Wireless Algorithms, Systems, and Applications

Name: Wireless Algorithms, Systems, and Applications | 11th International Conference, WASA 2016, Bozeman, MT, USA, August 8-10, 2016. Proceedings
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11th International Conference, WASA 2016, Bozeman, MT, USA, August 8-10, 2016. Proceedings

Qing Yang Wei Yu Yacine Challal(Editor)

Springer (Publisher)

Published on 3. August 2016

XV, 583 pages

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978-3-319-42836-9 (ISBN)

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Content

Intro
Preface
Organization
Contents
Randomized Skip Graph-Based Authentication for Large-Scale RFID Systems
1 Introduction
2 Related Works and Preliminary
2.1 Related Works
2.2 Preliminary
3 RSGA
3.1 Motivations and Basic Idea
3.2 Definitions and Assumptions
3.3 The Proposed Authentication Protocol
4 Analyses
4.1 Anonymity Analysis
4.2 Cost Analysis
5 Simulation
5.1 Simulation Configuration
5.2 Simulation Results
6 Conclusion
References
Tefnut: An Accurate Smartphone Based Rain Detection System in Vehicles
1 Introduction
2 Related Work
3 System Design and Implementation
3.1 System Overview
3.2 Divide Audio Clips into Segments
3.3 Segment-Level Feature Extraction
3.4 Divide Segments into Frames
3.5 Frame-Level Feature Extraction
3.6 Multiple Frames Accumulation
3.7 Dimension Reduction
4 Evaluation
4.1 Recognition Performance of Different Recognizers
4.2 Experimental Results
4.3 Time Consumption of Every Computational Step
5 Conclusion
References
A New Paradigm for Shortest Link Scheduling in Wireless Networks: Theory and Applications
1 Introduction
2 Weak Duality
3 An Adaptive Zero-Sum Game with Retirement
4 Approximation Algorithm for SLS
5 Applications
5.1 Wireless SCSR Networks Under Physical Interference Model
5.2 Wireless MCMR Networks Under Protocol Interference Model
5.3 Wireless MIMO Networks Under Protocol Interference Model
6 Conclusion
References
CO2: Design Fault-Tolerant Relay Node Deployment Strategy for Throwbox-Based DTNs
1 Introduction
2 Problem Statement
3 CO2: Relay Node Placement Strategy
4 Performance Evaluation
4.1 Experimental Settings
4.2 Experimental Results
5 Conclusion
References
CNFD: A Novel Scheme to Detect Colluded Non-technical Loss Fraud in Smart Grid
1 Introduction
2 Colluded NTL Fraud
2.1 Problem Definition and Attack Model
3 CNTL Fraud Detection
3.1 Observer Meter
3.2 Tampered Meter Detection
3.3 Adversary Differentiation
4 Experiments
5 Related Work
6 Conclusion
References
SUO: Social Reciprocity Based Cooperative Mobile Data Traffic Communication
1 Introduction
2 Related Work
3 System Model
3.1 Social-Aware Utility
3.2 Consumptions in SUO Services
4 Optimal Solution
5 Performance Evaluation
5.1 Simulation Setup
5.2 Simulation Results
6 Conclusions
References
Piggybacking Lightweight Control Messages on Physical Layer for Multicarrier Wireless LANs
1 Introduction
2 Overview of PhyPig
3 Feasibility of PhyPig
3.1 Frequency Selective Fading
3.2 Symbol Error Pattern
3.3 Extra Coding Redundancy
4 PhyPig Design
4.1 Overall System Architecture
4.2 Modulation/Demodulation of Control Messages
4.3 Rate Selection of Control Messages
5 Evaluation
5.1 Accuracy of PhyPig Detection
5.2 Rate of Control Messages
5.3 Applications of PhyPig
6 Conclusion
References
Multi-focus Image Fusion via Region Mosaicing on Contrast Pyramids
Abstract
1 Introduction
2 Focus Region Segmentation
2.1 Pixel Level Focus Measurement
