Indoor target tracking using high doppler resolution passive Wi-Fi radar

Qingchao Chen; Bo Tan; Karl Woodbridge; Kevin Chetty

doi:10.1109/ICASSP.2015.7179036

Indoor target tracking using high doppler resolution passive Wi-Fi radar

Qingchao Chen
, Bo Tan
, Karl Woodbridge
, Kevin Chetty

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

29 Sitaatiot (Scopus)

Abstrakti

This paper describes two Doppler only indoor passive Wi-Fi tracking methods based on high Doppler resolution passive radar. Two filters are investigated in this paper, the extended Kalman filter and the sequential importance resampling (SIR) particle filter. Experimental results for these two tracking filters are presented using results from software defined passive Wi-Fi radar using a standard 802.11 access point as an illuminator. The experimental results show that the SIR particle filter performs well using Wi-Fi signals for indoor tracking with a high degree of accuracy. Proposals for simplifying the SIR particle and application to multiple target tracking are also discussed.

Alkuperäiskieli	Englanti
Otsikko	2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Julkaisupaikka	South Brisbane, QLD, Australia, Australia
Kustantaja	IEEE
ISBN (elektroninen)	978-1-4673-6997-8
DOI - pysyväislinkit	https://doi.org/10.1109/ICASSP.2015.7179036
Tila	Julkaistu - 19 huhtik. 2015
Julkaistu ulkoisesti	Kyllä
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Austraalia Kesto: 19 huhtik. 2015 → 24 huhtik. 2015

Conference

Conference	IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Maa/Alue	Austraalia
Kaupunki	South Brisbane
Ajanjakso	19/04/15 → 24/04/15

Pääsy asiakirjaan

10.1109/ICASSP.2015.7179036

Siteeraa tätä

@inproceedings{0f35e1b778694ba4aef2a78c1276e857,

title = "Indoor target tracking using high doppler resolution passive Wi-Fi radar",

abstract = "This paper describes two Doppler only indoor passive Wi-Fi tracking methods based on high Doppler resolution passive radar. Two filters are investigated in this paper, the extended Kalman filter and the sequential importance resampling (SIR) particle filter. Experimental results for these two tracking filters are presented using results from software defined passive Wi-Fi radar using a standard 802.11 access point as an illuminator. The experimental results show that the SIR particle filter performs well using Wi-Fi signals for indoor tracking with a high degree of accuracy. Proposals for simplifying the SIR particle and application to multiple target tracking are also discussed.",

author = "Qingchao Chen and Bo Tan and Karl Woodbridge and Kevin Chetty",

year = "2015",

month = apr,

day = "19",

doi = "10.1109/ICASSP.2015.7179036",

language = "English",

booktitle = "2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)",

publisher = "IEEE",

address = "United States",

note = "IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ; Conference date: 19-04-2015 Through 24-04-2015",

}

Chen, Q, Tan, B, Woodbridge, K & Chetty, K 2015, Indoor target tracking using high doppler resolution passive Wi-Fi radar. julkaisussa 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, South Brisbane, QLD, Australia, Australia, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), South Brisbane, Austraalia, 19/04/15. https://doi.org/10.1109/ICASSP.2015.7179036

TY - GEN

T1 - Indoor target tracking using high doppler resolution passive Wi-Fi radar

AU - Chen, Qingchao

AU - Tan, Bo

AU - Woodbridge, Karl

AU - Chetty, Kevin

PY - 2015/4/19

Y1 - 2015/4/19

N2 - This paper describes two Doppler only indoor passive Wi-Fi tracking methods based on high Doppler resolution passive radar. Two filters are investigated in this paper, the extended Kalman filter and the sequential importance resampling (SIR) particle filter. Experimental results for these two tracking filters are presented using results from software defined passive Wi-Fi radar using a standard 802.11 access point as an illuminator. The experimental results show that the SIR particle filter performs well using Wi-Fi signals for indoor tracking with a high degree of accuracy. Proposals for simplifying the SIR particle and application to multiple target tracking are also discussed.

AB - This paper describes two Doppler only indoor passive Wi-Fi tracking methods based on high Doppler resolution passive radar. Two filters are investigated in this paper, the extended Kalman filter and the sequential importance resampling (SIR) particle filter. Experimental results for these two tracking filters are presented using results from software defined passive Wi-Fi radar using a standard 802.11 access point as an illuminator. The experimental results show that the SIR particle filter performs well using Wi-Fi signals for indoor tracking with a high degree of accuracy. Proposals for simplifying the SIR particle and application to multiple target tracking are also discussed.

U2 - 10.1109/ICASSP.2015.7179036

DO - 10.1109/ICASSP.2015.7179036

M3 - Conference contribution

BT - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

PB - IEEE

CY - South Brisbane, QLD, Australia, Australia

T2 - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Y2 - 19 April 2015 through 24 April 2015

ER -

Indoor target tracking using high doppler resolution passive Wi-Fi radar

Abstrakti

Conference

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