Find the Weakest Link: Statistical Analysis on Wireless Sensor Network Link-Quality Metrics

Routing protocol plays an important role in data communication. A wireless sensor network (WSN) is usually deployed in scenarios where efficient and energy-aware routing protocols are desired. In wireless sensors, the radio-frequency (RF) modules consume most of the energy. Routing metrics are important in determining paths and maintaining the quality of service in routing protocols. The most efficient metrics need to send packets to maintain link-quality measurement using the RF module. In this article, two prominent link-quality metrics-received signal strength indication (RSSI) and link-quality indication (LQI)-are introduced; the symmetry of RSSI and LQI in two directions has been studied, and relations between the expected transmission count (ETX), RSSI, and LQI as link-quality metrics have been analyzed. The evaluation in this article is based on a series of WSN test beds in real scenarios. The collected data from the test beds show symmetry in the RSSI in both directions as well as a significant correlation between the RSSI and distance, making RSSI a suitable link-quality metric for use in routing protocols for devices that work in limited-resources scenarios.

[1]  Ramesh Govindan,et al.  Understanding packet delivery performance in dense wireless sensor networks , 2003, SenSys '03.

[2]  Sunghyun Choi,et al.  Link adaptation strategy for IEEE 802.11 WLAN via received signal strength measurement , 2003, IEEE International Conference on Communications, 2003. ICC '03..

[3]  Fariborz Entezami,et al.  Deploying parameters of Wireless Sensor Networks in test bed environment , 2014, 2014 IEEE Wireless Communications and Networking Conference Workshops (WCNCW).

[4]  Jie Zhang,et al.  An efficient RSSI-aware metric for wireless mesh networks , 2011, 2011 International Symposium of Modeling and Optimization of Mobile, Ad Hoc, and Wireless Networks.

[5]  M. Malajner,et al.  Using RSSI value for distance estimation in wireless sensor networks based on ZigBee , 2008, 2008 15th International Conference on Systems, Signals and Image Processing.

[6]  Nj Piscataway,et al.  Wireless LAN medium access control (MAC) and physical layer (PHY) specifications , 1996 .

[7]  Fariborz Entezami,et al.  Routing protocol metrics for wireless mesh networks , 2013 .

[8]  Deborah Estrin,et al.  SCALE: A tool for Simple Connectivity Assessment in Lossy Environments , 2003 .

[9]  Joan García-Haro,et al.  An accurate radio channel model for wireless sensor networks simulation , 2005, Journal of Communications and Networks.

[10]  Fariborz Entezami,et al.  Software & Security Assurance Metrics and methods for Software Certification , 2011 .

[11]  Fariborz Entezami,et al.  Survey on measurement localization techniques on wireless sensor networks , 2012 .

[12]  Ming Zhu,et al.  Load Migrating for the Hot Spots in Wireless Sensor Networks Using CTP , 2011, 2011 Seventh International Conference on Mobile Ad-hoc and Sensor Networks.

[13]  Otto Carlos Muniz Bandeira Duarte,et al.  An Enhanced Routing Metric for Fading Wireless Channels , 2008, 2008 IEEE Wireless Communications and Networking Conference.

[14]  Guy Juanole,et al.  An Interference and Link-Quality Aware Routing Metric for Wireless Mesh Networks , 2008, 2008 IEEE 68th Vehicular Technology Conference.

[15]  Deborah Estrin,et al.  Complex Behavior at Scale: An Experimental Study of Low-Power Wireless Sensor Networks , 2002 .

[16]  Dharma P. Agrawal,et al.  A practical distance estimator through distributed RSSI/LQI processing — An experimental study , 2012, 2012 IEEE International Conference on Communications (ICC).

[17]  Andrea Zanella,et al.  An Experimental Study on IEEE 802.15.4 Multichannel Transmission to Improve RSSI-Based Service Performance , 2010, REALWSN.

[18]  Sinem Coleri Ergen,et al.  Spatio-temporal characteristics of link quality in wireless sensor networks , 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC).

[19]  Xu Jiu-qiang LQI-Based Evaluation Model of Wireless Link , 2008 .

[20]  P. Levis,et al.  RSSI is Under Appreciated , 2006 .

[21]  David E. Culler,et al.  Taming the underlying challenges of reliable multihop routing in sensor networks , 2003, SenSys '03.

