A bit-map-assisted energy-efficient MAC scheme for wireless sensor networks

Low-energy characteristics of wireless sensor networks (WSNs) pose a great design challenge for MAC control design. Recent studies have proposed different intra-cluster communication bit-map-assisted (BMA) MAC protocol for large-scale cluster-based WSNs. BMA is intended for event-driven applications, where sensor nodes transmit data to the cluster head only if significant events are observed. In addition, we provide the energy and packet latency analytical models for BMA, conventional TDMA, and energy efficient TDMA (E-TDMA) when used as intra-cluster MAC schemes. Our results show that BMA is superior for the cases of low and medium traffic loads, relatively few sensor nodes per cluster, and relatively large data packet sizes. In addition, BMA performs better than the TDMA-based MAC schemes in terms of average packet latency.

[1]  Anantha P. Chandrakasan,et al.  An application-specific protocol architecture for wireless microsensor networks , 2002, IEEE Trans. Wirel. Commun..

[2]  Wendi Heinzelman,et al.  Energy-efficient communication protocol for wireless microsensor networks , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[3]  Arthur L. Liestman,et al.  A survey of gossiping and broadcasting in communication networks , 1988, Networks.

[4]  J. Cano,et al.  A performance comparison of energy consumption for Mobile Ad Hoc Network routing protocols , 2000, Proceedings 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (Cat. No.PR00728).

[5]  Mani B. Srivastava,et al.  Simulating networks of wireless sensors , 2001, Proceeding of the 2001 Winter Simulation Conference (Cat. No.01CH37304).

[6]  Ian F. Akyildiz,et al.  Sensor Networks , 2002, Encyclopedia of GIS.

[7]  William Stallings Wireless Communications and Networks , 2001 .

[8]  Edward J. Coyle,et al.  An energy efficient hierarchical clustering algorithm for wireless sensor networks , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).

[9]  Randy H. Katz,et al.  Measuring and Reducing Energy Consumption of Network Interfaces in Hand-Held Devices (Special Issue on Mobile Computing) , 1997 .

[10]  P. K. Chaturvedi,et al.  Communication Systems , 2002, IFIP — The International Federation for Information Processing.

[11]  Deborah Estrin,et al.  An energy-efficient MAC protocol for wireless sensor networks , 2002, Proceedings.Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies.

[12]  Ian F. Akyildiz,et al.  Energy efficiency based packet size optimization in wireless sensor networks , 2003, Proceedings of the First IEEE International Workshop on Sensor Network Protocols and Applications, 2003..

[13]  A. Manjeshwar,et al.  TEEN: a routing protocol for enhanced efficiency in wireless sensor networks , 2001, Proceedings 15th International Parallel and Distributed Processing Symposium. IPDPS 2001.

[14]  A. Chandrakasan,et al.  Energy-efficient DSPs for wireless sensor networks , 2002, IEEE Signal Process. Mag..

[15]  Jonathan R. Agre,et al.  An Integrated Architecture for Cooperative Sensing Networks , 2000, Computer.

[16]  Gregory J. Pottie,et al.  Instrumenting the world with wireless sensor networks , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[17]  L. Kleinrock,et al.  Packet Switching in Radio Channels: Part I - Carrier Sense Multiple-Access Modes and Their Throughput-Delay Characteristics , 1975, IEEE Transactions on Communications.

[18]  A. Pashtan,et al.  Cellular network management goals and data-centric solutions , 2001 .

[19]  R. Mucci A comparison of efficient beamforming algorithms , 1984 .

[20]  Gregory J. Pottie,et al.  Protocols for self-organization of a wireless sensor network , 2000, IEEE Wirel. Commun..

[21]  Gregory J. Pottie,et al.  Wireless sensor networks , 1998, 1998 Information Theory Workshop (Cat. No.98EX131).

[22]  Ivan Marsic,et al.  Location management for hierarchically organized mobile ad hoc networks , 2002, 2002 IEEE Wireless Communications and Networking Conference Record. WCNC 2002 (Cat. No.02TH8609).

[23]  Satish Kumar,et al.  Next century challenges: scalable coordination in sensor networks , 1999, MobiCom.

[24]  Chien-Chung Shen,et al.  Sensor Information Networking Architecture , 2000, Proceedings 2000. International Workshop on Parallel Processing.

[25]  Mohamed F. Younis,et al.  A constrained shortest-path energy-aware routing algorithm for wireless sensor networks , 2002, 2002 IEEE Wireless Communications and Networking Conference Record. WCNC 2002 (Cat. No.02TH8609).

[26]  Mani B. Srivastava,et al.  Architecture strategies for energy-efficient packet forwarding in wireless sensor networks , 2001, ISLPED '01.

[27]  Songwu Lu,et al.  A scalable solution to minimum cost forwarding in large sensor networks , 2001, Proceedings Tenth International Conference on Computer Communications and Networks (Cat. No.01EX495).

[28]  Anantha Chandrakasan,et al.  Energy-Scalable Protocols for Battery-Operated MicroSensor Networks , 2001, J. VLSI Signal Process..

[29]  Mani Srivastava,et al.  Energy-aware wireless microsensor networks , 2002, IEEE Signal Process. Mag..

[30]  Wendi B. Heinzelman,et al.  Adaptive protocols for information dissemination in wireless sensor networks , 1999, MobiCom.

[31]  Gregory J. Pottie,et al.  Performance of a novel self-organization protocol for wireless ad-hoc sensor networks , 1999, Gateway to 21st Century Communications Village. VTC 1999-Fall. IEEE VTS 50th Vehicular Technology Conference (Cat. No.99CH36324).

[32]  Amre El-Hoiydi,et al.  Aloha with preamble sampling for sporadic traffic in ad hoc wireless sensor networks , 2002, 2002 IEEE International Conference on Communications. Conference Proceedings. ICC 2002 (Cat. No.02CH37333).

[33]  W. E. Kozlowski,et al.  Modeling data transactions with standard protocols for low power wireless sensor links , 2001, SIcon/01. Sensors for Industry Conference. Proceedings of the First ISA/IEEE. Sensors for Industry Conference (Cat. No.01EX459).

[34]  Koji Nakano,et al.  Fundamental protocols for wireless sensor networks , 2001, Proceedings 15th International Parallel and Distributed Processing Symposium. IPDPS 2001.

[35]  Anthony Ephremides,et al.  Wireless networking , 1997, Proceedings Second IEEE Symposium on Computer and Communications.

[36]  Kung Yao,et al.  Source localization and beamforming , 2002, IEEE Signal Process. Mag..

[37]  Joseph P. Macker,et al.  Mobile Ad hoc Networking (MANET): Routing Protocol Performance Issues and Evaluation Considerations , 1999, RFC.

[38]  Carl W. Baum,et al.  Energy-efficient self-organizing communication protocols for wireless sensor networks , 2001, 2001 MILCOM Proceedings Communications for Network-Centric Operations: Creating the Information Force (Cat. No.01CH37277).

[39]  Deborah Estrin,et al.  Random, Ephemeral Transaction Identifiers in dynamic sensor networks , 2001, Proceedings 21st International Conference on Distributed Computing Systems.

[40]  Kung Yao,et al.  Blind beamforming on a randomly distributed sensor array system , 1998, IEEE J. Sel. Areas Commun..

[41]  C. Chien,et al.  Low power TDMA in large wireless sensor networks , 2001, 2001 MILCOM Proceedings Communications for Network-Centric Operations: Creating the Information Force (Cat. No.01CH37277).