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Harnessing Frequency Diversity in Wi-Fi Networks
"... Wirelessmulticarriercommunicationsystemstransmitdatabyspreadingitovermultiple subcarriersand arewidelyusedtoday owingto their robustness to multipath fading, high spectrum efficiency, and ease of implementation. In this paper, we use real measurements to show that there is significant frequency dive ..."
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Wirelessmulticarriercommunicationsystemstransmitdatabyspreadingitovermultiple subcarriersand arewidelyusedtoday owingto their robustness to multipath fading, high spectrum efficiency, and ease of implementation. In this paper, we use real measurements to show that there is significant frequency diversity in Wi-Fi channels, and propose a series of techniques to explicitly harness such frequency diversity. In particular, we leverage the Channel State Information (CSI), which captures the SNR on each subcarrier to (i) map symbols to subcarriers according to their importance, (ii) effectively recover partially corrupted FEC groups and facilitate FEC decoding, and (iii) develop MAC-layer FEC to offer different degrees of protection to the symbols according to their importance and error rates at the PHY layer. We further develop a rate adaptation approach that works together with these optimization schemes. Our trace-driven simulation and testbed experiments on USRPclearlydemonstrate the effectiveness of our approaches. Categories andSubject Descriptors
Blink: A high throughput link layer for backscatter communication
- In MobiSys
, 2012
"... Backscatter communication offers an ultra-low power alternative to active radios in urban sensing deployments — communication is powered by a reader, thereby making it virtually “free”. While backscatter communication has largely been used for extremely small amounts of data transfer (e.g. a 12 byte ..."
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Backscatter communication offers an ultra-low power alternative to active radios in urban sensing deployments — communication is powered by a reader, thereby making it virtually “free”. While backscatter communication has largely been used for extremely small amounts of data transfer (e.g. a 12 byte EPC identifier from an RFID tag), sensors need to use backscatter for continuous and high-volume sensor data transfer. To address this need, we describe a novel link layer that exploits unique characteristics of backscatter communication to optimize throughput. Our system offers several optimizations including 1) understanding of multi-path self-interference characteristics and link metrics that capture these characteristics, 2) design of novel mobility-aware probing techniques that use backscatter link signatures to determine when to probe the channel, 3) bitrate selection algorithms that use link metrics to determine the optimal bitrate, and 4) channel selection mechanism that optimize throughput while remaining compliant within FCC regulations. Our results show upto 3 × increase in goodput over other mechanisms across a wide range of channel conditions, scales, and mobility scenarios.
Strider: Automatic Rate Adaptation and Collision Handling
"... This paper presents the design, implementation and evaluation of Strider, a system that automatically achieves almost the optimal rate adaptation without incurring any overhead. The key component in Strider is a novel code that has two important properties: it is rateless and collision-resilient. Fi ..."
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This paper presents the design, implementation and evaluation of Strider, a system that automatically achieves almost the optimal rate adaptation without incurring any overhead. The key component in Strider is a novel code that has two important properties: it is rateless and collision-resilient. First, in time-varying wireless channels, Strider’s rateless code allows a sender to effectively achieve almost the optimal bitrate, without knowing how the channel state varies. Second, Strider’s collision-resilient code allows a receiver to decode both packets from collisions, and achieves the same throughput as the collision-free scheduler. We show via theoretical analysis that Strider achieves Shannon capacity for Gaussian channels, and our empirical evaluation shows that Strider outperforms SoftRate, a state of the art rate adaptation technique by 70 % in mobile scenarios and by upto 2.8 × in contention scenarios.
Papyrus: A Software Platform for Distributed Dynamic Spectrum Sharing Using SDRs
"... Proliferation and innovation of wireless technologies require significant amounts of radio spectrum. Recent policy reforms by the FCC are paving the way by freeing up spectrum for a new generation of frequency-agile wireless devices based on software defined radios (SDRs). But despite recent advance ..."
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Proliferation and innovation of wireless technologies require significant amounts of radio spectrum. Recent policy reforms by the FCC are paving the way by freeing up spectrum for a new generation of frequency-agile wireless devices based on software defined radios (SDRs). But despite recent advances in SDR hardware, research on SDR MAC protocols or applications requires an experimental platform for managing physical access. We introduce Papyrus, a software platform for wireless researchers to develop and experiment dynamic spectrum systems using currently available SDR hardware. Papyrus provides two fundamental building blocks at the physical layer: flexible non-contiguous frequency access and simple and robust frequency detection. Papyrus allows researchers to deploy and experiment new MAC protocols and applications on USRP GNU Radio, and can also be ported to other SDR platforms. We demonstrate the use of Papyrus using Jello, a distributed MAC overlay for high-bandwidth media streaming applications and Ganache, a SDR layer for adaptable guardband configuration. Full implementations of Papyrus and Jello are publicly available.
Are All Bits Equal? – Experimental Study of IEEE 802.11 Communication Bit Errors
"... techniques such as acknowledgement, retransmission and transmission rate adaptation are frame-level mechanisms designed for combating transmission errors. Recently practical sub-frame level schemes, such as frame combining and partial packet recovery, have been proposed by the research community. In ..."
