Elements of information theory
Elements of information theory
A rate-adaptive MAC protocol for multi-Hop wireless networks
Proceedings of the 7th annual international conference on Mobile computing and networking
Opportunistic media access for multirate ad hoc networks
Proceedings of the 8th annual international conference on Mobile computing and networking
Goodput Analysis and Link Adaptation for IEEE 802.11a Wireless LANs
IEEE Transactions on Mobile Computing
Link-level measurements from an 802.11b mesh network
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
IEEE 802.11 rate adaptation: a practical approach
MSWiM '04 Proceedings of the 7th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems
Hybrid rate control for IEEE 802.11
Proceedings of the second international workshop on Mobility management & wireless access protocols
On the performance characteristics of WLANs: revisited
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Vehicular opportunistic communication under the microscope
Proceedings of the 5th international conference on Mobile systems, applications and services
Trading structure for randomness in wireless opportunistic routing
Proceedings of the 2007 conference on Applications, technologies, architectures, and protocols for computer communications
Wireless unfairness: alleviate MAC congestion first!
Proceedings of the second ACM international workshop on Wireless network testbeds, experimental evaluation and characterization
Low-overhead channel-aware rate adaptation
Proceedings of the 13th annual ACM international conference on Mobile computing and networking
Measurement-driven admission control on wireless backhaul networks
Computer Communications
A cross layer rate adaptation solution for IEEE 802.11 networks
Computer Communications
Efficient channel-aware rate adaptation in dynamic environments
Proceedings of the 6th international conference on Mobile systems, applications, and services
Symphony: synchronous two-phase rate and power control in 802.11 wlans
Proceedings of the 6th international conference on Mobile systems, applications, and services
Designing high performance enterprise Wi-Fi networks
NSDI'08 Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation
Proceedings of the 14th ACM international conference on Mobile computing and networking
Peeling the 802.11 onion: separating congestion from physical per
Proceedings of the third ACM international workshop on Wireless network testbeds, experimental evaluation and characterization
Computer Networks: The International Journal of Computer and Telecommunications Networking
Supporting continuous mobility through multi-rate wireless packetization
Proceedings of the 9th workshop on Mobile computing systems and applications
Experimentation and performance evaluation of rate adaptation algorithms in wireless mesh networks
Proceedings of the 5th ACM symposium on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Combining the rate adaptation and quality adaptation schemes for wireless video streaming
Journal of Visual Communication and Image Representation
Opportunistic use of client repeaters to improve performance of WLANs
CoNEXT '08 Proceedings of the 2008 ACM CoNEXT Conference
Applying active measurement in the rate adaptation for 802.11 wireless networks
Proceedings of the 4th Annual International Conference on Wireless Internet
R2D2: regulating beam shape and rate as directionality meets diversity
Proceedings of the 7th international conference on Mobile systems, applications, and services
Cross-layer wireless bit rate adaptation
Proceedings of the ACM SIGCOMM 2009 conference on Data communication
Efficient rate adaptation with QoS support in wireless networks
Ad Hoc Networks
A model for comparing rate adaptation algorithms
Proceedings of the 4th ACM international workshop on Experimental evaluation and characterization
Frequency-aware rate adaptation and MAC protocols
Proceedings of the 15th annual international conference on Mobile computing and networking
CENTAUR: realizing the full potential of centralized wlans through a hybrid data path
Proceedings of the 15th annual international conference on Mobile computing and networking
Opportunistic use of client repeaters to improve performance of WLANs
IEEE/ACM Transactions on Networking (TON)
The importance of being overheard: throughput gains in wireless mesh networks
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
A novel rate adaptation scheme for 802.11 networks
IEEE Transactions on Wireless Communications
Power controlled network protocols for multi-rate ad hoc networks
IEEE Transactions on Wireless Communications
Rate adaptation using acknowledgement feedback in finite-state Markov channels with collisions
IEEE Transactions on Wireless Communications
Rate adaptation via link-layer feedback for goodput maximization over a time-varying channel
IEEE Transactions on Wireless Communications
M-PRMA protocol for vehicular multimedia communication
International Journal of Communication Networks and Distributed Systems
Idle detection based optimal throughput rate adaptation in multi-rate WLANs
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
Experimental anatomy of packet losses in wireless Mesh networks
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
XOR rescue: exploiting network coding in lossy wireless networks
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
AGILE Rate Control for IEEE 802.11 Networks
FGIT '09 Proceedings of the 1st International Conference on Future Generation Information Technology
Improving packet delivery ratio estimation for indoor ad hoc and wireless sensor networks
CCNC'09 Proceedings of the 6th IEEE Conference on Consumer Communications and Networking Conference
A novel link quality assessment method for mobile multi-rate multi-hop wireless networks
