Computational geometry: an introduction
Computational geometry: an introduction
Introduction to algorithms
Power consumption in packet radio networks
Theoretical Computer Science
Wireless Communications: Principles and Practice
Wireless Communications: Principles and Practice
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
A logarithmic approximation algorithm for the minimum energy consumption broadcast subgraph problem
Information Processing Letters
Asynchronous wakeup for ad hoc networks
Proceedings of the 4th ACM international symposium on Mobile ad hoc networking & computing
Routing Mechanisms for Mobile Ad Hoc Networks Based on the Energy Drain Rate
IEEE Transactions on Mobile Computing
Multicast time maximization in energy constrained wireless networks
DIALM-POMC '03 Proceedings of the 2003 joint workshop on Foundations of mobile computing
Construction of Power Efficient Routing Tree for Ad Hoc Wireless Networks Using Directional Antenna
ICDCSW '04 Proceedings of the 24th International Conference on Distributed Computing Systems Workshops - W7: EC (ICDCSW'04) - Volume 7
Proceedings of the 5th ACM international symposium on Mobile ad hoc networking and computing
An adaptive strategy for maximizing throughput in MAC layer wireless multicast
Proceedings of the 5th ACM international symposium on Mobile ad hoc networking and computing
Sharing the cost of multicast transmissions in wireless networks
Proceedings of the sixteenth annual ACM symposium on Parallelism in algorithms and architectures
Minimum-power multicast routing in static ad hoc wireless networks
IEEE/ACM Transactions on Networking (TON)
Improved approximation results for the minimum energy broadcasting problem
Proceedings of the 2004 joint workshop on Foundations of mobile computing
Energy-efficient broadcasting in ad-hoc networks: combining MSTs with shortest-path trees
PE-WASUN '04 Proceedings of the 1st ACM international workshop on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Applications of k-Local MST for Topology Control and Broadcasting in Wireless Ad Hoc Networks
IEEE Transactions on Parallel and Distributed Systems
Energy efficient communication in ad hoc networks from user's and designer's perspective
ACM SIGMOBILE Mobile Computing and Communications Review
Tighter Bounds for the Minimum Energy Broadcasting Problem
WIOPT '05 Proceedings of the Third International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks
k-fault resistance in wireless ad-hoc networks
DIALM-POMC '05 Proceedings of the 2005 joint workshop on Foundations of mobile computing
A unified energy-efficient topology for unicast and broadcast
Proceedings of the 11th annual international conference on Mobile computing and networking
Topology control in wireless ad hoc and sensor networks
ACM Computing Surveys (CSUR)
Localized Topology Control for Unicast and Broadcast in Wireless Ad Hoc Networks
IEEE Transactions on Parallel and Distributed Systems
Fast distributed algorithm for convergecast in ad hoc geometric radio networks
Journal of Parallel and Distributed Computing - Special issue: Algorithms for wireless and ad-hoc networks
Range assignment for biconnectivity and k-edge connectivity in wireless ad hoc networks
Mobile Networks and Applications
Minimum-energy broadcasting in multi-hop wireless networks using a single broadcast tree
Mobile Networks and Applications
Maximizing system lifetime in wireless sensor networks
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Erratum: minimum-energy broadcast in static ad hoc wireless networks
Wireless Networks - Special issue: Selected papers from ACM MobiCom 2003
Virtual Backbone Construction in MANETs Using Adjustable Transmission Ranges
IEEE Transactions on Mobile Computing
The “real” approximation factor of the MST heuristic for the minimum energy broadcasting
Journal of Experimental Algorithmics (JEA)
Sharing the cost of multicast transmissions in wireless networks
Theoretical Computer Science
Energy-aware multicasting in wireless ad hoc networks: A survey and discussion
Computer Communications
A framework for assessing residual energy in wireless sensor network
International Journal of Sensor Networks
3-Dimensional minimum energy broadcasting problem
Ad Hoc Networks
Minimum-Energy Broadcast and disk cover in grid wireless networks
Theoretical Computer Science
Cost-effective lifetime prediction based routing protocol for wireless network
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Fast algorithm for multicast and data gathering in wireless networks
Information Processing Letters
Distributed construction of bounded-degree low-interference spanners of low weight
Proceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing
Tightening the upper bound for the minimum energy broadcasting
Wireless Networks
Competitive Maintenance of Minimum Spanning Trees in Dynamic Graphs
SOFSEM '07 Proceedings of the 33rd conference on Current Trends in Theory and Practice of Computer Science
Ant Colony Optimization for Energy-Efficient Broadcasting in Ad-Hoc Networks
