Magnetic Induction based Non-Conventional Media Communications: A Review

Sharma, Ashish Kumar; Yadav, Sarita; Dandu, Sandeep N.; Kumar, Vinay; Sengupta, Joydeep; Dhok, Sanjay B.; Kumar, Sudhir

doi:10.1109/jsen.2016.2640190

Cited by 43 publications

(26 citation statements)

References 62 publications

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“…This system can be up to six times more efficient in terms of battery power compared to other short-range communication systems (e.g., Bluetooth) 47 . This characteristic enables a large variety of novel and demanding applications in harsh environments such as underwater monitoring of scuba divers 39,49,50 .…”

Section: Resultsmentioning

confidence: 99%

Human activity recognition using magnetic induction-based motion signals and deep recurrent neural networks

Golestani

Moghaddam

2020

Nat Commun

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Recognizing human physical activities using wireless sensor networks has attracted significant research interest due to its broad range of applications, such as healthcare, rehabilitation, athletics, and senior monitoring. There are critical challenges inherent in designing a sensor-based activity recognition system operating in and around a lossy medium such as the human body to gain a trade-off among power consumption, cost, computational complexity, and accuracy. We introduce an innovative wireless system based on magnetic induction for human activity recognition to tackle these challenges and constraints. The magnetic induction system is integrated with machine learning techniques to detect a wide range of human motions. This approach is successfully evaluated using synthesized datasets, laboratory measurements, and deep recurrent neural networks.

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Section: Resultsmentioning

confidence: 99%

Human activity recognition using magnetic induction-based motion signals and deep recurrent neural networks

Golestani

Moghaddam

2020

Nat Commun

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“…To address the challenges in EM based underground communication, MI techniques were introduced in literatures. [8]- [15] showed that the MI based communication can be the reliable solution for underground environments since magnetic permeability of soil is similar to that of air. Since MI technique supports only short range of communication, there have been proposals to increase the communication range.…”

Section: Related Workmentioning

confidence: 99%

“…In other words, the MI based communication is non-propagating and thus does not produce multi-path fading. Based on such inherent advantages, many ideas and designs for WUSNs using MI technique have been proposed and analyzed [7][8][9][10][11][12][13][14][15]. Out of these approaches, however, most have been either theoretical analysis or simulation under ideal assumptions.…”

Section: Introductionmentioning

confidence: 99%

Design and Implementation of Magnetic Induction based Wireless Underground Communication System Supporting Distance Measurement

2019

KSII TIIS

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In this paper, we present our proposed magnetic induction based wireless communication system. The proposed system is designed to perform communication as well as distance measurement in underground environments. In order to improve the communication quality, we propose and implement the adaptive channel compensation technique. Based on the fact that the channel may be fast time-varying, we keep track of the channel status each time the data is received and accordingly compensate the channel coefficient for any change in the channel status. By using the proposed compensation technique, the developed platform can reliably communicate over distances of 10m while the packet error rate is being maintained under 5%. We also implement the distance measurement block that is useful for various applications that should promptly estimate the location of nearby nodes in communication. The distance between two nodes in communication is estimated by generating a table describing pairs of the magnetic signal strength and the corresponding distance. The experiment result shows that the platform can estimate the distance of a node located within 10m range with the measurement error less than 50cm.

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“…In this way, acoustic signals are significantly utilized in underwater communication. In any case, underwater acoustic waves are likewise restricted by multipath propagation, Doppler Effect, and low data rates [3], [4].…”

Section: Major Means Of Communicationmentioning

confidence: 99%

A technical survey on underwater communication

Afaque

Vishal

Ramesh

2018

IJET

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The world's pace has elevated technology to a higher pinnacle in the field of communication, yet the research in underwater communication is progressing in a slow traverse due to its compound barriers. Underwater communication is one of the unique and challenging fields in communication engineering in the case of both designing and communication. It is limited by several factors like the multipath channel and frequency which is limiting the application of underwater communication. An appropriate choice of modulation will enable the device to give better data rates. As every communication needs higher data rates, appropriate devices must be coupled with multiple access methods to make it efficient and reliable. The paper is a plot of the data surveyed on underwater communication which combines of major challenges associated with underwater applications and the approaches to mitigate some of these challenges is data.

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Magnetic Induction based Non-Conventional Media Communications: A Review

Cited by 43 publications

References 62 publications

Human activity recognition using magnetic induction-based motion signals and deep recurrent neural networks

Human activity recognition using magnetic induction-based motion signals and deep recurrent neural networks

Design and Implementation of Magnetic Induction based Wireless Underground Communication System Supporting Distance Measurement

A technical survey on underwater communication

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