2.2 Focus Region Segmentation
3 Region Mosaicing on Contrast Pyramids
3.1 Contrast Pyramid Fusion
3.2 Region Based Contrast Pyramid Fusion
4 Experiments
5 Conclusions
Acknowledgement
References
Distributed Constrained Optimization Over Cloud-Based Multi-agent Networks
1 Introduction
2 Algorithm Development
2.1 Brief Review of ADMM
2.2 Distributed Constrained Optimization
3 Implementation Issues
3.1 Algorithm Outline
3.2 Early Termination of Inner Loops
3.3 Comparisons with Existing Works
4 Numerical Experiments
5 Conclusions
References
Tensor Filter: Collaborative Path Inference from GPS Snippets of Vehicles
1 Introduction
2 Related Work
3 Probabilistic Path Inference Model
3.1 Problem Definition
3.2 Unified Inference Model
4 Collaborative Tensor Filter
4.1 Tensor Construction
4.2 Tensor Decomposition with Regularization
4.3 Dynamic Feature Extraction
4.4 System Framework
5 Experiments
5.1 Settings
5.2 Evaluation Approach
5.3 Results
6 Conclusion
References
NFC Secure Payment and Verification Scheme for Mobile Payment
Abstract
1 Introduction
2 NFC Mobile Electronic Ticket System
2.1 Scheme Structure
2.2 CS E-Ticket
2.3 CS E-Ticket NFC Payment Scheme
2.4 Offline CS E-Ticket Secure Verification
3 Security Analysis of NFC Mobile Electronic Ticket System
3.1 Security Analysis
3.2 Practicability Analysis
4 Conclusions
Acknowledgment
References
Multi-path Reliable Routing with Pipeline Schedule in Wireless Sensor Networks
1 Introduction
2 Protocol Design
2.1 Establish Conversion Relationship Between Multi-paths
2.2 Conversion Between Multi-paths and Pipeline
3 The Selection of Scheduling Time in Assemble Line
3.1 Pipeline State's Classification
3.2 Prediction Algorithm Based on Markov Chain
4 Experiment and Analysis
4.1 The Impact of Sampling Period
4.2 The Impact of the Number of Pipeline Segment
4.3 The Impact of Predicting Time
5 Conclusion
References
A QoE-Aware Adaptive Spectrum Allocation Framework for Secondary Mobile Networks
1 Introduction
2 Adaptive Framework for Spectrum Allocation in Secondary Mobile Network
2.1 Service Model
2.2 Adaptive Spectrum Allocation Strategies
3 Determining System Performance
4 Numerical Results
5 Conclusion and Future Directions
References
Joint Optimization of Downlink and D2D Transmissions for SVC Streaming in Cooperative Cellular Networks
1 Introduction
2 Network Model and Problem Statement
2.1 Network Model
2.2 Block Error Rate
2.3 Decoding Requirement
2.4 Bound for Broadcast Traffic
2.5 Objective Function
2.6 Approximation of Primal Optimization Problem
3 Distributed Algorithm Design
4 Performance Evaluation
4.1 Influence of Different Link Conditions
4.2 Influence of Weight on Traffic Allocation
5 Conclusion
References
Identifying Discrepant Tags in RFID-enabled Supply Chains
1 Introduction
2 Problem Formulation
3 Deterministic Identification Protocol
4 Probabilistic Identification Protocol with Estimation
5 Evaluation
5.1 Experimental Comparison
6 Related Work
7 Concluding Remarks
Appendix:
References
SHMDRS: A Smartphone-Based Human Motion Detection and Response System
1 Introduction
2 Overview of the System
3 The Human Motion Detection Module
3.1 Software Architecture
3.2 Data Acquisition and Collection
3.3 Data Processing and Machine Learning
3.4 Light-Kernel and Server-Free Design
4 The Response and Controller Module
5 The Location Retrieving Module
6 Experimental Results
7 Related Works
8 Conclusion
References
