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2022 | OriginalPaper | Chapter

5. Case Studies

Authors : Jiannong Cao, Yanni Yang

Published in: Wireless Sensing

Publisher: Springer International Publishing

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Abstract

In this chapter, we showcase several case studies in applying wireless sensing to critical sensing applications and present our solutions to tackle the key challenges involved in these application scenarios, including human respiration monitoring, human and object indoor localization, and liquid fraud detection.

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Footnotes
1
In our implementation of STFT, the length of the segment is set to 512 sampling points, and the size of FFT is 2048 after zero-padding.
 
2
The acoustic resonance phenomenon will rarely happen for our case since the resonant frequencies of liquids are around gigahertz-level, while the sound we transmit is in the 18–20 KHz frequency band.
 
3
“etha” and “isop” in Fig. 5.72b, c are the abbreviations of the ethanol and isopropanol, respectively. (r) refers to the random mixture.
 
4
We find our method does not work when the honey experiences crystallization because the honey components change in this process.
 
Literature
1.
go back to reference Adib F et al (2015) Smart homes that monitor breathing and heart rate. In: Proceedings of the 33rd annual ACM conference on human factors in computing systems, pp 837–846 Adib F et al (2015) Smart homes that monitor breathing and heart rate. In: Proceedings of the 33rd annual ACM conference on human factors in computing systems, pp 837–846
2.
go back to reference Ali Tayaranian Hosseini SM, Amindavar H (2017) UWB radar signal processing in measurement of heartbeat features. In: IEEE international conference on acoustics, speech and signal processing, pp 1004–1007 Ali Tayaranian Hosseini SM, Amindavar H (2017) UWB radar signal processing in measurement of heartbeat features. In: IEEE international conference on acoustics, speech and signal processing, pp 1004–1007
4.
go back to reference Bechbache RR, Duffin J (1977) The entrainment of breathing frequency by exercise rhythm. J Physiol 272(3):553–561CrossRef Bechbache RR, Duffin J (1977) The entrainment of breathing frequency by exercise rhythm. J Physiol 272(3):553–561CrossRef
5.
go back to reference Benchetrit G (2000) Breathing pattern in humans: diversity and individuality. Respir. Physiol. 122(2–3):123–129CrossRef Benchetrit G (2000) Breathing pattern in humans: diversity and individuality. Respir. Physiol. 122(2–3):123–129CrossRef
6.
go back to reference Bernasconi P, Kohi J (1993) Analysis of co-ordination between breathing and exercise rhythms in man. J Physiol 471(1):693–706CrossRef Bernasconi P, Kohi J (1993) Analysis of co-ordination between breathing and exercise rhythms in man. J Physiol 471(1):693–706CrossRef
7.
go back to reference Bramble DM, Carrier DR (1983) Running and breathing in mammals. Science 219(4582):251–256CrossRef Bramble DM, Carrier DR (1983) Running and breathing in mammals. Science 219(4582):251–256CrossRef
8.
go back to reference Bu Y et al (2020) RF-dial: rigid motion tracking and touch gesture detection for interaction via RFID tags. IEEE Trans Mobile Comput 21:1061–1080CrossRef Bu Y et al (2020) RF-dial: rigid motion tracking and touch gesture detection for interaction via RFID tags. IEEE Trans Mobile Comput 21:1061–1080CrossRef
9.
go back to reference Dhekne A et al (2018) Liquid: a wireless liquid identifier. In: Proceedings of the 16th annual international conference on mobile systems, applications, and services, pp 442–454 Dhekne A et al (2018) Liquid: a wireless liquid identifier. In: Proceedings of the 16th annual international conference on mobile systems, applications, and services, pp 442–454
10.
go back to reference Ding H et al (2015) Femo: a platform for free-weight exercise monitoring with RFIDs. In: Proceedings of the 13th ACM conference on embedded networked sensor systems, pp 141–154 Ding H et al (2015) Femo: a platform for free-weight exercise monitoring with RFIDs. In: Proceedings of the 13th ACM conference on embedded networked sensor systems, pp 141–154
11.
go back to reference Ha U et al (2020) Food and liquid sensing in practical environments using RFIDs. In 17th USENIX symposium on networked systems design and implementation, pp 1083–1100 Ha U et al (2020) Food and liquid sensing in practical environments using RFIDs. In 17th USENIX symposium on networked systems design and implementation, pp 1083–1100
12.
go back to reference Hao T (2015) RunBuddy: a smartphone system for running rhythm monitoring. In: Proceedings of the ACM international joint conference on pervasive and ubiquitous computing, pp 133–144 Hao T (2015) RunBuddy: a smartphone system for running rhythm monitoring. In: Proceedings of the ACM international joint conference on pervasive and ubiquitous computing, pp 133–144
