The active badge location system
ACM Transactions on Information Systems (TOIS)
Cyberguide: a mobile context-aware tour guide
Wireless Networks - Special issue: mobile computing and networking: selected papers from MobiCom '96
The anatomy of a context-aware application
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Causality: models, reasoning, and inference
Causality: models, reasoning, and inference
The Cricket location-support system
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Directed diffusion: a scalable and robust communication paradigm for sensor networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
LiteMinutes: an Internet-based system for multimedia meeting minutes
Proceedings of the 10th international conference on World Wide Web
The smart floor: a mechanism for natural user identification and tracking
CHI '00 Extended Abstracts on Human Factors in Computing Systems
Providing architectural support for building context-aware applications
Providing architectural support for building context-aware applications
Context-Aware Computing Applications
WMCSA '94 Proceedings of the 1994 First Workshop on Mobile Computing Systems and Applications
Shared visiting in EQUATOR city
Proceedings of the 4th international conference on Collaborative virtual environments
A Statistical Modeling Approach to Location Estimation
IEEE Transactions on Mobile Computing
Activity and Location Recognition Using Wearable Sensors
IEEE Pervasive Computing
Managing Dynamic Changes in Multi-stage Program Generation Systems
GPCE '02 Proceedings of the 1st ACM SIGPLAN/SIGSOFT conference on Generative Programming and Component Engineering
Modeling Context Information in Pervasive Computing Systems
Pervasive '02 Proceedings of the First International Conference on Pervasive Computing
A Novel Broadband Ultrasonic Location System
UbiComp '02 Proceedings of the 4th international conference on Ubiquitous Computing
SmartMoveX on a Graph - An Inexpensive Active Badge Tracker
UbiComp '02 Proceedings of the 4th international conference on Ubiquitous Computing
Location of Mobile Devices Using Networked Surfaces
UbiComp '02 Proceedings of the 4th international conference on Ubiquitous Computing
WLAN Location Determination via Clustering and Probability Distributions
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
A survey of research on context-aware homes
ACSW Frontiers '03 Proceedings of the Australasian information security workshop conference on ACSW frontiers 2003 - Volume 21
"Physical hypermedia": organising collections of mixed physical and digital material
Proceedings of the fourteenth ACM conference on Hypertext and hypermedia
Designing information spaces
Wireless LAN location-sensing for security applications
WiSe '03 Proceedings of the 2nd ACM workshop on Wireless security
Proceedings of the 1st ACM international workshop on Wireless mobile applications and services on WLAN hotspots
Understanding the semantics of sensor data
ACM SIGMOD Record
Using XML and related standards to support Location Based Services
Proceedings of the 2004 ACM symposium on Applied computing
Reasoning about Uncertain Contexts in Pervasive Computing Environments
IEEE Pervasive Computing
Practical robust localization over large-scale 802.11 wireless networks
Proceedings of the 10th annual international conference on Mobile computing and networking
Error characteristics and calibration-free techniques for wireless LAN-based location estimation
Proceedings of the second international workshop on Mobility management & wireless access protocols
LOCATOR: location estimation system For wireless LANs
Proceedings of the 2nd ACM international workshop on Wireless mobile applications and services on WLAN hotspots
Brokering Positioning Data From Heterogeneous Infrastructures
Wireless Personal Communications: An International Journal
Towards a Pervasive Computing Benchmark
PERCOMW '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications Workshops
Enabling location-based services in wireless LAN hotspots
International Journal of Network Management
The Horus WLAN location determination system
Proceedings of the 3rd international conference on Mobile systems, applications, and services
Demo: PoLoS: integrated platform for location based services
Proceedings of the 6th international conference on Mobile data management
Survey of position location techniques in mobile systems
Proceedings of the 7th international conference on Human computer interaction with mobile devices & services
Continuous Tracking of User Location in WLANs Using Recurrent Neural Networks
ENC '05 Proceedings of the Sixth Mexican International Conference on Computer Science
Mobile Networks and Applications - Special issue: Wireless mobile wireless applications and services on WLAN hotspots
Sensing-based opportunistic channel access
Mobile Networks and Applications
An overlay smart spaces system for load balancing in wireless LANs
Mobile Networks and Applications
Statistical location detection with sensor networks
IEEE/ACM Transactions on Networking (TON) - Special issue on networking and information theory
Applying privacy on the dissemination of location information
Telematics and Informatics - Special issue: Developing a culture of privacy in the global village
Robotics-based location sensing using wireless Ethernet
Wireless Networks
COMPASS: A probabilistic indoor positioning system based on 802.11 and digital compasses
