Sensor-less temperature and humidity estimation using transmission lines

K. V. Santhosh, Sneha Nayak

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

Abstract

This paper proposes a sensor-less temperature and humidity measurement technique. Objective of the proposed work is to design an observer to estimate the temperature and humidity from transmitted signal. Transmitted signal through the cable is analyzed for computing the effect of temperature and humidity. For analysis an observer is designed to estimate the temperature and humidity from the derived output of transmission lines and model of transmission lines. In the proposed work a neural network based non parametric model is designed. Once the model is designed it is subjected to test in both simulation and real life. Results show successful implementation of proposed work.

Original languageEnglish
Title of host publicationProceedings of IEEE International Conference on Signal Processing and Communication, ICSPC 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages447-451
Number of pages5
Volume2018-January
ISBN (Electronic)9781509067305
DOIs
Publication statusPublished - 01-03-2018
Event2017 IEEE International Conference on Signal Processing and Communication, ICSPC 2017 - Coimbatore, India
Duration: 28-07-201729-07-2017

Conference

Conference2017 IEEE International Conference on Signal Processing and Communication, ICSPC 2017
CountryIndia
CityCoimbatore
Period28-07-1729-07-17

Fingerprint

Humidity sensors
Temperature sensors
transmission lines
humidity
Electric lines
Atmospheric humidity
sensors
humidity measurement
estimates
Temperature
cables
temperature
temperature measurement
Cables
Neural networks
output
simulation

All Science Journal Classification (ASJC) codes

  • Instrumentation
  • Computer Networks and Communications
  • Signal Processing

Cite this

Santhosh, K. V., & Nayak, S. (2018). Sensor-less temperature and humidity estimation using transmission lines. In Proceedings of IEEE International Conference on Signal Processing and Communication, ICSPC 2017 (Vol. 2018-January, pp. 447-451). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CSPC.2017.8305888
Santhosh, K. V. ; Nayak, Sneha. / Sensor-less temperature and humidity estimation using transmission lines. Proceedings of IEEE International Conference on Signal Processing and Communication, ICSPC 2017. Vol. 2018-January Institute of Electrical and Electronics Engineers Inc., 2018. pp. 447-451
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Santhosh, KV & Nayak, S 2018, Sensor-less temperature and humidity estimation using transmission lines. in Proceedings of IEEE International Conference on Signal Processing and Communication, ICSPC 2017. vol. 2018-January, Institute of Electrical and Electronics Engineers Inc., pp. 447-451, 2017 IEEE International Conference on Signal Processing and Communication, ICSPC 2017, Coimbatore, India, 28-07-17. https://doi.org/10.1109/CSPC.2017.8305888

Sensor-less temperature and humidity estimation using transmission lines. / Santhosh, K. V.; Nayak, Sneha.

Proceedings of IEEE International Conference on Signal Processing and Communication, ICSPC 2017. Vol. 2018-January Institute of Electrical and Electronics Engineers Inc., 2018. p. 447-451.

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

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AB - This paper proposes a sensor-less temperature and humidity measurement technique. Objective of the proposed work is to design an observer to estimate the temperature and humidity from transmitted signal. Transmitted signal through the cable is analyzed for computing the effect of temperature and humidity. For analysis an observer is designed to estimate the temperature and humidity from the derived output of transmission lines and model of transmission lines. In the proposed work a neural network based non parametric model is designed. Once the model is designed it is subjected to test in both simulation and real life. Results show successful implementation of proposed work.

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Santhosh KV, Nayak S. Sensor-less temperature and humidity estimation using transmission lines. In Proceedings of IEEE International Conference on Signal Processing and Communication, ICSPC 2017. Vol. 2018-January. Institute of Electrical and Electronics Engineers Inc. 2018. p. 447-451 https://doi.org/10.1109/CSPC.2017.8305888