Next century challenges: scalable coordination in sensor networks
MobiCom '99 Proceedings of the 5th annual ACM/IEEE 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
GPSR: greedy perimeter stateless routing for wireless networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Geography-informed energy conservation for Ad Hoc routing
Proceedings of the 7th annual international conference on Mobile computing and networking
GHT: a geographic hash table for data-centric storage
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Energy-Efficient Communication Protocol for Wireless Microsensor Networks
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8 - Volume 8
Gossip versus Deterministic Flooding: Low Message Overhead and High Reliability for Broadcasting on Small Networks
A two-tier data dissemination model for large-scale wireless sensor networks
Proceedings of the 8th annual international conference on Mobile computing and networking
Flooding strategy for target discovery in wireless networks
MSWIM '03 Proceedings of the 6th ACM international workshop on Modeling analysis and simulation of wireless and mobile systems
Cleaning and querying noisy sensors
WSNA '03 Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications
The coverage problem in a wireless sensor network
WSNA '03 Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications
Mobility-assisted resolution of queries in large-scale mobile sensor networks (MARQ)
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Wireless sensor networks
TOSSIM: accurate and scalable simulation of entire TinyOS applications
Proceedings of the 1st international conference on Embedded networked sensor systems
Matching data dissemination algorithms to application requirements
Proceedings of the 1st international conference on Embedded networked sensor systems
CAPTURE: location-free contact-assisted power-efficient query resolution for sensor networks
ACM SIGMOBILE Mobile Computing and Communications Review - Special issue on wireless pan & sensor networks
Efficient and robust query processing in dynamic environments using random walk techniques
Proceedings of the 3rd international symposium on Information processing in sensor networks
Revisiting the TTL-based controlled flooding search: optimality and randomization
Proceedings of the 10th annual international conference on Mobile computing and networking
Source-location privacy in energy-constrained sensor network routing
Proceedings of the 2nd ACM workshop on Security of ad hoc and sensor networks
Towards a paradigm change in computer science and software engineering: a synthesis
The Knowledge Engineering Review
Combs, needles, haystacks: balancing push and pull for discovery in large-scale sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
RAODV: an efficient routing algorithm for sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
HEED: A Hybrid, Energy-Efficient, Distributed Clustering Approach for Ad Hoc Sensor Networks
IEEE Transactions on Mobile Computing
Directed flood-routing framework for wireless sensor networks
Proceedings of the 5th ACM/IFIP/USENIX international conference on Middleware
Training a wireless sensor network
Mobile Networks and Applications
Routing via Single-Source and Multiple-Source Queries in Static Sensor Networks
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 12 - Volume 13
Optimal Transmission Radius for Flooding in Large Scale Sensor Networks
Cluster Computing
Optimal Controlled Flooding Search in a Large Wireless Network
WIOPT '05 Proceedings of the Third International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks
IEEE Transactions on Computers
The holes problem in wireless sensor networks: a survey
ACM SIGMOBILE Mobile Computing and Communications Review
Magnetic diffusion: disseminating mission-critical data for dynamic sensor networks
MSWiM '05 Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems
Sympathy for the sensor network debugger
Proceedings of the 3rd international conference on Embedded networked sensor systems
Spray computers: Explorations in self-organization
Pervasive and Mobile Computing
Towards a dynamical model for wireless sensor networks
Theoretical Computer Science - Algorithmic aspects of wireless sensor networks
An autonomic routing framework for sensor networks
Cluster Computing
Data gathering tours in sensor networks
Proceedings of the 5th international conference on Information processing in sensor networks
SmartGossip: an improved randomized broadcast protocol for sensor networks
Proceedings of the 5th international conference on Information processing in sensor networks
IEEE/ACM Transactions on Networking (TON)
A mesh-based routing protocol for wireless ad- sensor networks
Proceedings of the 2006 international conference on Wireless communications and mobile computing
Scalable and energy efficient data dissemination in wireless sensor networks