CCNC'09 Proceedings of the 6th IEEE Conference on Consumer Communications and Networking Conference
ACM SIGMOBILE Mobile Computing and Communications Review
A receiver-based rate control scheme for streaming video over wireless
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Enhanced rate adaptation schemes with collision awareness
NETWORKING'07 Proceedings of the 6th international IFIP-TC6 conference on Ad Hoc and sensor networks, wireless networks, next generation internet
Link adaptation algorithm for the IEEE 802.11n MIMO system
NETWORKING'08 Proceedings of the 7th international IFIP-TC6 networking conference on AdHoc and sensor networks, wireless networks, next generation internet
ERA: effective rate adaptation for WLANs
NETWORKING'08 Proceedings of the 7th international IFIP-TC6 networking conference on AdHoc and sensor networks, wireless networks, next generation internet
Implication of MAC frame aggregation on empirical wireless experimentation
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Cross layer multirate adaptation using physical capture
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Rethinking thresholds-based rate adaptation algorithms: a reverse engineering perspective
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
NAPman: network-assisted power management for wifi devices
Proceedings of the 8th international conference on Mobile systems, applications, and services
Reducing average power in wireless sensor networks through data rate adaptation
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Model-tree-based rate adaptation scheme for vehicular networks
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Threshold optimization for rate adaptation algorithms in IEEE 802.11 WLANs
IEEE Transactions on Wireless Communications
Rate adaptation games in wireless LANs: nash equilibrium and price of anarchy
INFOCOM'10 Proceedings of the 29th conference on Information communications
Multihop transmission opportunity in wireless multihop networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Selective frame transmission for QoS provisioning in IEEE 802.11 networks
WD'09 Proceedings of the 2nd IFIP conference on Wireless days
Efficient error estimating coding: feasibility and applications
Proceedings of the ACM SIGCOMM 2010 conference
Predictable 802.11 packet delivery from wireless channel measurements
Proceedings of the ACM SIGCOMM 2010 conference
SourceSync: a distributed wireless architecture for exploiting sender diversity
Proceedings of the ACM SIGCOMM 2010 conference
Accelerometer-assisted 802.11 rate adaptation on mass rapid transit system
Proceedings of the ACM SIGCOMM 2010 conference
AccuRate: constellation based rate estimation in wireless networks
NSDI'10 Proceedings of the 7th USENIX conference on Networked systems design and implementation
MIMO rate adaptation in 802.11n wireless networks
Proceedings of the sixteenth annual international conference on Mobile computing and networking
"Extra-sensory perception" for wireless networks
Hotnets-IX Proceedings of the 9th ACM SIGCOMM Workshop on Hot Topics in Networks
On the rate adaptation for IEEE 802.11 wireless networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Transmission power and data rate aware routing on wireless networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Collision-Aware Rate Adaptation in multi-rate WLANs: Design and implementation
Computer Networks: The International Journal of Computer and Telecommunications Networking
Measurement and analysis of real-world 802.11 mesh networks
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Throughput analysis of IEEE 802.11 multirate WLANs with collision aware rate adaptation algorithm
International Journal of Automation and Computing
A method to improve adaptability of the minstrel MAC rate control algorithm
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Symphony: synchronous two-phase rate and power control in 802.11 WLANs
IEEE/ACM Transactions on Networking (TON)
Measuring transmission opportunities in 802.11 links
IEEE/ACM Transactions on Networking (TON)
IEEE/ACM Transactions on Networking (TON)
Efficient adaptation of modulation and coding schemes in high quality home networks
IWSOS'11 Proceedings of the 5th international conference on Self-organizing systems
Improving wireless network performance using sensor hints
Proceedings of the 8th USENIX conference on Networked systems design and implementation
In-network adaptation of H.264/SVC for HD video streaming over 802.11g networks
Proceedings of the 21st international workshop on Network and operating systems support for digital audio and video
REACT: Rate Adaptation using Coherence Time in 802.11 WLANs
Computer Communications
On the robustness of IEEE 802.11 rate adaptation algorithms against smart jamming
Proceedings of the fourth ACM conference on Wireless network security
Revisiting partial packet recovery in 802.11 wireless LANs
MobiSys '11 Proceedings of the 9th international conference on Mobile systems, applications, and services
Link quality analysis and measurement in wireless mesh networks
Ad Hoc Networks
Enhanced statistics-based rate adaptation for 802.11 wireless networks
Journal of Network and Computer Applications
Strider: automatic rate adaptation and collision handling
Proceedings of the ACM SIGCOMM 2011 conference
REfactor-ing content overhearing to improve wireless performance
MobiCom '11 Proceedings of the 17th annual international conference on Mobile computing and networking
Harnessing frequency diversity in wi-fi networks
MobiCom '11 Proceedings of the 17th annual international conference on Mobile computing and networking
BEWARE: background traffic-aware rate adaptation for IEEE 802.11
IEEE/ACM Transactions on Networking (TON)