iRun: A Smartphone-Based System to Alert Runners to Warm Up Before Running
1 Introduction
2 Background
3 Data Collection
4 System Design
4.1 Preprocess
4.2 Segmentation
4.3 Feature Extraction
4.4 Detect Warm-Up Phase
5 Evaluation
5.1 Slide Window Size
5.2 Proper Multi-class Classifier
6 Related Work
7 Conclusion
References
iBeaconing: A Low-Cost, Wireless Student Protection System
1 Introduction
2 Related Work
3 Overall System Design
3.1 Beacon Scanning
3.2 Alert Data Transmission
4 System Components
4.1 The Bluetooth Scanners
4.2 The Central Webserver and Database
4.3 The Smartphone Application
5 Implementation
5.1 Installation
5.2 Cost
5.3 Evaluation
6 Conclusion
References
The Power Control Strategy for Mine Locomotive Wireless Network Based on Successive Interference Cancellation
1 Introduction
2 Mine Locomotive Wireless Networks
2.1 Network Model
2.2 Problem Formulation
2.3 Reformulation
3 Polynomial-Time Algorithm
4 Simulation Results
4.1 Results for a Wireless Network with 20 Locomotives
4.2 Results for All Network Instances
5 Conclusions
References
ESRS: An Efficient and Secure Relay Selection Algorithm for Mobile Social Networks
1 Introduction
2 Related Work
3 Problem Description
4 An Efficient and Secure Relay Selection Algorithm
4.1 Payoff Functions
4.2 Relay Selection Based on the Network Formation Game
4.3 Stability Analysis
5 Simulation
5.1 Simulation Study Using the Synthetic Trace
5.2 Simulation Study Using the Real-World Trace
6 Conclusion
References
Energy Detection of Gaussian Signals Subject to Impulsive Noise in Generalized Fading Channels
1 Introduction
2 The Energy Detector
2.1 Hypothesis H0
2.2 Hypothesis H1
3 Generalized Fading Channels
3.1 The - Distribution
3.2 The - Distribution
3.3 The - Distribution
4 Numerical Analysis
4.1 Cooperative Sensing
5 Conclusion
Appendix A
References
Distance Bounding Protocol for RFID Systems
1 Introduction
2 The SMDB Protocol
2.1 Slow Exchange Phase
2.2 Rapid Bit Exchange Phase
2.3 Verification Phase
2.4 Identifier Update Phase
3 Security Analysis of the SMDB Protocol
3.1 Analysis on Impersonation Attacks
3.2 Analysis on Mafia Fraud Attacks
3.3 Analysis on Terrorist Fraud Attacks
3.4 Analysis on Distance Fraud Attacks
4 Noise Resilience
5 Conclusion
References
Private Weighted Histogram Aggregation in Crowdsourcing
1 Introduction
2 Preliminaries
2.1 Local Differential Privacy
2.2 Weighted Histogram Aggregation Model
3 Mechanism
3.1 Bi-parties Mechanism
3.2 Optimal Parameters Selection
4 Theoretical Analyses
4.1 Error Bounds
4.2 Computational Complexities
5 Experiments
6 Related Work
7 Conclusion
References
Minimum Cost Spatial-Temporal Task Allocation in Mobile Crowdsensing
1 Introduction
2 Model and Problem Formulation
2.1 Model
2.2 Problem Formulation
3 Algorithm Based on Duality Theory
3.1 NP-hardness of CTA
3.2 Design and Performance Analysis of Algorithm
4 Design Algorithm Based on Tabu Search
4.1 Design of Algorithm
4.2 Performance Analysis of Algorithm
5 Evaluation
5.1 Compared Algorithms
5.2 Simulation Settings and Metrics
5.3 Evaluation Results
6 Related Work
7 Conclusion
References
Mining Myself in the Community: Privacy Preserved Crowd Sensing and Computing
1 Introduction
2 Related Work
3 Preliminaries, Assumptions and Definitions
3.1 Models and Definitions
4 Privacy Preserved Community Modeling
4.1 Step 1: Function Modeling and Function Slicing at Each User
4.2 Step 2: Remodeling at Data Analyst
5 Mining Myself in My Community
6 Security Analysis
