TY - GEN
T1 - Intelligent multicast tree construction protocol with optimal bandwidth allocation for WSNs
AU - Ababneh, Nedal
AU - Ortiz, Antonio M.
AU - Timmons, Nicholas
AU - Morrison, Jim
PY - 2012
Y1 - 2012
N2 - This paper addresses the problem of multisession multicast tree construction with bandwidth and rate allocation in wireless sensor networks. Previous work has shown that when the goal is to find multicast routing tree, the problem becomes NP-complete. In this work, we present a heuristic Multisession Multicast Routing and Bandwidth Allocation protocol, termed MMBA, that makes use of fuzzy logic to evaluate nodes' and network conditions during the multicast tree construction process. Rate assignment is optimized in order to be able to accept as many data streams (i.e., sessions) at the highest possible data rate in the sensor network as possible, allowing source nodes to transmit at maximum available rate, while maximizing the overall network throughput and utility. We conduct extensive evaluations to study the performance of the proposed protocol compared to existing approaches such as shortest path, Steiner and minimum transmission tree. Simulation results show that our protocol effectively improves the network throughput and utilization, while conserving per node energy consumption.
AB - This paper addresses the problem of multisession multicast tree construction with bandwidth and rate allocation in wireless sensor networks. Previous work has shown that when the goal is to find multicast routing tree, the problem becomes NP-complete. In this work, we present a heuristic Multisession Multicast Routing and Bandwidth Allocation protocol, termed MMBA, that makes use of fuzzy logic to evaluate nodes' and network conditions during the multicast tree construction process. Rate assignment is optimized in order to be able to accept as many data streams (i.e., sessions) at the highest possible data rate in the sensor network as possible, allowing source nodes to transmit at maximum available rate, while maximizing the overall network throughput and utility. We conduct extensive evaluations to study the performance of the proposed protocol compared to existing approaches such as shortest path, Steiner and minimum transmission tree. Simulation results show that our protocol effectively improves the network throughput and utilization, while conserving per node energy consumption.
KW - Bandwidth Allocation
KW - Data Streaming
KW - Fuzzy Logic
KW - Multicast Tree Construction
KW - Multisession
KW - Wireless Sensor Networks
UR - http://www.scopus.com/inward/record.url?scp=84864823087&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-31638-8_26
DO - 10.1007/978-3-642-31638-8_26
M3 - Conference contribution
AN - SCOPUS:84864823087
SN - 9783642316371
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 344
EP - 357
BT - Ad-hoc, Mobile, and Wireless Networks - 11th International Conference, ADHOC-NOW 2012
T2 - 11th International Conference on Ad-hoc, Mobile, and Wireless Networks, ADHOC-NOW2012
Y2 - 9 July 2012 through 12 July 2012
ER -