13.
go back to reference Jha SN et al (2016) Detection of adulterants and contaminants in liquid foodsa review. Crit Rev Food Sci Nutrition 56(10):1662–1684CrossRef Jha SN et al (2016) Detection of adulterants and contaminants in liquid foodsa review. Crit Rev Food Sci Nutrition 56(10):1662–1684CrossRef
14.
go back to reference Ji T, Pachi A (2005) Frequency and velocity of people walking. Struct Eng 84(3):36–40 Ji T, Pachi A (2005) Frequency and velocity of people walking. Struct Eng 84(3):36–40
15.
go back to reference Lee H et al (2015) Chirp signal-based aerial acoustic communication for smart devices. In: IEEE conference on computer communications, pp 2407–2415 Lee H et al (2015) Chirp signal-based aerial acoustic communication for smart devices. In: IEEE conference on computer communications, pp 2407–2415
16.
go back to reference Liu X et al (2014) Wi-sleep: contactless sleep monitoring via wifi signals. In IEEE real-time systems symposium, pp 346–355 Liu X et al (2014) Wi-sleep: contactless sleep monitoring via wifi signals. In IEEE real-time systems symposium, pp 346–355
17.
go back to reference Liu J et al (2015) Tracking vital signs during sleep leveraging off-the-shelf wifi. In: Proceedings of the 16th ACM international symposium on mobile Ad Hoc networking and computing, pp 267–276 Liu J et al (2015) Tracking vital signs during sleep leveraging off-the-shelf wifi. In: Proceedings of the 16th ACM international symposium on mobile Ad Hoc networking and computing, pp 267–276
19.
go back to reference McDermott WJ et al (2003) Running training and adaptive strategies of locomotor-respiratory coordination. Eur J Appl Physiol 89(5):435–444CrossRef McDermott WJ et al (2003) Running training and adaptive strategies of locomotor-respiratory coordination. Eur J Appl Physiol 89(5):435–444CrossRef
20.
go back to reference Morse PM et al (1940) Acoustic impedance and sound absorption. J Acoust Soc Am 12(2):217–227CrossRef Morse PM et al (1940) Acoustic impedance and sound absorption. J Acoust Soc Am 12(2):217–227CrossRef
21.
go back to reference Nikitin PV et al (2010) Phase based spatial identification of UHF RFID tags. In: IEEE international conference on RFID, pp 102–109 Nikitin PV et al (2010) Phase based spatial identification of UHF RFID tags. In: IEEE international conference on RFID, pp 102–109
22.
go back to reference Oppenheim AV et al (1989) Sampling of continuous-time signals. Discrete-time signal processing, vol 879. Prentice Hall, Hoboken Oppenheim AV et al (1989) Sampling of continuous-time signals. Discrete-time signal processing, vol 879. Prentice Hall, Hoboken
23.
go back to reference Persegol L et al (1991) Evidence for the entrainment of breathing by locomotor pattern in human. J Physiol 85(1):38–43 Persegol L et al (1991) Evidence for the entrainment of breathing by locomotor pattern in human. J Physiol 85(1):38–43
24.
go back to reference Piechowicz J (2011) Sound wave diffraction at the edge of a sound barrier. Acta Physica Polonica, A. 119, pp 1040–1045CrossRef Piechowicz J (2011) Sound wave diffraction at the edge of a sound barrier. Acta Physica Polonica, A. 119, pp 1040–1045CrossRef
25.
go back to reference Recinto C et al (2017) Effects of nasal or oral breathing on anaerobic power output and metabolic responses. Int J Exercise Sci 10(4):506 Recinto C et al (2017) Effects of nasal or oral breathing on anaerobic power output and metabolic responses. Int J Exercise Sci 10(4):506
26.
go back to reference Richard GL (2004) Understanding digital signal processing, 3/E. Pearson Education India, Chennai Richard GL (2004) Understanding digital signal processing, 3/E. Pearson Education India, Chennai
27.
go back to reference Rosen S, Howell P (2011) Signals and systems for speech and hearing, vol 29. Emerald, Bingley Rosen S, Howell P (2011) Signals and systems for speech and hearing, vol 29. Emerald, Bingley
28.
go back to reference Scholkmann F et al (2012) An efficient algorithm for automatic peak detection in noisy periodic and quasi-periodic signals. Algorithms 5(4):588–603CrossRef Scholkmann F et al (2012) An efficient algorithm for automatic peak detection in noisy periodic and quasi-periodic signals. Algorithms 5(4):588–603CrossRef
29.
go back to reference Scott Kelso JA (1995) Dynamic patterns: the self-organization of brain and behavior. Lecture notes in complex systems. MIT Press, Cambridge Scott Kelso JA (1995) Dynamic patterns: the self-organization of brain and behavior. Lecture notes in complex systems. MIT Press, Cambridge
30.