Proceedings of the 2006 international conference on Wireless communications and mobile computing
Flooding strategy for target discovery in wireless networks
Wireless Networks
The coverage problem in a wireless sensor network
Mobile Networks and Applications
Double rulings for information brokerage in sensor networks
Proceedings of the 12th annual international conference on Mobile computing and networking
The power of choice in random walks: an empirical study
Proceedings of the 9th ACM international symposium on Modeling analysis and simulation of wireless and mobile systems
Dynamic reconfiguration in sensor middleware
Proceedings of the international workshop on Middleware for sensor networks
Supporting concurrent applications in wireless sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Distributed protocols for ensuring both coverage and connectivity of a wireless sensor network
ACM Transactions on Sensor Networks (TOSN)
Dynamic quorum policy for maximizing throughput in limited information multiparty MAC
IEEE/ACM Transactions on Networking (TON)
Routing of single-source and multiple-source queries in static sensor networks
Journal of Discrete Algorithms
Modeling and simulating coverage in sensor networks
Computer Communications
Searching strategies for target discovery in wireless networks
Ad Hoc Networks
Sparse data aggregation in sensor networks
Proceedings of the 6th international conference on Information processing in sensor networks
On the cover time and mixing time of random geometric graphs
Theoretical Computer Science
Reactive sink mobility in wireless sensor networks
Proceedings of the 1st international MobiSys workshop on Mobile opportunistic networking
Balancing Push and Pull for Efficient Information Discovery in Large-Scale Sensor Networks
IEEE Transactions on Mobile Computing
Distributed Mobility Management for Target Tracking in Mobile Sensor Networks
IEEE Transactions on Mobile Computing
An efficient intruder detection algorithm against sinkhole attacks in wireless sensor networks
Computer Communications
PEACH: Power-efficient and adaptive clustering hierarchy protocol for wireless sensor networks
Computer Communications
Jumping ant routing algorithm for sensor networks
Computer Communications
Topology-based on-board data dissemination approach for sensor network
Proceedings of the 5th ACM international workshop on Mobility management and wireless access
The power of choice in random walks: An empirical study
Computer Networks: The International Journal of Computer and Telecommunications Networking
A power-aware routing scheme for wireless sensor networks
ACS'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Computer Science - Volume 7
Spiral-based data dissemination in sensor networks
International Journal of Ad Hoc and Ubiquitous Computing
Efficient and robust query processing for mobile wireless sensor networks
International Journal of Sensor Networks
Emergency guiding and monitoring applications in indoor 3D environments by wireless sensor networks
International Journal of Sensor Networks
International Journal of Sensor Networks
Many random walks are faster than one
Proceedings of the twentieth annual symposium on Parallelism in algorithms and architectures
Empirical evaluation of querying mechanisms for unstructured wireless sensor networks
ACM SIGCOMM Computer Communication Review
Energy-efficient image transmission in sensor networks
International Journal of Sensor Networks
ACM SIGMOBILE Mobile Computing and Communications Review
A study of self-organization mechanisms in ad hoc and sensor networks
Computer Communications
Wireless sensor networks: guidelines for design and a survey of current research
SpringSim '07 Proceedings of the 2007 spring simulaiton multiconference - Volume 1
A queueing approach to optimal resource replication in wireless sensor networks
Performance Evaluation
Energy-efficient route selection strategies for wireless sensor networks
Mobile Networks and Applications
DCOSS '08 Proceedings of the 4th IEEE international conference on Distributed Computing in Sensor Systems
MMNS '08 Proceedings of the 11th IFIP/IEEE international conference on Management of Multimedia and Mobile Networks and Services: Management of Converged Multimedia Networks and Services
International Journal of Distributed Sensor Networks
Enhanced tree routing for wireless sensor networks
Ad Hoc Networks
ESCAPE: A Component-Based Policy Framework for Sense and React Applications
CBSE '08 Proceedings of the 11th International Symposium on Component-Based Software Engineering
New routing framework base on rumor routing in wireless sensor networks
Computer Communications
Data Diffusion Considering Target Mobility in Large-Scale Wireless Sensor Network
Information Networking. Towards Ubiquitous Networking and Services
Information Networking. Towards Ubiquitous Networking and Services
