Sensor networks: evolution, opportunities, and challenges

Wireless microsensor networks have been identified as one of the most important technologies for the 21st century. This paper traces the history of research in sensor networks over the past three decades, including two important programs of the Defense Advanced Research Projects Agency (DARPA) spanning this period: the Distributed Sensor Networks (DSN) and the Sensor Information Technology (SensIT) programs. Technology trends that impact the development of sensor networks are reviewed, and new applications such as infrastructure security, habitat monitoring, and traffic control are presented. Technical challenges in sensor network development include network discovery, control and routing, collaborative signal and information processing, tasking and querying, and security. The paper concludes by presenting some recent research results in sensor network algorithms, including localized algorithms and directed diffusion, distributed tracking in wireless ad hoc networks, and distributed classification using local agents.

[1]  R.F. Sproull,et al.  High-level protocols , 1978, Proceedings of the IEEE.

[2]  Reid G. Smith,et al.  The Contract Net Protocol: High-Level Communication and Control in a Distributed Problem Solver , 1980, IEEE Transactions on Computers.

[3]  Cathleen Stasz,et al.  Network Structures for Distributed Situation Assessment , 1980, IEEE Transactions on Systems, Man, and Cybernetics.

[4]  Victor R. Lesser,et al.  Functionally Accurate, Cooperative Distributed Systems , 1988, IEEE Transactions on Systems, Man, and Cybernetics.

[5]  George G. Robertson,et al.  Accent: A communication oriented network operating system kernel , 1981, SOSP.

[6]  Edward A. Feigenbaum,et al.  Signal-to-Symbol Transformation: HASP/SIAP Case Study , 1982, AI Mag..

[7]  Victor R. Lesser,et al.  The Distributed Vehicle Monitoring Testbed: A Tool for Investigating Distributed Problem Solving Networks , 1983, AI Mag..

[8]  Alan V. Oppenheim,et al.  Knowledge based speech analysis and enhancement , 1984, ICASSP.

[9]  S. Mori,et al.  Distributed Tracking in Distributed Sensor Networks , 1986, 1986 American Control Conference.

[10]  Chee-Yee Chong,et al.  Distributed Tracking in Distributed Sensor Networks , 1986 .

[11]  Richard T. Lacoss Distributed Mixed Sensor Aircraft Tracking , 1987, 1987 American Control Conference.

[12]  Michael B. Jones,et al.  Mach: a system software kernel , 1989, Digest of Papers. COMPCON Spring 89. Thirty-Fourth IEEE Computer Society International Conference: Intellectual Leverage.

[13]  M. J. O'Driscoll,et al.  Cooperative Engagement Capability , 1997 .

[14]  Randy H. Katz,et al.  Next century challenges: mobile networking for “Smart Dust” , 1999, MobiCom.

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

[16]  David S Alberts,et al.  Network Centric Warfare: Developing and Leveraging Information Superiority , 1999 .

[17]  Panganamala Ramana Kumar,et al.  RHEINISCH-WESTFÄLISCHE TECHNISCHE HOCHSCHULE AACHEN , 2001 .

[18]  Calton Pu,et al.  Research challenges in environmental observation and forecasting systems , 2000, MobiCom '00.

[19]  Y. Carts-Powell Unattended ground sensors stop and analyze the roses , 2000 .

[20]  H. Qi,et al.  Multi-Resolution Data Integration Using Mobile Agents in Distributed Sensor Networks , 2001 .

[21]  Gaetano Borriello,et al.  Location Systems for Ubiquitous Computing , 2001, Computer.

[22]  J. Gardner,et al.  Microsensors, MEMS, and Smart Devices , 2001 .

[23]  S. Sitharama Iyengar,et al.  Multiresolution data integration using mobile agents in distributed sensor networks , 2001, IEEE Trans. Syst. Man Cybern. Part C.

[24]  J. Gardner,et al.  Microsensors, MEMS, and Smart Devices: Gardner/Microsensors, MEMS, and Smart Devices , 2001 .

[25]  Budhaditya Deb,et al.  A topology discovery algorithm for sensor networks with applications to network management , 2001 .

[26]  Srikanta P. Kumar,et al.  SensIT: Sensor Information Technology For the Warfighter , 2001 .

[27]  Ken Butler Tactical Automated Security System Air Force expeditionary security , 2002, SPIE Defense + Commercial Sensing.

[28]  Feng Zhao,et al.  Information-driven dynamic sensor collaboration , 2002, IEEE Signal Process. Mag..

[29]  Feng Zhao,et al.  Information-Driven Dynamic Sensor Collaboration for Tracking Applications , 2002 .

[30]  Yong Yao,et al.  The cougar approach to in-network query processing in sensor networks , 2002, SGMD.

[31]  Leonidas J. Guibas,et al.  A Distributed Algorithm for Managing Multi-target Identities in Wireless Ad-hoc Sensor Networks , 2003, IPSN.

[32]  Feng Zhao,et al.  Distributed tracking in wireless ad hoc sensor networks , 2003, Sixth International Conference of Information Fusion, 2003. Proceedings of the.

[33]  Milind Tambe,et al.  Distributed Sensor Networks , 2003, Multiagent Systems, Artificial Societies, and Simulated Organizations.

[34]  Deborah Estrin,et al.  Directed diffusion for wireless sensor networking , 2003, TNET.

[35]  S. Sitharama Iyengar,et al.  Distributed Sensor Networks , 2004 .

[36]  10 emerging technologies that will change your world , 2004, IEEE Engineering Management Review.

[37]  T. Pham,et al.  Distributed tracking in AD-HOC sensor networks , 2005, IEEE/SP 13th Workshop on Statistical Signal Processing, 2005.