Composing Pervasive Data Using iQL
WMCSA '02 Proceedings of the Fourth IEEE Workshop on Mobile Computing Systems and Applications
A sensor network application construction kit (SNACK)
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
TAG: a Tiny AGgregation service for Ad-Hoc sensor networks
OSDI '02 Proceedings of the 5th symposium on Operating systems design and implementationCopyright restrictions prevent ACM from being able to make the PDFs for this conference available for downloading
Sdlib: a sensor network data and communications library for rapid and robust application development
Proceedings of the 5th international conference on Information processing in sensor networks
CarTel: a distributed mobile sensor computing system
Proceedings of the 4th international conference on Embedded networked sensor systems
The Tenet architecture for tiered sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Capturing high-frequency phenomena using a bandwidth-limited sensor network
Proceedings of the 4th international conference on Embedded networked sensor systems
The regiment macroprogramming system
Proceedings of the 6th international conference on Information processing in sensor networks
Programming sensor networks using abstract regions
NSDI'04 Proceedings of the 1st conference on Symposium on Networked Systems Design and Implementation - Volume 1
Semantic streams: a framework for composable semantic interpretation of sensor data
EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
Mobeyes: smart mobs for urban monitoring with a vehicular sensor network
IEEE Wireless Communications
Micro-Blog: sharing and querying content through mobile phones and social participation
Proceedings of the 6th international conference on Mobile systems, applications, and services
Nericell: rich monitoring of road and traffic conditions using mobile smartphones
Proceedings of the 6th ACM conference on Embedded network sensor systems
Nericell: using mobile smartphones for rich monitoring of road and traffic conditions
Proceedings of the 6th ACM conference on Embedded network sensor systems
A survey of platforms for mobile networks research
ACM SIGMOBILE Mobile Computing and Communications Review
Experience report: embedded, parallel computer-vision with a functional DSL
Proceedings of the 14th ACM SIGPLAN international conference on Functional programming
Doped fountain coding for minimum delay data collection in circular networks
IEEE Journal on Selected Areas in Communications - Special issue on network coding for wireless communication networks
Sidewinder: a predictive data forwarding protocol for mobile wireless sensor networks
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
Distributed or centralized traffic advisory systems: the application's take
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
Opportunistic sensing: security challenges for the new paradigm
COMSNETS'09 Proceedings of the First international conference on COMmunication Systems And NETworks
A survey of urban vehicular sensing platforms
Computer Networks: The International Journal of Computer and Telecommunications Networking
A survey on localization for mobile wireless sensor networks
MELT'09 Proceedings of the 2nd international conference on Mobile entity localization and tracking in GPS-less environments
PRISM: platform for remote sensing using smartphones
Proceedings of the 8th international conference on Mobile systems, applications, and services
ParkNet: drive-by sensing of road-side parking statistics
Proceedings of the 8th international conference on Mobile systems, applications, and services
Proceedings of the 8th international conference on Mobile systems, applications, and services
Energy-efficient rate-adaptive GPS-based positioning for smartphones
Proceedings of the 8th international conference on Mobile systems, applications, and services
Exploiting the wisdom of the crowd: localized, distributed information-centric VANETs
IEEE Communications Magazine
Assessing the VANET's local information storage capability under different traffic mobility
INFOCOM'10 Proceedings of the 29th conference on Information communications
Privacy vulnerability of published anonymous mobility traces
Proceedings of the sixteenth annual international conference on Mobile computing and networking
Integrating participatory sensing in application development practices
Proceedings of the FSE/SDP workshop on Future of software engineering research
In-network data acquisition and replication in mobile sensor networks
Distributed and Parallel Databases
Collaborative mobile information system for collection and delivery of traffic information
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
SignalGuru: leveraging mobile phones for collaborative traffic signal schedule advisory
MobiSys '11 Proceedings of the 9th international conference on Mobile systems, applications, and services
Energy-efficient positioning for smartphones using Cell-ID sequence matching
MobiSys '11 Proceedings of the 9th international conference on Mobile systems, applications, and services
Pothole detection in asphalt pavement images
Advanced Engineering Informatics
HartFi: an energy-efficient localization system
Proceedings of the 2nd ACM SIGCOMM workshop on Green networking
Distributed road surface condition monitoring using mobile phones
UIC'11 Proceedings of the 8th international conference on Ubiquitous intelligence and computing
PBN: towards practical activity recognition using smartphone-based body sensor networks
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Pervasive'10 Proceedings of the 8th international conference on Pervasive Computing
The cyber-physical bike: a step towards safer green transportation
Proceedings of the 12th Workshop on Mobile Computing Systems and Applications
Ikarus: large-scale participatory sensing at high altitudes
Proceedings of the 12th Workshop on Mobile Computing Systems and Applications
An efficient renewable energy management and sharing system for sustainable embedded devices
Journal of Electrical and Computer Engineering
CoMon: cooperative ambience monitoring platform with continuity and benefit awareness
Proceedings of the 10th international conference on Mobile systems, applications, and services
Beyond deployments and testbeds: experiences with public usage on vehicular WiFi hotspots
Proceedings of the 10th international conference on Mobile systems, applications, and services
Poster: supporting collaborative sensing applications
Proceedings of the 10th international conference on Mobile systems, applications, and services
Mining large-scale, sparse GPS traces for map inference: comparison of approaches
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Helping mobile apps bootstrap with fewer users
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
A case for automatic sharing over social networks
Proceedings of the First ACM International Workshop on Hot Topics on Interdisciplinary Social Networks Research
Designing an integrated driver assistance system using image sensors
Journal of Intelligent Manufacturing
Using mobile phone sensors to detect driving behavior
Proceedings of the 3rd ACM Symposium on Computing for Development
Incremental stream processing using computational conflict-free replicated data types
Proceedings of the 3rd International Workshop on Cloud Data and Platforms
An enhanced real-time routing protocol with load distribution for mobile wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
CrowdAtlas: self-updating maps for cloud and personal use
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
Sensing vehicle dynamics for determining driver phone use
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
CAST: Context-Aware Security and Trust framework for Mobile Ad-hoc Networks using policies
Distributed and Parallel Databases
Intelligent search in social communities of smartphone users
Distributed and Parallel Databases
Scalable Data Processing for Community Sensing Applications
Mobile Networks and Applications
Situation fencing: making geo-fencing personal and dynamic
Proceedings of the 1st ACM international workshop on Personal data meets distributed multimedia
Using machine learning to predict the driving context whilst driving
Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Dejavu: an accurate energy-efficient outdoor localization system
Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Privacy vulnerability of published anonymous mobility traces
IEEE/ACM Transactions on Networking (TON)
Managing smartphone testbeds with smartlab
LISA'13 Proceedings of the 27th international conference on Large Installation System Administration
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This paper investigates an application of mobile sensing: detecting and reporting the surface conditions of roads. We describe a system and associated algorithms to monitor this important civil infrastructure using a collection of sensor-equipped vehicles. This system, which we call the Pothole Patrol (P2), uses the inherent mobility of the participating vehicles, opportunistically gathering data from vibration and GPS sensors, and processing the data to assess road surface conditions. We have deployed P2 on 7 taxis running in the Boston area. Using a simple machine-learning approach, we show that we are able to identify potholes and other severe road surface anomalies from accelerometer data. Via careful selection of training data and signal features, we have been able to build a detector that misidentifies good road segments as having potholes less than 0.2% of the time. We evaluate our system on data from thousands of kilometers of taxi drives, and show that it can successfully detect a number of real potholes in and around the Boston area. After clustering to further reduce spurious detections, manual inspection of reported potholes shows that over 90% contain road anomalies in need of repair.