Power-aware routing in mobile ad hoc networks
MobiCom '98 Proceedings of the 4th annual ACM/IEEE international conference on Mobile computing and networking
Adaptive protocols for information dissemination in wireless 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
A Distributed Algorithm for Minimum-Weight Spanning Trees
ACM Transactions on Programming Languages and Systems (TOPLAS)
Wireless sensor networks: a survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
Dynamic Power Management in Wireless Sensor Networks
IEEE Design & Test
Power-Aware Localized Routing in Wireless Networks
IEEE Transactions on Parallel and Distributed Systems
Energy-Efficient Communication Protocol for Wireless Microsensor Networks
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8 - Volume 8
Maximum lifetime routing in wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
Cost-efficient processing of MIN/MAX queries over distributed sensors with uncertainty
Proceedings of the 2005 ACM symposium on Applied computing
MESTER: minimum energy spanning tree for efficient routing in wireless sensor networks
QShine '06 Proceedings of the 3rd international conference on Quality of service in heterogeneous wired/wireless networks
Online Data Gathering for Maximizing Network Lifetime in Sensor Networks
IEEE Transactions on Mobile Computing
Effective query aggregation for data services in sensor networks
Computer Communications
Robust management of outliers in sensor network aggregate queries
MobiDE '07 Proceedings of the 6th ACM international workshop on Data engineering for wireless and mobile access
Dissemination of compressed historical information in sensor networks
The VLDB Journal — The International Journal on Very Large Data Bases
PEACH: Power-efficient and adaptive clustering hierarchy protocol for wireless sensor networks
Computer Communications
Aggregation in sensor networks with a user-provided quality of service goal
Information Sciences: an International Journal
Bandwidth-constrained queries in sensor networks
The VLDB Journal — The International Journal on Very Large Data Bases
SHORT: shortest hop routing tree for wireless sensor networks
International Journal of Sensor Networks
Stream data gathering in wireless sensor networks within expected lifetime
Proceedings of the 3rd international conference on Mobile multimedia communications
Mobile Networks and Applications
Energy consumption analysis of reputation-based trust management schemes of wireless sensor networks
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
A preliminary study of information collection in a mobile sensor network
Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness
Energy minimization for heterogeneous wireless sensor networks
Journal of Embedded Computing - Design and Optimization for High Performance Embedded Systems
Approximation algorithm for maximum lifetime in wireless sensor networks with data aggregation
International Journal of Sensor Networks
Analysis on an Energy Efficient Routing Algorithm for Wireless Sensor Networks
ICA3PP '09 Proceedings of the 9th International Conference on Algorithms and Architectures for Parallel Processing
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
A new approach for multi-sink environments in WSNs
IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
Performance of random routing on grid-based sensor networks
CCNC'09 Proceedings of the 6th IEEE Conference on Consumer Communications and Networking Conference
T-LEACH: The method of threshold-based cluster head replacement for wireless sensor networks
Information Systems Frontiers
An energy-efficient data gathering algorithm to prolong lifetime of wireless sensor networks
Computer Communications
Reliable and energy aware routing protocols for wireless sensor networks
SoftCOM'09 Proceedings of the 17th international conference on Software, Telecommunications and Computer Networks
Using energy efficiency clustering scheme to improve the performance for wireless sensor network
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
The Sink Node Placement and Performance Implication in Mobile Sensor Networks
Mobile Networks and Applications
Continuous approximate window queries in wireless sensor networks
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Utility-based data-gathering in wireless sensor networks with unstable links
ICDCN'08 Proceedings of the 9th international conference on Distributed computing and networking
Energy-efficient multiple routing trees for aggregate query evaluation in sensor networks
WWIC'08 Proceedings of the 6th international conference on Wired/wireless internet communications
Algorithms for sensor and ad hoc networks: advanced lectures
Algorithms for sensor and ad hoc networks: advanced lectures
Performance of a data gather scheme with novel chain construction for wireless sensor networks
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference
INFOCOM'10 Proceedings of the 29th conference on Information communications
Energy-efficient cooperative data aggregation for wireless sensor networks
Journal of Parallel and Distributed Computing
Online energy-saving algorithm for sensor networks in dynamic changing environments
Journal of Embedded Computing
A new chain-based data gathering protocol for wireless sensor transportation monitoring network
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Journal of Parallel and Distributed Computing
Distributed and location-based multicast routing algorithms for wireless sensor networks
EURASIP Journal on Wireless Communications and Networking
Energy efficient data gathering in multi-hop hierarchical wireless ad hoc networks
FOMC '11 Proceedings of the 7th ACM ACM SIGACT/SIGMOBILE International Workshop on Foundations of Mobile Computing
Tree structure based data gathering for maximum lifetime in wireless sensor networks
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
SAQA: spatial and attribute based query aggregation in wireless sensor networks
EUC'06 Proceedings of the 2006 international conference on Embedded and Ubiquitous Computing
Efficent algorithm of energy minimization for heterogeneous wireless sensor network
EUC'06 Proceedings of the 2006 international conference on Embedded and Ubiquitous Computing
A distributed power-efficient data gathering and aggregation protocol for wireless sensor networks
ISPA'05 Proceedings of the Third international conference on Parallel and Distributed Processing and Applications
Energy-Efficient aggregate query evaluation in sensor networks
MSN'05 Proceedings of the First international conference on Mobile Ad-hoc and Sensor Networks
HMRP: hierarchy-based multipath routing protocol for wireless sensor networks
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
Distributed energy efficient data gathering with intra-cluster coverage in wireless sensor networks
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
A power efficient routing protocol in wireless sensor networks
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part II
Hierarchical Ring-Based Data Gathering for Dense Wireless Sensor Networks
Wireless Personal Communications: An International Journal
Computers and Electrical Engineering
Structure-free real-time data aggregation in wireless sensor networks
Computer Communications
Energy efficient ant colony algorithms for data aggregation in wireless sensor networks
Journal of Computer and System Sciences
An efficient grid-based data gathering scheme in wireless sensor networks
UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
Journal of Network and Computer Applications
Energy-efficient tree-based cooperative data aggregation for wireless sensor networks
International Journal of Sensor Networks
Lifetime Optimization by Load-Balanced and Energy Efficient Tree in Wireless Sensor Networks
Mobile Networks and Applications
Compression in wireless sensor networks: A survey and comparative evaluation
ACM Transactions on Sensor Networks (TOSN)
A Review on Hierarchical Routing Protocols for Wireless Sensor Networks
Wireless Personal Communications: An International Journal
Personal and Ubiquitous Computing
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Recent developments in processor, memory and radio technology have enabled wireless sensor networks which are deployed to collect useful information from an area of interest. The sensed data must be gathered and transmitted to a base station where it is further processed for end-user queries. Since the network consists of low-cost nodes with limited battery power, power efficient methods must be employed for data gathering and aggregation in order to achieve long network lifetimes.In an environment where in a round of communication each of the sensor nodes has data to send to a base station, it is important to minimize the total energy consumed by the system in a round so that the system lifetime is maximized. With the use of data fusion and aggregation techniques, while minimizing the total energy per round, if power consumption per node can be balanced as well, a near optimal data gathering and routing scheme can be achieved in terms of network lifetime.So far, besides the conventional protocol of direct transmission, two elegant protocols called LEACH and PEGASIS have been proposed to maximize the lifetime of a sensor network. In this paper, we propose two new algorithms under name PEDAP (Power Efficient Data gathering and Aggregation Protocol), which are near optimal minimum spanning tree based routing schemes, where one of them is the power-aware version of the other. Our simulation results show that our algorithms perform well both in systems where base station is far away from and where it is in the center of the field. PEDAP achieves between 4x to 20x improvement in network lifetime compared with LEACH, and about three times improvement compared with PEGASIS.