
- Example and Evaluation of Distribution-Free
- Sample Size
- Example and Evaluation of Distribution-Free Approach
- Conclusion
- References
- Sensor-Aided Navigation in GPS-Denied Environments
- Introduction
- Related Work
- Observations and Motivations
- System Components
- A Preliminary Navigation Scheme
- Observations from Simulations
- The Proposed AmS Navigation Scheme
- User Step Length (L)
- Decision Threshold for IRR (?th) and Turning Angle (f)
- Runtime Adaptation
- Example Trace
- Performance Evaluation
- Experiments
- Simulations
- Conclusions
- References
- Session 7: Scheduling and Optimization
- Time and Power Scheduling in a Wireless Network with Network Coding and Bidirectional Relaying
- Introduction
- System Description
- Scheduling for a Network Using DNC
- Scheduling for a Network Using ANC
- Numerical Results
- Conclusions
- References
- Distributed Scheduling for Advance Bandwidth Reservation in High-Performance Networks
- Introduction
- Background
- Related Work
- Advance Bandwidth Scheduling Problems
- Distributed Scheduling Algorithms
- Fixed-Bandwidth
- Highest-Bandwidth
- First-Slot and All-Slots
- Performance Evaluation
- Experimental Results for Algorithm 1
- Experimental Results for Algorithm 2
- Experimental Results for Algorithm 3
- Conclusion
- References
- Proportionally Fair Selective Cooperation for Cellular Networks: Algorithm, Simulation and Analysis
- Introduction
- SystemModel
- Problem Formulation
- Proportionally Fair Selective Cooperation (PFSC)
- Analysis of PFS Covera Rayleigh Flat Fading Channel
- Numerical and Simulation Results
- Numerical Experiment
- Simulation
- Conclusion
- References
- A Multi-objective Optimization Approach for Designing Multihop Cellular Networks
- Introduction
- Problem Definition and Formulation
- Problem Description
- Terminology
- Mathematical Formulation
- Problem Resolution
- Experimentations and Results Analysis
- Experimentation
- Results and Analysis
- Conclusion
- References
- Session 8 : Routing Protocols
- Optimal Oblivious Routing in Hole-Free Networks
- Introduction
- Related Work
- Preliminaries
- Canonical Squares
- Path Definitions
- Cut Number
- Square Sequences of Paths
- Square Sequence Construction
- Side Size Bound
- Internal Square Sequence
- Oblivious Path Selection Algorithm
- Congestion and Stretch Analysis
- Lower Bound on Optimal Congestion
- Upper Bound on Algorithm Congestion
- References
- A Novel Buffer Management Architecture for Epidemic Routing in Delay Tolerant Networks(DTNs)
- Introduction
- Related Work
- Background and System Description
- Background on Fluid Flow Model
- Network Model
- Proposed Buffer Management Architecture
- Summary Vector Exchange Module (SVEM)
- Prediction of Message Dissemination
- Utility Calculation Module (UCM)
- Simulation
- Experimental Setup
- Proposed Policy for Maximizing Delivery Ratio
- Proposed Policy for Minimizing Delivery Delay
- Conclusions and Future Work
- References
- Self-optimizing Mechanism for Prediction-Based Decentralized Routing
- Introduction
- Related Work
- Prediction-Based Decentralized Routing
- Training Process
- Prediction Process
- Parameter Adaptation Process
- PDRv.2 Algorithm
- Performance Evaluation
- Generated Traffic Scenario
- Real Traffic Scenario
- The Effect of Prediction Use
- Conclusion and Future Work
- References
- HDMRP: An Efficient Fault-Tolerant Multipath Routing Protocol for Heterogeneous Wireless Sensor Networks
- Introduction
- Related Works
- Heterogeneous Disjoint Multipath Routing Protocol (HDMRP)
- Energy-Node-Disjointness
- Protocol Description
- Numerical Results
- Simulation Model
- Number of Paths
- Master Nodes Deployment Strategy
- Fault Tolerance
- Conclusion
- References
- Session 9 : Multimedia and Stream Processing
- Downlink Power Allocation for Stored Variable-Bit-Rate Videos
- Introduction
- Network and Video System Model
- Two-Step Downlink Power Allocation
- Distributed Algorithm
- Simulation Results
- Related Work
- Conclusion
- References
- Cross-Layer Multipath Transmission ofElastic and Streaming Traffic over Heterogeneous Wireless Networks and Its Performance Analysis
- Introduction