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techniques such as acknowledgement, retransmission and transmission rate adaptation are frame-level mechanisms designed for combating transmission errors. Recently practical sub-frame level schemes, such as frame combining and partial packet recovery, have been proposed by the research community. In this paper, we present experimental results obtained from our bit error study for identifying sub-frame error patterns, because we believe that identifiable bit error patterns can potentially introduce new opportunities in channel coding, network coding, forward error correction (FEC) and frame combining mechanisms. We have constructed a number of IEEE 802.11 WLAN testbeds and conducted extensive experiments to study the characteristics of bit errors and their location distribution. Our measurement results identify three bit error patterns: the slope-line, saw-line and finger patterns. Conventional wisdom dictates that bit error probability is the result of channel conditions and ought to follow corresponding distribution. However, our experimental results show that the slope-line and finger patterns are not induced by channel conditions. Among these three patterns, we have verified that the slope-line and saw-line patterns are present in WLAN transmissions in different physical environments and across different WLAN hardware platforms. We also discuss our current hypotheses for the reasons behind these bit error probability patterns and how identifying these patterns may help improve the robustness of WLAN transmission. Index Terms—Sub-frame bit errors; bit error patterns; measurement study; calibration; IEEE 802.11. I.
CRMA: Collision-Resistant Multiple Access
"... Abstract – Efficiently sharing spectrum among multiple users is critical to wireless network performance. In this paper, we propose a novel spectrum sharing protocol called Collision-Resistant Multiple Access (CRMA) to achieve high efficiency. In CRMA, each transmitter views the OFDM physical layer ..."
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Abstract – Efficiently sharing spectrum among multiple users is critical to wireless network performance. In this paper, we propose a novel spectrum sharing protocol called Collision-Resistant Multiple Access (CRMA) to achieve high efficiency. In CRMA, each transmitter views the OFDM physical layer as multiple orthogonal but sharable channels, and independently selects a few channels for transmission. The transmissions that share the same channel naturally add up in the air. The receiver extracts the received signals from all the channels and efficiently decodes the transmissions by solving a simple linear system. We implement our approach in the Qualnet simulator and show that it yields significant improvement over existing spectrum sharing schemes. We also demonstrate the feasibility of our approach using implementation and experiments on GNU Radios.
Enforcing Dynamic Spectrum Access with Spectrum Permits
"... Dynamic spectrum access is a maturing technology that allows next generation wireless devices to make highly efficient use of wireless spectrum. Spectrum can be allocated on an on-demand basis for a given geographic location, time duration and frequency range. However, a major obstacle to adoption r ..."
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Dynamic spectrum access is a maturing technology that allows next generation wireless devices to make highly efficient use of wireless spectrum. Spectrum can be allocated on an on-demand basis for a given geographic location, time duration and frequency range. However, a major obstacle to adoption remains. There are no effective solutions to protect licensed users from spectrum misuse, where users transmit without properly licensing spectrum, and in doing so, interfere and disrupt legitimate flows to whom the spectrum is assigned. Given the flexibility of today’s cognitive radios, an application can easily transmit on frequencies outside of its allocated range, either accidentally due to misconfiguration, or intentionally to avoid spectrum licensing costs. In this paper, we propose a system to secure dynamic spectrum transmissions, where authorized users embed secure spectrum permits into data transmissions, thus enabling patrolling trusted devices to detect devices transmitting without authorization. We focus our attention on the development of spectrum permits, and describe Gelato, a spectrum misuse detection system that minimizes both hardware costs and performance overhead on legitimate data transmissions.
Random Access Heterogeneous MIMO Networks
"... This paper presents the design and implementation of 802.11n +, a fully distributed random access protocol for MIMO networks. 802.11n + allows nodes that differ in the number of antennas to contend not just for time, but also for the degrees of freedom provided by multiple antennas. We show that eve ..."
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This paper presents the design and implementation of 802.11n +, a fully distributed random access protocol for MIMO networks. 802.11n + allows nodes that differ in the number of antennas to contend not just for time, but also for the degrees of freedom provided by multiple antennas. We show that even when the medium is already occupied by some nodes, nodes with more antennas can transmit concurrently without harming the ongoing transmissions. Furthermore, such nodes can contend for the medium in a fully distributed way. Our testbed evaluation shows that even for a small network with three competing node pairs, the resulting system about doubles the average network throughput. It also maintains the random access nature of today’s 802.11n networks.
ParCast: Soft Video Delivery in MIMO-OFDM WLANs
"... We observe two trends, growing wireless capability at the physical layer powered by MIMO-OFDM, and growing video traffic as the dominant application traffic. Both the source andMIMO-OFDMchannelcomponentsexhibitnon-uniform energy distribution. This motivates us to leverage the source data redundancy ..."
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We observe two trends, growing wireless capability at the physical layer powered by MIMO-OFDM, and growing video traffic as the dominant application traffic. Both the source andMIMO-OFDMchannelcomponentsexhibitnon-uniform energy distribution. This motivates us to leverage the source data redundancy at the channel to achieve high video recovery performance. We propose ParCast that first separates the source and channel into independent components, matches themore importantsource components withhighergain channel components, allocates power weights with joint consideration to the source and the channel, and uses analog modulation for transmission. Such a scheme achieves finegrained unequal error protection across source components. We implemented ParCast in Matlab and on Sora. Extensive evaluation shows that our scheme outperforms competitive schemes by notable margins, sometimes up to 5 dB in PSNR for challenging scenarios.