WiNTECH '06 Proceedings of the 1st international workshop on Wireless network testbeds, experimental evaluation & characterization
Fuzzy location and tracking on wireless networks
Proceedings of the 4th ACM international workshop on Mobility management and wireless access
A low-cost robust localization scheme for WLAN
WICON '06 Proceedings of the 2nd annual international workshop on Wireless internet
DAYS mobile: a location based data broadcast service for mobile users
Proceedings of the 2007 ACM symposium on Applied computing
Exploiting real world knowledge in ubiquitous applications
Personal and Ubiquitous Computing
MoteTrack: a robust, decentralized approach to RF-based location tracking
Personal and Ubiquitous Computing
Loc{lib,trace,eva,ana}: research tools for 802.11-based positioning systems
Proceedings of the second ACM international workshop on Wireless network testbeds, experimental evaluation and characterization
An innovative gateway for indoor positioning
EURASIP Journal on Applied Signal Processing
Using visualization to locate rogue access points
Journal of Computing Sciences in Colleges - Papers of the Fourteenth Annual CCSC Midwestern Conference and Papers of the Sixteenth Annual CCSC Rocky Mountain Conference
A priori error estimates for wireless local area network positioning systems
Pervasive and Mobile Computing
Information Sciences: an International Journal
The election algorithm for semantically meaningful location-awareness
Proceedings of the 6th international conference on Mobile and ubiquitous multimedia
Location constraints in digital rights management
Computer Communications
Semantically enriched navigation for indoor environments
International Journal of Web and Grid Services
A space-identifying ubiquitous infrastructure and its application for tour-guiding service
Proceedings of the 2008 ACM symposium on Applied computing
The Horus location determination system
Wireless Networks
Proceedings of the first ACM international workshop on Mobile entity localization and tracking in GPS-less environments
Reduction of location estimation error using neural networks
Proceedings of the first ACM international workshop on Mobile entity localization and tracking in GPS-less environments
Enabling indoor exhibition automated guidance and multimedia content delivery on mobile devices
Proceedings of the 3rd international conference on Digital Interactive Media in Entertainment and Arts
An Accurate and Fast WLAN User Location Estimation Method Based on Received Signal Strength
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
AwarePen - Classification Probability and Fuzziness in a Context Aware Application
UIC '08 Proceedings of the 5th international conference on Ubiquitous Intelligence and Computing
Context-Aware Loading for Mobile Applications
NBiS '08 Proceedings of the 2nd international conference on Network-Based Information Systems
Orientation-Aware Indoor Localization Path Loss Prediction Model for Wireless Sensor Networks
NBiS '08 Proceedings of the 2nd international conference on Network-Based Information Systems
An effective location fingerprint model for wireless indoor localization
Pervasive and Mobile Computing
A novel infrastructure WLAN locating method based on neural network
Proceedings of the 4th Asian Conference on Internet Engineering
Comparison of orientation-aware RSS-based localization algorithms
Mobility '08 Proceedings of the International Conference on Mobile Technology, Applications, and Systems
Exploiting user location for load balancing WLANs and improving wireless QoS
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Attacks on public WLAN-based positioning systems
Proceedings of the 7th international conference on Mobile systems, applications, and services
RF-Based Initialisation for Inertial Pedestrian Tracking
Pervasive '09 Proceedings of the 7th International Conference on Pervasive Computing
Improving Location Fingerprinting through Motion Detection and Asynchronous Interval Labeling
LoCA '09 Proceedings of the 4th International Symposium on Location and Context Awareness
WHLocator: hybrid indoor positioning system
Proceedings of the 2009 international conference on Pervasive services
Fundamental services for context-sensitive mobile applications
Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and Services
Enhancing the efficiency of active RFID-based indoor location systems
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Effect of collision on movement tracking using active RFID power measurement
CCNC'09 Proceedings of the 6th IEEE Conference on Consumer Communications and Networking Conference
Enabling location privacy and medical data encryption in patient telemonitoring systems
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Analysis of the optimal strategy for WLAN location determination systems
International Journal of Modelling and Simulation
A novel overlap area matching algorithm based on location fingerprinting in wireless networks
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
A visual location-based system for wireless LAN management
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Cost function of features based mode switching algorithm for indoor positioning
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
A survey of context modelling and reasoning techniques
Pervasive and Mobile Computing
Zone-based rss reporting for location fingerprinting