[22]  Zheng-Wu Yuan,et al.  Reliable routing algorithm on wireless sensor network , 2010, 2010 The 12th International Conference on Advanced Communication Technology (ICACT).

[23]  Monique Becker,et al.  Link Quality and Local Load Balancing Routing Mechanisms in Wireless Sensor Networks , 2010, 2010 Sixth Advanced International Conference on Telecommunications.

[24]  Shambhu Upadhyaya,et al.  Is RSSI a Reliable Parameter in Sensor Localization Algorithms – An Experimental Study , 2009 .

[25]  Gang Zhou,et al.  Impact of radio irregularity on wireless sensor networks , 2004, MobiSys '04.

[26]  Rong Zheng,et al.  A Link Quality Inference Model for IEEE 802.15.4 Low-Rate WPANs , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[27]  Zhu Jian,et al.  A Link Evaluation Model Based on Gauss Distribution for Wireless Sensor Networks , 2007, 2007 IFIP International Conference on Network and Parallel Computing Workshops (NPC 2007).

[28]  Lianfeng Shen,et al.  RPLRE: A Routing Protocol Based on LQI and Residual Energy for Wireless Sensor Networks , 2009, 2009 First International Conference on Information Science and Engineering.

[29]  Claude Oestges,et al.  Experimental Characterization and Modeling of Outdoor-to-Indoor and Indoor-to-Indoor Distributed Channels , 2010, IEEE Transactions on Vehicular Technology.

[30]  Paramvir Bahl,et al.  A rate-adaptive MAC protocol for multi-Hop wireless networks , 2001, MobiCom '01.

[31]  Philip Levis,et al.  The β-factor: measuring wireless link burstiness , 2008, SenSys '08.

[32]  David E. Culler,et al.  Evaluation of Efficient Link Reliability Estimators for Low-Power Wireless Networks , 2004 .

[33]  Kuang-Ching Wang,et al.  Channel Characterization and Link Quality Assessment of IEEE 802.15.4-Compliant Radio for Factory Environments , 2007, IEEE Transactions on Industrial Informatics.

[34]  Philip Levis,et al.  Understanding the causes of packet delivery success and failure in dense wireless sensor networks , 2006, SenSys '06.

[35]  Masayuki Murata,et al.  Indoor Localization System using RSSI Measurement of Wireless Sensor Network based on ZigBee Standard , 2006, Wireless and Optical Communications.

[36]  David E. Culler,et al.  Telos: enabling ultra-low power wireless research , 2005, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005..

[37]  Michalis Faloutsos,et al.  Assessing link quality in IEEE 802.11 Wireless Networks: Which is the right metric? , 2008, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications.

[38]  Philip Levis,et al.  The κ factor: inferring protocol performance using inter-link reception correlation , 2010, MobiCom.

[39]  Fariborz Entezami,et al.  CTP-A: An enhanced version of collection tree protocol , 2013 .

[40]  Seán F. McLoone,et al.  Single access point location tracking for in-home health monitoring , 2008, 2008 5th Workshop on Positioning, Navigation and Communication.

[41]  Zhu Si-yuan Study Routing Metrics Based on EWMA for Wireless Sensor Networks , 2008 .

[42]  Petri Mähönen,et al.  Designing a reliable and stable link quality metric for wireless sensor networks , 2008, REALWSN '08.

[43]  Zhen Song,et al.  Resource-Aware and Link Quality Based Routing Metric for Wireless Sensor and Actor Networks , 2007, 2007 IEEE International Conference on Communications.

[44]  Fariborz Entezami,et al.  An enhanced routing metric for ad hoc networks based on real time testbed , 2012, 2012 IEEE 17th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD).

[45]  Fariborz Entezami,et al.  Mobility impact on 6LoWPAN based Wireless Sensor Network , 2012 .

[46]  Fariborz Entezami,et al.  A Case Study of Internet of Things Using Wireless Sensor Networks and Smartphones , .

[47]  Neal Patwari,et al.  Correlated link shadow fading in multi-hop wireless networks , 2008, IEEE Transactions on Wireless Communications.

[48]  Xiaodong Wang,et al.  An Opportunistic Routing for Mobile Wireless Sensor Networks Based on RSSI , 2008, 2008 4th International Conference on Wireless Communications, Networking and Mobile Computing.