Glance: A lightweight querying service for wireless sensor networks
Theoretical Computer Science
Trail: A distance-sensitive sensor network service for distributed object tracking
ACM Transactions on Sensor Networks (TOSN)
EEHC: Energy efficient heterogeneous clustered scheme for wireless sensor networks
Computer Communications
Broadcasting in sensor networks: the role of local information
IEEE/ACM Transactions on Networking (TON)
EECHE: energy-efficient cluster head election protocol for heterogeneous wireless sensor networks
Proceedings of the International Conference on Advances in Computing, Communication and Control
ACM Transactions on Sensor Networks (TOSN)
Integration of event-driven embedded operating systems into OMNet++: a case study with reflex
Proceedings of the 2nd International Conference on Simulation Tools and Techniques
Imputation of missing sensor data values using in-exact replicas
International Journal of Intelligent Systems Technologies and Applications
Pervasive and Mobile Computing
Orthogonal rendezvous routing protocol for wireless mesh networks
IEEE/ACM Transactions on Networking (TON)
Distributed energy balanced routing for wireless sensor networks
Computers and Industrial Engineering
Performance Evaluation of Gradient Routing Strategies for Wireless Sensor Networks
NETWORKING '09 Proceedings of the 8th International IFIP-TC 6 Networking Conference
Covering of problem in wireless sensor networks
TELE-INFO'09 Proceedings of the 8th Wseas international conference on Telecommunications and informatics
An efficient location tracking structure for wireless sensor networks
Computer Communications
Route-over vs mesh-under routing in 6LoWPAN
Proceedings of the 2009 International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly
Scoped Bellman-Ford geographic routing for large dynamic wireless sensor networks
Journal of Computer Science and Technology
Approximating sensor network queries using in-network summaries
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
Challenges for Routing and Search in Dynamic and Self-organizing Networks
ADHOC-NOW '09 Proceedings of the 8th International Conference on Ad-Hoc, Mobile and Wireless Networks
Using Heterogeneity to Enhance Random Walk-based Queries
Journal of Signal Processing Systems
Design and performance of wireless data gathering networks based on unicast random walk routing
IEEE/ACM Transactions on Networking (TON)
Learning in real-time search: a unifying framework
Journal of Artificial Intelligence Research
An energy-efficient, multi-agent sensor network for detecting diffuse events
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Compass enhanced ORRP for wireless sensor networks
Proceedings of the 4th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
Building programmable routing service for sensor networks
Computer Communications
Sink repositioning for enhanced performance in wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
IEEE Journal on Selected Areas in Communications - Special issue on stochastic geometry and random graphs for the analysis and designof wireless networks
Directed broadcast with overhearing for sensor networks
ACM Transactions on Sensor Networks (TOSN)
An adaptive rendezvous data dissemination for irregular sensor networks with multiple sinks
Computer Communications
Traffic based dynamic routing for wireless sensor networks
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Power-aware recovery for geographic routing
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Performance of random routing on grid-based sensor networks
CCNC'09 Proceedings of the 6th IEEE Conference on Consumer Communications and Networking Conference
Coverage restoration of wireless sensor networks through the usage of decision trees
AsiaCSN '07 Proceedings of the Fourth IASTED Asian Conference on Communication Systems and Networks
Semantics and routing in wireless sensor networks: challenges and opportunities
GIIS'09 Proceedings of the Second international conference on Global Information Infrastructure Symposium
Double rulings for information brokerage in sensor networks
IEEE/ACM Transactions on Networking (TON)
Yield-oriented evaluation methodology of network-on-chip routing implementations
SOC'09 Proceedings of the 11th international conference on System-on-chip
An novel energy-efficient redundant routing tree algorithm for wireless sensor networks
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
An novel energy-efficient MAC protocol based on collision avoidance for wireless sensor networks
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
A heuristic routing protocol for wireless sensor networks in home automation
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Connectivity properties of large-scale sensor networks
Wireless Networks
Distributed routing in wireless sensor networks using energy welfare metric