6.1 Security Analysis for the Stage of Function Modeling at Each User
6.2 Security Analysis for Stage of Function Slicing at Each User
6.3 Security Analysis for Mining Myself in My Community
7 Experiment Study
8 Conclusion
References
Exploiting Spectrum Availability and Quality in Routing for Multi-hop Cognitive Radio Networks
1 Introduction
2 System Model and Problem Definition
2.1 System Model and Assumptions
2.2 Routing Metrics
3 The Proposed Routing Algorithms
3.1 Maximum Success Probability (MaxSP) Algorithm
3.2 Minimum Expected Transmission Delay (MinETD) Algorithm
4 Simulations
4.1 Simulation Settings
4.2 Simulation Results
5 Conclusions
References
Performance Analysis for High Dimensional Non-parametric Estimation in Complicated Indoor Localization
1 Introduction
2 Fisher Information Matrix Formulation
3 Time-of-Arrival Localization System
3.1 Relative Height
3.2 NLOS
4 Simulation
4.1 Spatial Position Error Distribution
4.2 Bayesian-Based Target Tracking Estimation
5 Conclusion
References
Minimum-Delay Data Aggregation Schedule in Duty-Cycled Sensor Networks
1 Introduction
2 Related Work
3 Network Model
4 Problem Formulation
5 Data Aggregation Schedule Algorithm
5.1 Aggregation Tree Construction
5.2 Data Aggregation Schedule
6 Theoretical Analysis
7 Simulation Analysis
7.1 Simulation Setup
7.2 Analysis
8 Conclusion and Future Works
References
Optimal Jamming Attack Schedule Against Wireless State Estimation in Cyber-Physical Systems
1 Introduction
2 System Model and Problem Formulation
2.1 System Model
2.2 Attack Model
2.3 Problem Formulation
3 Optimal Jamming Attack Schedules
4 Illustrative Examples
5 Discussion on Scenarios with Multiple Sensors
6 Conclusion
References
An Enhanced Structure-Based De-anonymization of Online Social Networks
1 Introduction
2 Model and Definition
3 Background and Motivation
3.1 Structure-Based De-anonymization of Social Networks
3.2 Limitations of Existing Structure-Based Approaches
4 Basic Idea of Our Algorithm
5 The Design of Our Algorithm
5.1 Seed Identification
5.2 Mapping Propagation
5.3 Discussion
6 Evaluation
6.1 Dataset
6.2 Impact of the Number of Seeds
6.3 Impact of Noise
7 Conclusion
References
Self-learning Based Motion Recognition Using Sensors Embedded in a Smartphone for Mobile Healthcare
Abstract
1 Introduction
2 Data Acquisition and Processing
2.1 Smartphone-Based Data Acquisition
2.2 Data Preprocessing
2.3 Feature Extraction
3 The Self-learning Scheme for Recognition of Both Seen and Unseen Motions
3.1 Framework of the Self-learning Scheme
3.2 The KNFST-Based Novelty Detection Algorithm
4 Experiments
4.1 Data Preparation
4.2 Evaluation Criteria
4.3 Experimental Results
5 Conclusions
Acknowledgement
References
CrowdBlueNet: Maximizing Crowd Data Collection Using Bluetooth Ad Hoc Networks
1 Introduction
2 Background and Problem Definition
2.1 System Assumption and Problem Modelling
3 The Design of CrowdBlueNet
3.1 Design Overview
3.2 Routing Tree Establishment
4 Experiment
4.1 Network Initialization Time
4.2 Average Data Delivery Time
4.3 Network Throughput
5 Related Work
6 Conclusion
References
An Energy Efficient Multi-hop Routing Protocol for Terahertz Wireless Nanosensor Networks
Abstract
1 Introduction
2 System Model
2.1 Network Model
2.2 Terahertz Channel Capacity
2.3 Energy Model
3 EEMR Protocol
3.1 Area of Candidate Nodes
3.2 Link Cost Function
4 Simulation and Performance Analysis
4.1 Statistics Definition
4.2 Parameter Settings
4.3 Results
