INSPIRE-DB: Intelligent networks sensor processing of information using resilient encoded-hash dataBase

Vasanth Iyer, S. Sitharama Iyengar, Garmiela Rama Murthy, Kannan Srinathan, Vir Phoha, Mandalika B. Srinivas

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

Sensor networks consist of small motes attached with sensors to measure ambient parameters like temperature, humidity and light. As these motes are unreliable due to wireless link quality and also the data measuring sensors cannot be calibrated accurately for a given applications need. The unique data fusion needs are that parameter being measured is distributed across the network and needs to be computed reliably and with minimum overhead and redundancy due to data value being correlated. We show the asymptotic complexity of topology control when applied to power-aware routing is scalable and argue that the accuracy and reliability of the estimated sensor values can be accurately predicted for the physical value being sensed and aggregating. A prefix-based routing protocol is used for data-centric storage, which allows querying distributed parameters using a KEY, VALUE pairs without the need of the sensor node to know its exact geographic information. Intelligent sensor information processing, which is driven by these requirements, is discussed under the framework INSPIRE-DB.

Original languageEnglish (US)
Title of host publicationProceedings - 4th International Conference on Sensor Technologies and Applications, SENSORCOMM 2010
Pages363-368
Number of pages6
DOIs
StatePublished - 2010
Event4th International Conference on Sensor Technologies and Applications, SENSORCOMM 2010 - Venice, Mestre, Italy
Duration: Jul 18 2010Jul 25 2010

Publication series

NameProceedings - 4th International Conference on Sensor Technologies and Applications, SENSORCOMM 2010

Other

Other4th International Conference on Sensor Technologies and Applications, SENSORCOMM 2010
CountryItaly
CityVenice, Mestre
Period7/18/107/25/10

Keywords

  • Cross-layer protocols
  • Data-centric routing
  • Distributed compressed sensing (DCS)
  • Distributed hash table (DHT)
  • Distributed source coding (DSC)
  • Pre- and post processing of sensors
  • Sensor fusion

ASJC Scopus subject areas

  • Hardware and Architecture
  • Electrical and Electronic Engineering

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    Iyer, V., Iyengar, S. S., Murthy, G. R., Srinathan, K., Phoha, V., & Srinivas, M. B. (2010). INSPIRE-DB: Intelligent networks sensor processing of information using resilient encoded-hash dataBase. In Proceedings - 4th International Conference on Sensor Technologies and Applications, SENSORCOMM 2010 (pp. 363-368). [5558075] (Proceedings - 4th International Conference on Sensor Technologies and Applications, SENSORCOMM 2010). https://doi.org/10.1109/SENSORCOMM.2010.113