Information Sciences: an International Journal
Journal of Systems and Software
Scale-free, self-organizing very large sensor networks
Journal of Parallel and Distributed Computing
REDMAN: An optimistic replication middleware for read-only resources in dense MANETs
Pervasive and Mobile Computing
Maximum energy welfare routing in wireless sensor networks
NETWORKING'07 Proceedings of the 6th international IFIP-TC6 conference on Ad Hoc and sensor networks, wireless networks, next generation internet
Plus-tree: a routing protocol for wireless sensor networks
ICHIT'06 Proceedings of the 1st international conference on Advances in hybrid information technology
The crossroads approach to information discovery in wireless sensor networks
ICDCN'08 Proceedings of the 9th international conference on Distributed computing and networking
DBR: depth-based routing for underwater sensor networks
NETWORKING'08 Proceedings of the 7th international IFIP-TC6 networking conference on AdHoc and sensor networks, wireless networks, next generation internet
On the connectivity of key-distribution strategies in wireless sensor networks
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
A dynamic en-route filtering scheme for data reporting in wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
Level biased random walk for information discovery in wireless sensor networks
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Random-walk based approach to detect clone attacks in wireless sensor networks
IEEE Journal on Selected Areas in Communications
Random walk with jumps in large-scale random geometric graphs
Computer Communications
A content-guided publish/subscribe mechanism for sensor networks without location information
Computer Communications
Information discovery in mission-critical wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
U-GRAB: a utility-based gradient broadcasting algorithm for wireless sensor networks
MILCOM'09 Proceedings of the 28th IEEE conference on Military communications
Radio cover time in hyper-graphs
Proceedings of the 6th International Workshop on Foundations of Mobile Computing
Lifespan-aware routing for wireless sensor networks
KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part II
Preserving source location privacy in monitoring-based wreless sensor networks
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
EDAP: An Efficient Data-Gathering Protocol for Wireless Sensor Networks
International Journal of Ad Hoc and Ubiquitous Computing
Efficient vector-based forwarding for underwater sensor networks
EURASIP Journal on Wireless Communications and Networking - Special issue on radar and sonar sensor networks
Energy efficient and low latency biased walk techniques for search in wireless sensor networks
Journal of Parallel and Distributed Computing
Journal of Parallel and Distributed Computing
A policy-based publish/subscribe middleware for sense-and-react applications
Journal of Systems and Software
Distributed and location-based multicast routing algorithms for wireless sensor networks
EURASIP Journal on Wireless Communications and Networking
Journal of Network and Computer Applications
Detecting proximity events in sensor networks
Information Systems
Energy-efficient and location-aware ant colony based routing algorithms for wireless sensor networks
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Routing Protocol for Heterogeneous Hierarchical Wireless Multimedia Sensor Networks
Wireless Personal Communications: An International Journal
Cluster Based Routing Protocol for Mobile Nodes in Wireless Sensor Network
Wireless Personal Communications: An International Journal
GLANCE: a lightweight querying service for wireless sensor networks
OPODIS'06 Proceedings of the 10th international conference on Principles of Distributed Systems
Issues on information dissemination and routing in wireless sensor networks
Proceedings of the 9th International Conference on Advances in Mobile Computing and Multimedia
Multi-agent system architectures for wireless sensor networks
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
Comparative analysis of push-pull query strategies for wireless sensor networks
DCOSS'06 Proceedings of the Second IEEE international conference on Distributed Computing in Sensor Systems
Analysis of gradient-based routing protocols in sensor networks
DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Power-efficient seamless publishing and subscribing in wireless sensor networks
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
On the cover time of random geometric graphs
ICALP'05 Proceedings of the 32nd international conference on Automata, Languages and Programming
EAR-RT: energy aware routing with real-time guarantee for wireless sensor networks
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
Making data-centric storage adaptive and cost-optimal