5 Conclusion
Acknowledgment
References
Stackelberg Game Based Incentive Mechanism for Data Transmission in Mobile Opportunistic Networks
1 Introduction
2 Related Work
3 Problem Statement and Utility Functions
4 Stackelberg Game Based Mechanism
4.1 Framework
4.2 Calculation of the Optimal Solution
5 Equilibrium Analysis
6 Simulations
7 Conclusion
References
Extensive Form Game Analysis Based on Context Privacy Preservation for Smart Phone Applications
1 Introduction
2 Related Work
3 Problem Statement and Game Formulations
3.1 Problem Statement
3.2 Extensive Form Game Formulation
4 Payoff Function
4.1 The User's Payoff Function
4.2 The Application's Payoff Function
4.3 The Adversary's Payoff Function
5 Solving and Analysing the Nash Equilibrium
5.1 The Solution of the Nash Equilibrium
6 Numerical Analysis
7 Conclusion
References
A Novel Delay Analysis for Polling Schemes with Power Management Under Heterogeneous Environments
1 Introduction
2 PCF with Power Management
3 Classic Pure Limited Service System with Multiple vacations
4 The Proposed Delay Model
4.1 The Equivalent Pure Limited Vacation System
4.2 Calculation of E{Yi}, E{Yi2} and E{Yi3}
4.3 Calculation of E{Zi}, E{Zi2} and E{Zi3}
5 Model Verification
6 Conclusion
References
Temporal-Spatial Aggregated Urban Air Quality Inference with Heterogeneous Big Data
1 Introduction
2 Related Work
3 Framework and Feature Extraction
3.1 Region Division
3.2 Temporal Feature Extraction
3.3 Spatial Feature Extraction
4 The Proposed Air Quality Inference Method
4.1 Inference Model Construction
4.2 Regression Parameters Estimation
4.3 Temporal and Spatial Parameters Estimation
4.4 Algorithm Flow
5 Experiments
5.1 Datasets
5.2 Baselines and Ground Truth
5.3 Results
6 Conclusion
References
Towards Scheduling to Minimize the Total Penalties of Tardiness of Delivered Data in Maritime CPSs (Invited Paper)
1 Introduction
2 System Model
3 Problem Formulation
3.1 Assumptions
3.2 Constrains
4 Solution
4.1 Representation
4.2 Fitness and Selection
4.3 Genetic Operators
4.4 Termination Criterion
5 Simulation Results
6 Conclusion
References
Spectrum-Aware Clustering with Proactive Handoff for Distributed Cognitive Radio Ad Hoc Networks
1 Introduction
2 Related Works
3 System Model
4 Spectrum-Aware Clustering
4.1 Definition of Channel Similarity
4.2 Graph Cut Based Clustering
4.3 Cluster Information Coordination
5 Channel Handoff
5.1 Cluster Based Transmission
5.2 Handoff Algorithm
6 Performance Evaluation
6.1 Clustering Performance
6.2 Channel Handoff Performance
7 Conclusion
References
A Social Relation Aware Hybrid Service Discovery Mechanism for Intermittently Connected Wireless Network
1 Introduction
2 Nodes Relationship Evaluation
3 Nodes Activity Evaluation
4 Service Discovery Mechanism
4.1 Service Registration and Cancelation
4.2 Service Selection
4.3 Service Activation
5 Numerical Results
5.1 Parameter Setting
5.2 Network Performance Under Different Node Density
6 Conclusion
References
The Improved Algorithm Based on DFS and BFS for Indoor Trajectory Reconstruction
Abstract
1 Introduction
2 System Model
3 The Improved Algorithm Based on DFS and BFS
3.1 DFS and BFS
3.2 The Indoor Trajectory Reconstruction Algorithm Based on DFS and BFS
4 Experimental Result
5 Conclusion and Future Work
Acknowledgement
References
Feedback Reduction for Multiuser MIMO Broadcast Channel with Zero-Forcing Beamforming
1 Introduction
2 System Model
2.1 Finite Rate Feedback for CDI Quantization