- System Model
- Elastic Traffic
- Streaming Traffic
- Multipath Transmission Exploiting Multihoming Capability
- Flow Splitting for Elastic Traffic
- Data Stripping for Video Streaming
- Flow-Level Performance
- Packet-Level Performance
- Numerical Results
- Flow-Level Performance
- Statistics of Packet Transfer Delay
- Conclusions and Future Work
- References
- Battery-Aware Wireless Video Delivery
- Introduction
- Problem Statement
- Energy Consumption on Video Coding
- Energy Consumption on Video Transmission
- Problem Formulation
- Energy Consumption Models and Measurement
- Encoder Energy Consumption Model
- Transmission Energy Consumption Model
- Expected End-to-End Distortion
- Battery Capacity Measurement
- Optimized Battery Capacity Framework under Distortion Constraint
- Experimental Result
- Conclusion
- References
- MERIT: P2P Media Streaming with High Content Diversity and Low Delay
- Introduction
- Related Work
- Problem Formulation
- Proposed Solution
- Centralized Solution
- Decentralized Solution
- Experimental Evaluation
- Conclusion
- References
- DSRC Workshop Session 1: DSRC Networks
- An Overview of the DSRC/WAVE Technology
- Introduction
- Regulatory Requirements
- DSRC/WAVE Standards
- The WAVE PHY
- WAVE MAC
- The WAVE WSMP
- Further Research Ideas
- Latency and Capacity Requirement
- The Social Science of DSRC
- Cross-Layer Optimization of DSRC Protocol Stack
- Summary and Conclusions
- References
- A Comparison of 802.11a and 802.11p for V-to-I Communication: A Measurement Study
- Introduction
- Related Work
- Trace Collection
- Contact Duration
- Loss Comparison in LOS and NLOS Environments
- Results
- Contact Duration
- Loss Distributions in LOS and NLOS Environments
- Measurements for Different Modulations of 802.11p
- Conclusions and Future Work
- References
- Analysis of Information Fusion for Low Cost, Precise and Reliable Vehicular Cooperative Positioning with DSRC
- Introduction
- GPS Performance
- Information Fusion for Vehicular Positioning
- Cooperative Positioning
- Cramer Rao Lower Bound for Cooperative Positioning
- Simulation and Performance Analysis
- Conclusion
- References
- A Distributed Challenge Detection System for Resilient Networks
- Introduction
- Related Work
- Distributed Challenge Detection Framework
- Comparison of Experimental Platforms
- Distributed Challenge Detection Simulation
- Network Monitoring
- Network Failure
- Anomaly Detection
- Experimental Results and Analysis
- OMNET++/INET
- Network Topology and Attack Implementation
- Challenges in the Wireless Mesh Networks
- Conclusions and Future Work
- References
- DSRC Workshop Session 2: DSRC Security
- Maximizing Mix Zone Effectiveness for the Mitigation of De-anonymization Threats in the Traffic Probe Message Service
- Introduction
- Background and Related Work
- The Traffic Probe Message Service
- Privacy for Mobile Users
- Privacy Protection in the Traffic Probe Message Service
- A De-anonymization Attack on Traffic Probe Message Service in Highway Scenarios
- Snapshot Time Difference Constraint
- Maximum Distance Travelled Constraint
- Minimum Distance Travelled Constraint
- Snapshot Pairing
- Optimizing Mix Zone Location in the Traffic Probe Message Service
- Mix Zones in Highway Scenarios
- Simulation of De-anonymization Attacks on the Traffic Probe Message Service
- Simulation Results
- Conclusions and Future Work
- References
- Layered and Service-Dependent Security in CSMA/CA and Slotted Vanets
- Security in Vehicular Ad-Hoc Networks
- Slotted Vanets - MS-Aloha
- Security Solutions and Vanet Protocols
- Link-Layer: Lightweight Security
- MAC Layer: DoS Prevention
- Application Layer: Vehicular Security by PKI
- Concluding Remarks
- MAC Layer: DoS Prevention
- Application Layer: Vehicular Security by PKI
- Concluding Remarks
- References
- Smart Elliptic Curve Cryptography for Smart Dust
- Introduction
- Elliptic Curve Cryptography
- Scalar Multiplication
- Arithmetic in Prime Fields
- Our Implementation
- Optimal Prime Field (OPF)
- Gallant-Lambert-Vanstone (GLV) Curve
- Conclusions
- References
- Author Index
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