Assessing link quality in IEEE 802.11 Wireless Networks: Which is the right metric?

The accurate determination of the link quality is critical for ensuring that functionalities such as intelligent routing, load-balancing, power control and frequency selection operate efficiently. There are 4 primary metrics for capturing the quality of a wireless link: RSSI (Received Signal Strength Indication), SINR (Signal-to-Interference-plus-Noise Ratio), PDR (Packet-Delivery Ratio), and BER (Bit-Error Rate). In this paper, we perform a measurement-based study in order to answer the question: which is the appropriate metric to use, and under what conditions? We evaluate the relative accuracy of each metric by conducting experiments with multiple transmission rates and varying levels of interference on a large set of links. We observe that each metric has advantages and projects one or more limitations. Our study suggests that a careful consideration of these limitations is essential, and provides guidelines on the applicability of each metric.

[1]  Carey L. Williamson,et al.  Internet Traffic Measurement , 2001, IEEE Internet Comput..

[2]  Hongqiang Zhai,et al.  Physical Carrier Sensing and Spatial Reuse in Multirate and Multihop Wireless Ad Hoc Networks , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[3]  Prasun Sinha,et al.  Learn on the Fly: Data-Driven Link Estimation and Routing in Sensor Network Backbones , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[4]  John C. Bicket,et al.  Bit-rate selection in wireless networks , 2005 .

[5]  Konstantina Papagiannaki,et al.  Measurement-Based Self Organization of Interfering 802.11 Wireless Access Networks , 2007, IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications.

[6]  Baruch Awerbuch,et al.  The Medium Time Metric: High Throughput Route Selection in Multi-rate Ad Hoc Wireless Networks , 2006, Mob. Networks Appl..

[7]  Robert Morris,et al.  Link-level measurements from an 802.11b mesh network , 2004, SIGCOMM 2004.

[8]  Ratul Mahajan,et al.  Measurement-based models of delivery and interference in static wireless networks , 2006, SIGCOMM 2006.

[9]  Michalis Faloutsos,et al.  A Blueprint for a Manageable and Affordable Wireless Testbed: Design, Pitfalls and Lessons Learned , 2007, 2007 3rd International Conference on Testbeds and Research Infrastructure for the Development of Networks and Communities.

[10]  Bob O'Hara,et al.  IEEE 802.11 TM handbook : a designer's companion , 2005 .

[11]  Robert Tappan Morris,et al.  ExOR: opportunistic multi-hop routing for wireless networks , 2005, SIGCOMM '05.

[12]  Jitendra Padhye,et al.  Comparison of routing metrics for static multi-hop wireless networks , 2004, SIGCOMM 2004.

[13]  Hari Balakrishnan,et al.  Quality-Aware Routing Metrics for Time-Varying Wireless Mesh Networks , 2006, IEEE Journal on Selected Areas in Communications.

[14]  Michalis Faloutsos,et al.  MDG: measurement-driven guidelines for 802.11 WLAN design , 2007, MobiCom '07.

[15]  Jim Waschura C213: Bit Error Analysis and Beyond , .

[16]  Bob O'Hara,et al.  The IEEE 802.11 Handbook: A Designer's Companion , 1999 .

[17]  M. Klepal,et al.  Wireless LAN Network Design: Site Survey or Propagation Modeling? , 2003 .

[18]  Kang G. Shin,et al.  On accurate measurement of link quality in multi-hop wireless mesh networks , 2006, MobiCom '06.

[19]  Robert Tappan Morris,et al.  a high-throughput path metric for multi-hop wireless routing , 2005, Wirel. Networks.

[20]  Srinivasan Seshan,et al.  Self-management in chaotic wireless deployments , 2005, MobiCom '05.

[21]  Mohamed-Slim Alouini,et al.  Digital Communications Over Fading Channels (M.K. Simon and M.S. Alouini; 2005) [Book Review] , 2008, IEEE Transactions on Information Theory.

[22]  Jitendra Padhye,et al.  Routing in multi-radio, multi-hop wireless mesh networks , 2004, MobiCom '04.

[23]  Konstantina Papagiannaki,et al.  Interference Mitigation Through Power Control in High Density 802.11 WLANs , 2007, IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications.