Sensor-less temperature and humidity estimation using transmission lines

K. V. Santhosh; Sneha Nayak

doi:10.1109/CSPC.2017.8305888

Sensor-less temperature and humidity estimation using transmission lines

K. V. Santhosh, Sneha Nayak

Department of Instrumentation and Control Engineering, Manipal Institute of Technology, Manipal

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 language	English
Title of host publication	Proceedings of IEEE International Conference on Signal Processing and Communication, ICSPC 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	447-451
Number of pages	5
Volume	2018-January
ISBN (Electronic)	9781509067305
DOIs	https://doi.org/10.1109/CSPC.2017.8305888
Publication status	Published - 01-03-2018
Event	2017 IEEE International Conference on Signal Processing and Communication, ICSPC 2017 - Coimbatore, India Duration: 28-07-2017 → 29-07-2017

Conference

Conference	2017 IEEE International Conference on Signal Processing and Communication, ICSPC 2017
Country/Territory	India
City	Coimbatore
Period	28-07-17 → 29-07-17

All Science Journal Classification (ASJC) codes

Instrumentation
Computer Networks and Communications
Signal Processing

Access to Document

10.1109/CSPC.2017.8305888

Cite this

@inproceedings{07c383ccb3da48c0943879fba9095966,

title = "Sensor-less temperature and humidity estimation using transmission lines",

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.",

author = "Santhosh, {K. V.} and Sneha Nayak",

year = "2018",

month = mar,

day = "1",

doi = "10.1109/CSPC.2017.8305888",

language = "English",

volume = "2018-January",

pages = "447--451",

booktitle = "Proceedings of IEEE International Conference on Signal Processing and Communication, ICSPC 2017",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

note = "2017 IEEE International Conference on Signal Processing and Communication, ICSPC 2017 ; Conference date: 28-07-2017 Through 29-07-2017",

}

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 proceeding › Conference contribution

TY - GEN

T1 - Sensor-less temperature and humidity estimation using transmission lines

AU - Santhosh, K. V.

AU - Nayak, Sneha

PY - 2018/3/1

Y1 - 2018/3/1

N2 - 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.

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.

UR - http://www.scopus.com/inward/record.url?scp=85046948059&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85046948059&partnerID=8YFLogxK

U2 - 10.1109/CSPC.2017.8305888

DO - 10.1109/CSPC.2017.8305888

M3 - Conference contribution

AN - SCOPUS:85046948059

VL - 2018-January

SP - 447

EP - 451

BT - Proceedings of IEEE International Conference on Signal Processing and Communication, ICSPC 2017

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2017 IEEE International Conference on Signal Processing and Communication, ICSPC 2017

Y2 - 28 July 2017 through 29 July 2017

ER -

Sensor-less temperature and humidity estimation using transmission lines

Abstract

Conference

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this