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Journal ArticleDOI

Tool release: gathering 802.11n traces with channel state information

TLDR
The measurement setup comprises the customized versions of Intel's close-source firmware and open-source iwlwifi wireless driver, userspace tools to enable these measurements, access point functionality for controlling both ends of the link, and Matlab scripts for data analysis.
Abstract
We are pleased to announce the release of a tool that records detailed measurements of the wireless channel along with received 802.11 packet traces. It runs on a commodity 802.11n NIC, and records Channel State Information (CSI) based on the 802.11 standard. Unlike Receive Signal Strength Indicator (RSSI) values, which merely capture the total power received at the listener, the CSI contains information about the channel between sender and receiver at the level of individual data subcarriers, for each pair of transmit and receive antennas.Our toolkit uses the Intel WiFi Link 5300 wireless NIC with 3 antennas. It works on up-to-date Linux operating systems: in our testbed we use Ubuntu 10.04 LTS with the 2.6.36 kernel. The measurement setup comprises our customized versions of Intel's close-source firmware and open-source iwlwifi wireless driver, userspace tools to enable these measurements, access point functionality for controlling both ends of the link, and Matlab (or Octave) scripts for data analysis. We are releasing the binary of the modified firmware, and the source code to all the other components.

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Citations
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Proceedings ArticleDOI

Sensing-Fi: Wi-Fi CSI and accelerometer fusion system for fall detection

TL;DR: A novel Sensing-Fi system combining Wi-Fi Channel State Information coupled with ground-mounted accelerometer to detect floor vibration that overcomes the constraint by which only one user can be present in the room.
Journal ArticleDOI

Device-Free Indoor Activity Recognition System

TL;DR: The properties of the Channel State Information of WiFi signals are explored and a device-free indoor activity recognition system is presented that uses only one ubiquitous router access point and a laptop as a detection point, while the user is free and neither needs to wear sensors nor carry devices.
Journal ArticleDOI

HiQuadLoc: A RSS Fingerprinting Based Indoor Localization System for Quadrotors

TL;DR: This paper proposes a series of mechanisms including path estimation, path fitting, and location prediction to deal with the negative influence incurred by the high-speed flight, and develops a 4D RSS interpolation algorithm to reduce the site survey overhead.
Posted Content

MonoStream: A Minimal-Hardware High Accuracy Device-free WLAN Localization System

TL;DR: Experimental evaluation in two typical testbeds shows that MonoStream can achieve an accuracy of 0.95m with at least 26% enhancement in median distance error using a single stream only, highlighting the potential of MonoStream usage for real-time DF tracking applications.
Proceedings ArticleDOI

WiDrive: Adaptive WiFi-Based Recognition of Driver Activity for Real-Time and Safe Takeover

TL;DR: WiDrive, a real-time in-car driver activity recognition system based on Channel State Information (CSI) changes of WiFi signals, and an online adaptation algo-rithm to adapt for different drivers and vehicles is proposed.
References
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Proceedings ArticleDOI

Predictable 802.11 packet delivery from wireless channel measurements

TL;DR: It is shown that, for the first time, wireless packet delivery can be accurately predicted for commodity 802.11 NICs from only the channel measurements that they provide, and the rate prediction is as good as the best rate adaptation algorithms for 802.
Journal ArticleDOI

ACM SIGCOMM computer communication review

TL;DR: The Internet is going mobile and wireless, perhaps quite soon, with a number of diverse technologies leading the charge, including, 3G cellular networks based on CDMA technology, a wide variety of what is deemed 2.5G cellular technologies (e.g., EDGE, GPRS and HDR), and IEEE 802.11 wireless local area networks (WLANs).
Journal ArticleDOI

802.11 with multiple antennas for dummies

TL;DR: This tutorial provides a brief introduction to multiple antenna techniques, and describes the two main classes of those techniques, spatial diversity and spatial multiplexing.
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