go back to reference Shafiq G, Veluvolu KC (2014) Surface chest motion decomposition for cardiovascular monitoring. Sci Rep 4(1):1–9 Shafiq G, Veluvolu KC (2014) Surface chest motion decomposition for cardiovascular monitoring. Sci Rep 4(1):1–9
31.
go back to reference Wang Y, Zheng Y (2018) Modeling RFID signal reflection for contact-free activity recognition. Proc ACM Interact Mobile Wearable Ubiq Technol 2(4):1–22 Wang Y, Zheng Y (2018) Modeling RFID signal reflection for contact-free activity recognition. Proc ACM Interact Mobile Wearable Ubiq Technol 2(4):1–22
32.
go back to reference Wang Y, Zheng Y (2019) TagBreathe: monitor breathing with commodity RFID systems. IEEE Trans Mobile Comput 19(4):969–981CrossRef Wang Y, Zheng Y (2019) TagBreathe: monitor breathing with commodity RFID systems. IEEE Trans Mobile Comput 19(4):969–981CrossRef
33.
go back to reference Wang H et al (2016) Human respiration detection with commodity wifi devices: do user location and body orientation matter? In: Proceedings of the 2016 ACM international joint conference on pervasive and ubiquitous computing, pp 25–36 Wang H et al (2016) Human respiration detection with commodity wifi devices: do user location and body orientation matter? In: Proceedings of the 2016 ACM international joint conference on pervasive and ubiquitous computing, pp 25–36
34.
go back to reference Wang X et al (2017) PhaseBeat: exploiting CSI phase data for vital sign monitoring with commodity WiFi devices. In: IEEE 37th international conference on distributed computing systems, pp 1230–1239 Wang X et al (2017) PhaseBeat: exploiting CSI phase data for vital sign monitoring with commodity WiFi devices. In: IEEE 37th international conference on distributed computing systems, pp 1230–1239
35.
go back to reference Wang X et al (2017) TensorBeat: tensor decomposition for monitoring multiperson breathing beats with commodity WiFi. ACM Trans Intell Syst Technol 9(1):1–27CrossRef Wang X et al (2017) TensorBeat: tensor decomposition for monitoring multiperson breathing beats with commodity WiFi. ACM Trans Intell Syst Technol 9(1):1–27CrossRef
36.
go back to reference Xie Y et al (2018) Precise power delay profiling with commodity Wi-Fi. IEEE Trans Mobile Comput 18(6):1342–1355CrossRef Xie Y et al (2018) Precise power delay profiling with commodity Wi-Fi. IEEE Trans Mobile Comput 18(6):1342–1355CrossRef
37.
go back to reference Xie B et al (2019) Tagtag: material sensing with commodity RFID. In: Proceedings of the 17th conference on embedded networked sensor systems, pp 338–350 Xie B et al (2019) Tagtag: material sensing with commodity RFID. In: Proceedings of the 17th conference on embedded networked sensor systems, pp 338–350
38.
go back to reference Yang C et al (2014) AutoTag: recurrent variational autoencoder for unsupervised apnea detection with RFID tags. In: IEEE global communications conference, pp 1–7 Yang C et al (2014) AutoTag: recurrent variational autoencoder for unsupervised apnea detection with RFID tags. In: IEEE global communications conference, pp 1–7
39.
go back to reference Yang L et al (2014) Tagoram: real-time tracking of mobile RFID tags to high precision using COTS devices. In: Proceedings of the 20th annual international conference on Mobile computing and networking, pp 237–248 Yang L et al (2014) Tagoram: real-time tracking of mobile RFID tags to high precision using COTS devices. In: Proceedings of the 20th annual international conference on Mobile computing and networking, pp 237–248
40.
go back to reference Zhang L et al (2018) Wi-run: multi-runner step estimation using commodity Wi-Fi. In: 15th annual IEEE international conference on sensing, communication, and networking, pp 1–9 Zhang L et al (2018) Wi-run: multi-runner step estimation using commodity Wi-Fi. In: 15th annual IEEE international conference on sensing, communication, and networking, pp 1–9
41.
go back to reference Zhao R et al. (2018) CRH: a contactless respiration and heartbeat monitoring system with COTS RFID tags. In: 15th annual IEEE international conference on sensing, communication, and networking, pp 1–9 Zhao R et al. (2018) CRH: a contactless respiration and heartbeat monitoring system with COTS RFID tags. In: 15th annual IEEE international conference on sensing, communication, and networking, pp 1–9
42.
go back to reference Zhu J et al (2014) RSSI based bluetooth low energy indoor positioning. In: International conference on indoor positioning and indoor navigation, pp 526–533 Zhu J et al (2014) RSSI based bluetooth low energy indoor positioning. In: International conference on indoor positioning and indoor navigation, pp 526–533
Metadata
Title
Case Studies
Authors
Jiannong Cao
Yanni Yang
Copyright Year
2022
DOI
https://doi.org/10.1007/978-3-031-08345-7_5

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