PERVASIVE'07 Proceedings of the 5th international conference on Pervasive computing
A taxonomy for radio location fingerprinting
LoCA'07 Proceedings of the 3rd international conference on Location-and context-awareness
Collaborative location certification for sensor networks
ACM Transactions on Sensor Networks (TOSN)
Model-free probabilistic localization of wireless sensor network nodes in indoor environments
MELT'09 Proceedings of the 2nd international conference on Mobile entity localization and tracking in GPS-less environments
WLAN location determination without active client collaboration
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference
Cramér-Rao bound analysis of localization using signal strength difference as location fingerprint
INFOCOM'10 Proceedings of the 29th conference on Information communications
Enhancing WLAN location privacy using mobile behavior
Expert Systems with Applications: An International Journal
Utilization of user feedback in indoor positioning system
Pervasive and Mobile Computing
PROMO: continuous localized and profiled multimedia content distribution
Proceedings of the 3rd workshop on Mobile video delivery
Extensible platform for location based services provisioning
WISEW'03 Proceedings of the Fourth international conference on Web information systems engineering workshops
Telematics and Informatics
A location-based management system for enterprise wireless LANs
NSDI'07 Proceedings of the 4th USENIX conference on Networked systems design & implementation
Get me out of here: collaborative evacuation based on local knowledge
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Indoor Spatial Awareness
Location-Aware web service architecture using WLAN positioning
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems
MITOS: a smart spaces system for pervasive computing
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
Using sound source localization in a home environment
PERVASIVE'05 Proceedings of the Third international conference on Pervasive Computing
MoteTrack: a robust, decentralized approach to RF-Based location tracking
LoCA'05 Proceedings of the First international conference on Location- and Context-Awareness
Share the secret: enabling location privacy in ubiquitous environments
LoCA'05 Proceedings of the First international conference on Location- and Context-Awareness
Filtering location-based information using visibility
LoCA'05 Proceedings of the First international conference on Location- and Context-Awareness
Sensor network localization using least squares kernel regression
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
PowerLine positioning: a practical sub-room-level indoor location system for domestic use
UbiComp'06 Proceedings of the 8th international conference on Ubiquitous Computing
Studying the use and utility of an indoor location tracking system for non-experts
Pervasive'10 Proceedings of the 8th international conference on Pervasive Computing
WLAN location-aware application based on accumulated orientation strength algorithm
EuroSSC'06 Proceedings of the First European conference on Smart Sensing and Context
EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
Privacy sensitive location information systems in smart buildings
SPC'06 Proceedings of the Third international conference on Security in Pervasive Computing
Terrain/clutter based location prediction by using multi-condition Bayesian decision theory
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
Advanced support vector machines for 802.11 indoor location
Signal Processing
MSN: mutual secure neighbor verification in multi-hop wireless networks
Security and Communication Networks
AWESOM: automatic discrete partitioning of indoor spaces for wifi fingerprinting
Pervasive'12 Proceedings of the 10th international conference on Pervasive Computing
The WiMap: A Dynamic Indoor WLAN Localization System
International Journal of Advanced Pervasive and Ubiquitous Computing
Ubiquitous positioning: integrated GPS/Wireless LAN positioning for wheelchair navigation system
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
Smartphone-based Wi-Fi tracking system exploiting the RSS peak to overcome the RSS variance problem
Pervasive and Mobile Computing
Theoretical entropy assessment of fingerprint-based Wi-Fi localization accuracy
Expert Systems with Applications: An International Journal
uLocate: a ubiquitous location tracking system for people aging with disabilities
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
Expert Systems with Applications: An International Journal
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The popularity of wireless networks has increased in recent years and is becoming a common addition to LANs. In this paper we investigate a novel use for a wireless network based on the IEEE 802.11 standard: inferring the location of a wireless client from signal quality measures. Similar work has been limited to prototype systems that rely on nearest-neighbor techniques to infer location. In this paper, we describe Nibble, a Wi-Fi location service that uses Bayesian networks to infer the location of a device. We explain the general theory behind the system and how to use the system, along with describing our experiences at a university campus building and at a research lab. We also discuss how probabilistic modeling can be applied to a diverse range of applications that use sensor data.