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Phaser: enabling phased array signal processing on commodity WiFi access points

Published: 07 September 2014 Publication History

Abstract

Signal processing on antenna arrays has received much recent attention in the mobile and wireless networking research communities, with array signal processing approaches addressing the problems of human movement detection, indoor mobile device localization, and wireless network security. However, there are two important challenges inherent in the design of these systems that must be overcome if they are to be of practical use on commodity hardware. First, phase differences between the radio oscillators behind each antenna can make readings unusable, and so must be corrected in order for most techniques to yield high-fidelity results. Second, while the number of antennas on commodity access points is usually limited, most array processing increases in fidelity with more antennas. These issues work in synergistic opposition to array processing: without phase offset correction, no phase-difference array processing is possible, and with fewer antennas, automatic correction of these phase offsets becomes even more challenging. We present Phaser, a system that solves these intertwined problems to make phased array signal processing truly practical on the many WiFi access points deployed in the real world. Our experimental results on three- and five-antenna 802.11-based hardware show that 802.11 NICs can be calibrated and synchronized to a 20° median phase error, enabling inexpensive deployment of numerous phase-difference based spectral analysis techniques previously only available on costly, special-purpose hardware.

References

[1]
H. Abdel-Nasser, R. Samir, I. Sabek, and M. Youssef. MonoStream: A minimal-hardware high accuracy device-free WLAN localization system. In WCNC, 2013.
[2]
F. Adib and D. Katabi. See through walls with WiFi! In SIGCOMM, 2013.
[3]
P. Bahl and V. Padmanabhan. RADAR: An in-building RF-based user location and tracking system. In INFOCOMM, 2000.
[4]
P. Bahl, V. Padmanabhan, and A. Balachandran. Enhancements to the RADAR user location and tracking system. Technical Report MSR-TR-2000-12, 2000.
[5]
K. Chetty, G. Smith, and K. Woodbridge. Through-the-wall sensing of personnel using passive bistatic radar at standoff distances. IEEE Trans. on Geo. and Remote Sensing, 50(4):1218--26.
[6]
K. Chintalapudi, A. Iyer, and V. Padmanabhan. Indoor localization without the pain. In MobiCom, 2010.
[7]
A. Eleryan, M. Elsabagh, and M. Youssef. AROMA: Automatic generation of radio maps for localization systems. In WINTECH, 2011.
[8]
Y. Gao, J. Niu, R. Zhou, and G. Xing. ZiFind: Exploiting cross-technology interference signatures for energy-efficient indoor localization. In INFOCOM, 2013.
[9]
M. García and C. Oberli. Intercarrier interference in OFDM: A general model for transmissions in mobile environments with imperfect synchronization. EURASIP Journal on Wireless Communications and Networking, June 2009.
[10]
D. Halperin, W. Hu, A. Sheth, and D. Wetherall. Tool release: Gathering 802.11n traces with channel state information. SIGCOMM CCR, 41(1), 2011.
[11]
R. Harle and A. Hopper. Deploying and evaluating a location-aware system. In MobiSys, 2005.
[12]
D. Inserra and A. Tonello. A frequency-domain los angle-of-arrival estimation approach in multipath channels. Vehicular Technology, IEEE Transactions on, 62(6):2812--2818, July 2013.
[13]
T. Laakso, V. Valimaki, M. Karjalainen, and U. Laine. Splitting the unit delay. IEEE Sig. Proc. Mag., 13(1):30--60, 1996.
[14]
D. Niculescu and B. Nath. VOR base stations for indoor 802.11 positioning. In ACM MobiCom, 2004.
[15]
J. Park, B. Charrow, D. Curtis, J. Battat, E. Minkov, J. Hicks, S. Teller, and J. Ledlie. Growing an organic indoor location system. In MobiSys, 2010.
[16]
N. Priyantha, A. Chakraborty, and H. Balakrishnan. The Cricket location-support system. In MobiCom, 2000.
[17]
Q. Pu, S. Gupta, S. Gollakota, and S. Patel. Whole-home gesture recognition using wireless signals. In MobiCom, 2013.
[18]
A. Rai, K. Chintalapudi, V. Padmanabhan, and R. Sen. Zee: Zero-effort crowdsourcing for indoor localization. In MobiCom, 2012.
[19]
A. Saeed, A. Kosba, and M. Youssef. Ichnaea: A low-overhead robust WLAN device-free passive localization system. IEEE J. on Sel. Topics in Sig. Proc., 8(1), 2014.
[20]
R. Schmidt. Multiple emitter location and signal parameter estimation. IEEE Trans. on Antennas and Propagation, ap-34(3):276--80, 1986.
[21]
S. Sen, R. Choudhury, and S. Nelakuditi. SpinLoc: Spin once to know your location. In HotMobile, 2012.
[22]
S. Sen, J. Lee, K. Kim, and P. Congdon. Avoiding multipath to revive inbuilding WiFi localization. In MobiSys, 2013.
[23]
S. Sen, B. Radunovic, R. Choudhury, and T. Minka. Spot localization using PHY layer information. In MobiSys, 2012.
[24]
C. Shepard, H. Yu, N. Anand, L. Li, T. Marzetta, R. Yang, and L. Zhong. Argos: Practical many-antenna base stations. In MobiCom, 2012.
[25]
J. K. Tan. An adaptive orthogonal frequency division multiplexing baseband modem for wideband wireless channels. Master's thesis, Massachusetts Institute of Technology, June 2006. pp. 43--47.
[26]
H. Wang, S. Sen, A. Elgohary, M. Farid, M. Youssef, and R. Choudhury. No need to war drive: Unsupervised indoor localization. In MobiSys, 2012.
[27]
J. Wang and D. Katabi. Dude, where's my card? RFID positioning that works with multipath and non-line of sight. In SIGCOMM, 2013.
[28]
R. Want, A. Hopper, V. Falcao, and J. Gibbons. The active badge location system. ACM Trans. on Information Systems, 10(1):91--102, Jan. 1992.
[29]
A. Ward, A. Jones, and A. Hopper. A new location technique for the active office. IEEE Personal Communications, 4(5):42--47, Oct. 1997.
[30]
J. Xiong and K. Jamieson. ArrayTrack: A fine-grained indoor location system. In NSDI, 2013.
[31]
J. Xiong and K. Jamieson. Securearray: improving wifi security with fine-grained physical-layer information. In MobiCom, 2013.
[32]
Y. Yang, B. Chen, K. Srinivasan, and N. Shroff. Characterizing the achievable throughput in wireless networks with two active rf chains. In INFOCOM, 2014.
[33]
Z. Yang, C. Wu, and Y. Liu. Locating in fingerprint space: Wireless indoor localization with little human intervention. In MobiCom, 2012.
[34]
M. Youssef and A. Agrawala. Small-scale compensation for WLAN location determination systems. In WCNC, 2003.
[35]
M. Youssef and A. Agrawala. The Horus WLAN location determination system. In MobiSys, 2005.