2.2 CQI Feedback Model
2.3 MIMO with ZFBF
3 Sum Rate with the SUS Algorithm
4 Feedback Reduction Strategy
4.1 Derivation of Multiple Thresholds
4.2 Feedback Load Analysis
5 Numerical Results
6 Conclusion
References
MPBSD: A Moving Target Defense Approach for Base Station Security in Wireless Sensor Networks
1 Introduction
2 Problem Statement
2.1 Background on Localization Challenges
2.2 Research Challenge and Motivation
3 Related Work
4 Design
4.1 System Architecture
4.2 Election Method: Decision Algorithm and Heartbeat
4.3 Inaccuracies of RSSI as an Enhancement Suite
5 Evaluation
5.1 Implementation and Preliminary Problems
5.2 Convergence Delay Problems: Overhead
5.3 Security Metric: Hunting the Base Station
6 Conclusion
References
Toward Exposing Timing-Based Probing Attacks in Web Applications
1 Introduction
2 Overview
2.1 Background
2.2 Approach
3 Evaluation
3.1 Timing-Based Probing Attack Detection
3.2 Performance
4 Related Work
5 Conclusion
References
Collaborative Outsourced Data Integrity Checking in Multi-Cloud Environment
1 Introduction
2 Approach Overview
2.1 System Framework
2.2 Challenges and Goals
2.3 Collaborative Data Integrity Audition Model
3 Collaborative Multi-cloud Data Integrity Audition Scheme
4 Evaluation
4.1 Security Analysis
4.2 Performance Analysis
5 Related Work
6 Conclusion
References
An Adaptive Beaconing Scheme Based on Traffic Environment Parameters Prediction in VANETs
1 Introduction
2 Related Works
3 System Description
4 The Online Part in the Adaptive Beaconing Scheme
4.1 The Detection Phase
4.2 The Adaption Phase
5 The Offline Part in the Adaptive Beaconing Scheme
6 Performance Evaluation
7 Conclusion
References
OSim: An OLAP-Based Similarity Search Service Solver for Dynamic Information Networks
Abstract
1 Introduction
2 Problem Definition
2.1 Heterogeneous Information Network and Network Scheme
2.2 Attribute-Enriched Meta Path-Based Similarity Measure
2.3 User Query
3 OSim: OLAP-Based Similarity Service Search Solver
3.1 Baseline Method
3.2 Pruning Method
4 Experimental Performance Evaluation
5 Related Works
6 Conclusions
Acknowledgments
References
Planning Roadside Units for Information Dissemination in Urban VANET
1 Introduction
2 Network Scenario and Covering Problem
3 Bounded Number of Street Intervals
3.1 Bounded Streets for Each RSU
3.2 NP-Hardness
4 A Polynomial Time Approximation Scheme
4.1 Shifting Strategy
5 Performance Evaluation
5.1 Simulation Environment
5.2 Compared Algorithms
5.3 Evaluation Results
6 Related Work
7 Conclusion
References
Channel Assignment with User Coverage Priority and Interference Optimization for Multicast Routing i ...
Abstract
1 Introduction
2 Related Work
3 System Description
3.1 Network Model
3.2 Multicast Routing Tree
3.3 Channel Assignment
3.4 Problem Description
4 User Coverage and Interference Optimization for Multicast
4.1 Multicast Tree Construction
4.2 Channel Assignment with User Coverage Priority
5 Simulation
6 Conclusion
Acknowledgement
References
Performance Evaluation of Vehicular Ad Hoc Networks for Rapid Response Traffic Information Delivery
Abstract
1 Introduction
2 Proposed VANET System
2.1 Design Concept
2.2 Analysis and Performance Evaluation
2.3 VANET Communications
2.4 Probability of Over- and Under- Crowded for Connectivity
3 Conclusion
References
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Wireless Algorithms, Systems, and Applications

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