scispace - formally typeset
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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Posted Content

Save Our Spectrum: Contact-Free Human Sensing Using Single Carrier Radio

TL;DR: This paper presents a device-free human sensing system based on received signal strength (RSS) measurements from a low-cost single carrier narrowband radio transceiver and indicates that RF sensing based on single-carrier magnitude measurements performs nearly as well as the state-of-the-art while utilizing three orders of magnitude less bandwidth.
Posted Content

CentiTrack: Towards Centimeter-Level Passive Gesture Tracking with Commodity WiFi.

TL;DR: CentiTrack is proposed, the first centimeter-level passive gesture tracking system that works with only three commodityWiFi devices, without any extra hardware modifications or wearable sensors, and a novel static componnets elimination algorithm for tracking correction by eliminating the components unrelated to motion.
Book ChapterDOI

Individual Behavior Recognition

TL;DR: This chapter presents some of the recent research advances on individual behavior sensing and recognition by leveraging GPS trajectories and discusses how to recognize human behaviors by using smartphones.
Proceedings ArticleDOI

On Application of the Correlation Vectors Subspace Method for 2-Dimensional Angle-Delay Estimation in Multipath OFDM Channels

TL;DR: Simulation results show that the root mean square error for different number of snapshots and for low signal-to-noise ratio is reduced over the case where parameter estimation is performed without the correlation vectors subspace technique.
Journal ArticleDOI

FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning

TL;DR: A few-shot learning-based WiFi sensing system, named FewSense, which can recognise novel classes in unseen domains with only few samples and can further boost the classification accuracy by collaboratively fusing inference from multiple receivers.
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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