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    cover image ACM Conferences
    MobiCom '14: Proceedings of the 20th annual international conference on Mobile computing and networking
    September 2014
    650 pages
    ISBN:9781450327831
    DOI:10.1145/2639108
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    Publication History

    Published: 07 September 2014

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    Author Tags

    1. angle-of-arrival
    2. location tracking
    3. nics synchronization
    4. phase calibration
    5. phased-array
    6. signal processing

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    MobiCom '14 Paper Acceptance Rate 36 of 220 submissions, 16%;
    Overall Acceptance Rate 440 of 2,972 submissions, 15%

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    • (2024)WiVelo: Fine-grained Wi-Fi Walking Velocity EstimationACM Transactions on Sensor Networks10.1145/366419620:4(1-21)Online publication date: 8-Jul-2024
    • (2024)Wireless Sensing Using Off-the-Shelf WiFi 6E Card2024 International Conference on Ubiquitous Communication (Ucom)10.1109/Ucom62433.2024.10695922(187-191)Online publication date: 5-Jul-2024
    • (2024)SPRING+: Smartphone Positioning From a Single WiFi Access PointIEEE Transactions on Mobile Computing10.1109/TMC.2024.336724123:10(9549-9566)Online publication date: Oct-2024
    • (2024)WiFiLeaks: Exposing Stationary Human Presence Through a Wall With Commodity Mobile DevicesIEEE Transactions on Mobile Computing10.1109/TMC.2023.332834923:6(6997-7011)Online publication date: Jun-2024
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