Computer Networks: The International Journal of Computer and Telecommunications Networking
REDRP: reactive energy decisive routing protocol for wireless sensor networks
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
Querying dynamic wireless sensor networks with non-revisiting random walks
EWSN'10 Proceedings of the 7th European conference on Wireless Sensor Networks
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Energy aware routing with dynamic probability scaling
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Energy aware routing based on adaptive clustering mechanism for wireless sensor networks
ICCNMC'05 Proceedings of the Third international conference on Networking and Mobile Computing
Curve-Based greedy routing algorithm for sensor networks
ICCNMC'05 Proceedings of the Third international conference on Networking and Mobile Computing
A self-adaptive energy-aware data gathering mechanism for wireless sensor networks
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
Exploring message authentication in sensor networks
ESAS'04 Proceedings of the First European conference on Security in Ad-hoc and Sensor Networks
SDD: secure directed diffusion protocol for sensor networks
ESAS'04 Proceedings of the First European conference on Security in Ad-hoc and Sensor Networks
Self-organizing approaches for large-scale spray multiagent systems
Software Engineering for Multi-Agent Systems IV
ESAW'05 Proceedings of the 6th international conference on Engineering Societies in the Agents World
When agents communicate hypotheses in critical situations
DALT'06 Proceedings of the 4th international conference on Declarative Agent Languages and Technologies
Autonomous Agents and Multi-Agent Systems
Computers and Electrical Engineering
Proposition and evaluation of a novel routing protocol for wireless sensor networks
VECoS'11 Proceedings of the Fifth international conference on Verification and Evaluation of Computer and Communication Systems
Proceedings of the thirteenth ACM international symposium on Mobile Ad Hoc Networking and Computing
Journal of Network and Computer Applications
Load-aware energy-efficient medium access control for Wireless Sensor Networks
International Journal of Ad Hoc and Ubiquitous Computing
ALPS - Adaptive Location-based Publish/Subscribe
Computer Networks: The International Journal of Computer and Telecommunications Networking
EQR: a new energy-aware query-based routing protocol for wireless sensor networks
WWIC'12 Proceedings of the 10th international conference on Wired/Wireless Internet Communication
Energy-balanced and fault-tolerant clustering routing protocol for event driven WSNs
Proceedings of the Third Symposium on Information and Communication Technology
CTAC: Control traffic tunneling attacks' countermeasures in mobile wireless networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Journal of Network and Computer Applications
On the performance evaluation of query-based wireless sensor networks
Performance Evaluation
EDR: efficient data routing in wireless sensor networks
International Journal of Ad Hoc and Ubiquitous Computing
Analysis of Sensors' Coverage through Application-Specific WSN Provisioning Tool
International Journal of Mobile Computing and Multimedia Communications
ZigBee-based long-thin wireless sensor networks: address assignment and routing schemes
International Journal of Ad Hoc and Ubiquitous Computing
International Journal of Sensor Networks
A Review on Hierarchical Routing Protocols for Wireless Sensor Networks
Wireless Personal Communications: An International Journal
Distributed routing for signal detection in wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Radio cover time in hyper-graphs
Ad Hoc Networks
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Advances in micro-sensor and radio technology will enable small but smart sensors to be deployed for a wide range of environmental monitoring applications. In order to constrain communication overhead, dense sensor networks call for new and highly efficient methods for distributing queries to nodes that have observed interesting events in the network. A highly efficient data-centric routing mechanism will offer significant power cost reductions [17], and improve network longevity. Moreover, because of the large amount of system and data redundancy possible, data becomes disassociated from specific node and resides in regions of the network [10][7][8]. This paper describes and evaluates through simulation a scheme we call Rumor Routing, which allows for queries to be delivered to events in the network. Rumor Routing is tunable, and allows for tradeoffs between setup overhead and delivery reliability. It's intended for contexts in which geographic routing criteria are not applicable because a coordinate system is not available or the phenomenon of interest is not geographically correlated.