ANTS '08 Proceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence
WASA '08 Proceedings of the Third International Conference on Wireless Algorithms, Systems, and Applications
Nested Partitioning for the Minimum Energy Broadcast Problem
Learning and Intelligent Optimization
Information Processing Letters
International Journal of Ad Hoc and Ubiquitous Computing
Lookahead Expansion Algorithm for Minimum Power Multicasting in Wireless Ad Hoc Networks
WASA '09 Proceedings of the 4th International Conference on Wireless Algorithms, Systems, and Applications
Energy efficient opportunistic routing in wireless networks
Proceedings of the 12th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Energy-optimal distributed algorithms for minimum spanning trees
IEEE Journal on Selected Areas in Communications - Special issue on stochastic geometry and random graphs for the analysis and designof wireless networks
Cross-layer optimization of multipoint message broadcast in MANETs
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Communications of the ACM
Energy efficient all-to-all broadcast in all-wireless networks
Information Sciences: an International Journal
Approximate MST for UDG locally
COCOON'03 Proceedings of the 9th annual international conference on Computing and combinatorics
Evolutionary local search for the minimum energy broadcast problem
EvoCOP'08 Proceedings of the 8th European conference on Evolutionary computation in combinatorial optimization
On minimizing the total power of k-strongly connected wireless networks
Wireless Networks
Improved PSOR algorithm for minimum power multicast tree problem in wireless ad hoc networks
International Journal of Sensor Networks
EUROMICRO-PDP'02 Proceedings of the 10th Euromicro conference on Parallel, distributed and network-based processing
Minimum energy broadcast on rectangular grid wireless networks
ALGOSENSORS'10 Proceedings of the 6th international conference on Algorithms for sensor systems, wireless adhoc networks, and autonomous mobile entities
Energy efficient multicasting problem in wireless ad-hoc networks
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Cost-effective lifetime prediction based routing protocol for mobile ad hoc network
CIMMACS'05 Proceedings of the 4th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
3-D minimum energy broadcasting
SIROCCO'06 Proceedings of the 13th international conference on Structural Information and Communication Complexity
Weighted broadcast in linear radio networks
AAIM'06 Proceedings of the Second international conference on Algorithmic Aspects in Information and Management
Simple distributed algorithms for approximating minimum steiner trees
COCOON'05 Proceedings of the 11th annual international conference on Computing and Combinatorics
Homogeneous 2-hops broadcast in 2d
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part II
Cost-Effective lifetime prediction based routing protocol for MANET
ICOIN'05 Proceedings of the 2005 international conference on Information Networking: convergence in broadband and mobile networking
Routing cost versus network stability in MANET
ICN'05 Proceedings of the 4th international conference on Networking - Volume Part II
The “real” approximation factor of the MST heuristic for the minimum energy broadcasting
WEA'05 Proceedings of the 4th international conference on Experimental and Efficient Algorithms
ICALP'07 Proceedings of the 34th international conference on Automata, Languages and Programming
IEEE/ACM Transactions on Networking (TON)
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Energy conservation is a critical issue in ad hoc wireless networks for node and network life, as the nodes are powered by batteries only. One major approach for energy conservation is to route a communication session along the route which requires the lowest total energy consumption. This optimization problem is referred to as Minimum-Energy Routing. While the minimum-energy unicast routing problem can be solved in polynomial time by shortest-path algorithms, it remains open whether the minimum-energy broadcast routing problem can be solved in polynomial time, despite the NP-hardness of its general graph version. Recently three greedy heuristics were proposed in [11]: MST (minimum spanning tree), SPT (shortest-path tree), and BIP (broadcasting incremental power). They have been evaluated through simulations in [11], but little is known about their analytical performances. The main contribution of this paper is a quantitative characterization of their performances in terms of approximation ratios. By exploring geometric structures of Euclidean MSTs, we have been able to prove that the approximation ratio of MST is between 6 and 12, and the approximation ratio of BIP is between 13/3 and 12. On the other hand, we show that the approximation ratio of SPT is at least n/2, where n is the number of receiving nodes. To the best of our knowledge, these are the first analytical results for the minimum-energy broadcasting problem.