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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Citations
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Journal ArticleDOI

Unobtrusive and robust human identification using COTS RFID

TL;DR: RFree-ID is the first unobtrusive RFID-based human identification system irrespective of walking cofactors, and is implemented on COTS RFID devices, and extensive experimental evaluation under various conditions validates the high reliability and robustness of the system.
Proceedings ArticleDOI

Exploiting Multiple Receivers for CSI-Based Activity Classification Using A Hybrid CNN-LSTM Model

TL;DR: The proposed hybrid CNN-LSTM model offers over 95% accuracy for classifying the key activities in daily living (ADLs) and shows consistent performance in two different housing environments.
Journal ArticleDOI

Simultaneous Bi-Directional Communications and Data Forwarding Using a Single ZigBee Data Stream

TL;DR: In this paper, a cross-layer design for IoT communication and data forwarding that can more efficiently utilize the ever increasingly crowded 24 GHz spectrum near the gateway is presented, where the authors leverage WiFi's fine-grained channel state information to extract the concurrently transmitted ZigBee-to-WiFi message from time overlapped ZigBee and WiFi packet.
Journal ArticleDOI

Privacy-Preserving Cross-Environment Human Activity Recognition

TL;DR: Wang et al. as mentioned in this paper presented a practical method for the WiFi-based privacy-preserving cross-environment human activity recognition (HAR), which collects and shares information from different environments, while maintaining the privacy of individual person being involved.
Journal ArticleDOI

Accurate Human Gesture Sensing With Coarse-Grained RF Signatures

TL;DR: Performance evaluations show that the average gesture sensing accuracy of rRuler-HMM can achieve 95.71% in NLoS scenario and 97.14% in LoS scenario, respectively, which is similar to the performance that fine-grained RF signatures based approaches could achieve.
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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