TY - GEN
T1 - An energy-aware data-centric generic utility based approach in wireless sensor networks
AU - Chen, Wei Peng
AU - Sha, Lui
PY - 2004
Y1 - 2004
N2 - Distinct from wireless ad hoc networks, wireless sensor networks are data-centric, application-oriented, collaborative, and energy-constrained in nature. In this paper, formulate the problem of data transport in sensor networks as an optimization problem whose objective function is to maximize the amount of information (utility) collected at sinks (subscribers), subject to the flow, energy and channel bandwidth constraints. Also, based on a Markov model extended from [3], we derive the link delay and the node capacity in both the single and multi-hop environments, and figure them in the problem formulation. We study three special cases under the problem formulation. In particular, we consider the energy-aware flow control problem, derive an energy aware flow control solution, and investigate via ns-2 simulation its performance. The simulation results show that the proposed energy-aware flow control solution can achieve high utility and low delay without congesting the network.
AB - Distinct from wireless ad hoc networks, wireless sensor networks are data-centric, application-oriented, collaborative, and energy-constrained in nature. In this paper, formulate the problem of data transport in sensor networks as an optimization problem whose objective function is to maximize the amount of information (utility) collected at sinks (subscribers), subject to the flow, energy and channel bandwidth constraints. Also, based on a Markov model extended from [3], we derive the link delay and the node capacity in both the single and multi-hop environments, and figure them in the problem formulation. We study three special cases under the problem formulation. In particular, we consider the energy-aware flow control problem, derive an energy aware flow control solution, and investigate via ns-2 simulation its performance. The simulation results show that the proposed energy-aware flow control solution can achieve high utility and low delay without congesting the network.
KW - Utility-based
KW - Wireless sensor networks
UR - http://www.scopus.com/inward/record.url?scp=3042739258&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=3042739258&partnerID=8YFLogxK
U2 - 10.1145/984622.984654
DO - 10.1145/984622.984654
M3 - Conference contribution
AN - SCOPUS:3042739258
SN - 1581138466
SN - 9781581138467
T3 - Third International Symposium on Information Processing in Sensor Networks, IPSN 2004
SP - 215
EP - 224
BT - Third International Symposium on Information Processing in Sensor Networks, IPSN 2004
PB - Association for Computing Machinery
T2 - Third International Symposium on Information Processing in Sensor Networks, IPSN 2004
Y2 - 26 April 2004 through 27 April 2004
ER -