A measurement-driven anti-jamming system for 802.11 networks
IEEE/ACM Transactions on Networking (TON)
Performance of mac80211 rate control mechanisms
Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Seamless rate adaptation for wireless networking
Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Proceedings of the 10th ACM Workshop on Hot Topics in Networks
Dynamic channel, rate selection and scheduling for white spaces
Proceedings of the Seventh COnference on emerging Networking EXperiments and Technologies
Anticipatory wireless bitrate control for blocks
Proceedings of the Seventh COnference on emerging Networking EXperiments and Technologies
Efficient error estimating coding: feasibility and applications
IEEE/ACM Transactions on Networking (TON)
A light-weight wireless handshake
ACM SIGCOMM Computer Communication Review
On the capacity of rate-adaptive packetized wireless communication links under jamming
Proceedings of the fifth ACM conference on Security and Privacy in Wireless and Mobile Networks
A case for adaptive sub-carrier level power allocation in OFDMA networks
Proceedings of the thirteenth ACM international symposium on Mobile Ad Hoc Networking and Computing
Rate adaptation with loss diagnosis on IEEE 802.11 networks
International Journal of Communication Systems
BLINK: a high throughput link layer for backscatter communication
Proceedings of the 10th international conference on Mobile systems, applications, and services
BRAVE: bit-rate adaptation in vehicular environments
Proceedings of the ninth ACM international workshop on Vehicular inter-networking, systems, and applications
An Investigation of Link Quality Assessment for Mobile Multi-hop and Multi-rate Wireless Networks
Wireless Personal Communications: An International Journal
Proceedings of the ACM SIGCOMM 2012 conference on Applications, technologies, architectures, and protocols for computer communication
No symbol left behind: a link-layer protocol for rateless codes
Proceedings of the 18th annual international conference on Mobile computing and networking
Rate adaptation for 802.11 multiuser mimo networks
Proceedings of the 18th annual international conference on Mobile computing and networking
Energy-based rate adaptation for 802.11n
Proceedings of the 18th annual international conference on Mobile computing and networking
Channel switching control policy for wireless mesh networks
Journal of Parallel and Distributed Computing
A joint approach to routing metrics and rate adaptation in wireless mesh networks
IEEE/ACM Transactions on Networking (TON)
ACM SIGCOMM Computer Communication Review - Special october issue SIGCOMM '12
Loss reasons in safety VANETs and implications on congestion control
Proceedings of the 9th ACM symposium on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Wireless Personal Communications: An International Journal
A Novel Energy Saving Approach through Mobile Collaborative Computing Systems
International Journal of Handheld Computing Research
Dynamic ARF for throughput improvement in 802.11 WLAN via a machine-learning approach
Journal of Network and Computer Applications
Scout: an asymmetric vehicular network design over TV whitespaces
Proceedings of the 14th Workshop on Mobile Computing Systems and Applications
Performance analysis of IEEE 802.11 WLANs with rate adaptation in time-varying fading channels
Computer Networks: The International Journal of Computer and Telecommunications Networking
Characterizing and modeling the impact of wireless signal strength on smartphone battery drain
Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems
Model-driven energy-aware rate adaptation
Proceedings of the fourteenth ACM international symposium on Mobile ad hoc networking and computing
Practical opportunistic routing in high-speed multi-rate wireless mesh networks
Proceedings of the fourteenth ACM international symposium on Mobile ad hoc networking and computing
Measuring pulsed interference in 802.11 links
IEEE/ACM Transactions on Networking (TON)
Towards MIMO-aware 802.11n rate adaptation
IEEE/ACM Transactions on Networking (TON)
H-RCA: 802.11 collision-aware rate control
IEEE/ACM Transactions on Networking (TON)
A comparative simulation study of rate adaptation algorithms in wireless LANs
International Journal of Sensor Networks
Joint Transmit Power Control and Rate Adaptation for Wireless LANs
Wireless Personal Communications: An International Journal
CLACK: Cross-layer ACK-Aided Opportunistic Transmission in Wireless Networks
Wireless Personal Communications: An International Journal
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Rate adaptation is a mechanism unspecified by the 802.11 standards, yet critical to the system performance by exploiting the multi-rate capability at the physical layer.I n this paper, we conduct a systematic and experimental study on rate adaptation over 802.11 wireless networks. Our main contributions are two-fold. First, we critique five design guidelines adopted by most existing algorithms. Our study reveals that these seemingly correct guidelines can be misleading in practice, thus incur significant performance penalty in certain scenarios. The fundamental challenge is that rate adaptation must accurately estimate the channel condition despite the presence of various dynamics caused by fading, mobility and hidden terminals. Second, we design and implement a new Robust Rate Adaptation Algorithm (RRAA)that addresses the above challenge. RRAA uses short-term loss ratio to opportunistically guide its rate change decisions, and an adaptive RTS filter to prevent collision losses from triggering rate decrease. Our extensive experiments have shown that RRAA outperforms three well-known rate adaptation solutions (ARF, AARF, and SampleRate) in all tested scenarios, with throughput improvement up to 143%.