Cross-Layer Techniques and Applications in Wireless Sensor Networks

Improvement of wireless and sensing technology enabled the design of a new network technology called Wireless Sensor Network (WSN). However, its applications are greatly limited due to the resource constraint nature of wireless sensor nodes and the lack of flexibility in protocol design. Until recently, almost all the WSN protocols were developed for different layers independently based on traditional OSI layered architecture. Nowadays, researchers are envisioning optimized resource utilization by breaking the barrier of layer abstraction. In this chapter, the authors present basic concepts of layered architecture design and its pros and cons for WSN applications followed by a survey on different applications of Cross-Layer Design (CLD) in WSNs. All the different techniques used for CLD are also discussed in detail. They then highlight some guidelines provided for stable and efficient cross-layer design. Finally, the authors indicate some open issues to show the future direction of research in cross-layer protocol design for WSNs. They conclude the chapter with a great hope that the CLD will have widespread use in next generation WSNs communication. DOI: 10.4018/978-1-4666-0960-0.ch004

[1]  Feng Zhao,et al.  Information-driven dynamic sensor collaboration , 2002, IEEE Signal Process. Mag..

[2]  Zhan Zhang,et al.  Localized algorithm for aggregate fairness in wireless sensor networks , 2006, MobiCom '06.

[3]  Neil J. Gordon,et al.  A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking , 2002, IEEE Trans. Signal Process..

[4]  Yong Wang,et al.  A survey of security issues in wireless sensor networks , 2006, IEEE Communications Surveys & Tutorials.

[5]  Koen Langendoen,et al.  An adaptive energy-efficient MAC protocol for wireless sensor networks , 2003, SenSys '03.

[6]  Mingbo Xiao,et al.  Cross-Layer Design for the Security of Wireless Sensor Networks , 2006, 2006 6th World Congress on Intelligent Control and Automation.

[7]  Kai-Ten Feng,et al.  Cross-layer routing for congestion control in wireless sensor networks , 2008, 2008 IEEE Radio and Wireless Symposium.

[8]  Deborah Estrin,et al.  An energy-efficient MAC protocol for wireless sensor networks , 2002, Proceedings.Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies.

[9]  Cong Xu,et al.  An Energy Optimization Protocol Based on Cross-Layer for Wireless Sensor Networks , 2008, J. Commun..

[10]  Mani Srivastava,et al.  Energy-aware wireless microsensor networks , 2002, IEEE Signal Process. Mag..

[11]  Sumita Mishra,et al.  A cross-layer based intrusion detection approach for wireless ad hoc networks , 2005, IEEE International Conference on Mobile Adhoc and Sensor Systems Conference, 2005..

[12]  Ian F. Akyildiz,et al.  Sensor Networks , 2002, Encyclopedia of GIS.

[13]  Özgür B. Akan,et al.  On the cross-layer interactions between congestion and contention in wireless sensor and actor networks , 2007, Ad Hoc Networks.

[14]  Deborah Estrin,et al.  Medium access control with coordinated adaptive sleeping for wireless sensor networks , 2004, IEEE/ACM Transactions on Networking.

[15]  Leandros Tassiulas,et al.  Energy conserving routing in wireless ad-hoc networks , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[16]  Sania Bhatti,et al.  Survey of Target Tracking Protocols Using Wireless Sensor Network , 2009, 2009 Fifth International Conference on Wireless and Mobile Communications.

[17]  Feng Zhao,et al.  Information-Driven Dynamic Sensor Collaboration for Tracking Applications , 2002 .

[18]  Charalampos Konstantopoulos,et al.  A survey on jamming attacks and countermeasures in WSNs , 2009, IEEE Communications Surveys & Tutorials.

[19]  Kumar Pudashine Energy efficient cross layer routing for life time maximization in wireless sensor networks , 2009, 2009 First Asian Himalayas International Conference on Internet.

[20]  C. Gomathy,et al.  A Survey on Congestion Control in Wireless Sensor Networks , 2010 .

[21]  Rong Zheng,et al.  Acoustic Target Tracking Using Tiny Wireless Sensor Devices , 2003, IPSN.

[22]  I.F. Akyildiz,et al.  Error Control in Wireless Sensor Networks: A Cross Layer Analysis , 2009, IEEE/ACM Transactions on Networking.

[23]  Radha Poovendran,et al.  Cross-layer design for energy-efficient secure multicast communications in ad hoc networks , 2004, 2004 IEEE International Conference on Communications (IEEE Cat. No.04CH37577).

[24]  Hang Liu,et al.  Error control schemes for networks: An overview , 1997, Mob. Networks Appl..

[25]  Mohamad Nazim Jambli,et al.  Cross-Layer Design for Information Dissemination in Wireless Sensor Networks: State-of-the-Art and Research Challenges , 2007 .

[26]  Dong-Min Son,et al.  An Energy Efficient Cross-Layer MAC Protocol for Wireless Sensor Networks , 2006, APWeb Workshops.

[27]  Mario Di Francesco,et al.  Energy conservation in wireless sensor networks: A survey , 2009, Ad Hoc Networks.

[28]  Paul J. M. Havinga,et al.  Prolonging the lifetime of wireless sensor networks by cross-layer interaction , 2004, IEEE Wireless Communications.

[29]  I.F. Akyildiz,et al.  A Cross-Layer Protocol for Wireless Sensor Networks , 2006, 2006 40th Annual Conference on Information Sciences and Systems.

[30]  A. Lachenmann,et al.  An Analysis of Cross-Layer Interactions in Sensor Network Applications , 2005, 2005 International Conference on Intelligent Sensors, Sensor Networks and Information Processing.

[31]  Joel J. P. C. Rodrigues,et al.  A survey on cross-layer solutions for wireless sensor networks , 2011, J. Netw. Comput. Appl..

[32]  Xiaofeng Xu,et al.  Cross-Layer Active Predictive Congestion Control Protocol for Wireless Sensor Networks , 2009, Sensors.

[33]  Sridhar Iyer,et al.  Cross-layer design optimizations in wireless protocol stacks , 2004, Comput. Commun..

[34]  Sergio A. Velastin,et al.  Intelligent distributed surveillance systems: a review , 2005 .

[35]  Loredana Arienzo,et al.  An Information-Theoretic Approach for Energy-Efficient Collaborative Tracking in Wireless Sensor Networks , 2010, EURASIP J. Wirel. Commun. Netw..

[36]  Jing Zhao,et al.  A Survey of Congestion Control Mechanisms in Wireless Sensor Networks , 2010, 2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing.

[37]  Andrea J. Goldsmith,et al.  Cross-Layer Design for Lifetime Maximization in Interference-Limited Wireless Sensor Networks , 2005, IEEE Transactions on Wireless Communications.

[38]  Ian F. Akyildiz,et al.  Cross-Layer Analysis of Error Control in Wireless Sensor Networks , 2006, 2006 3rd Annual IEEE Communications Society on Sensor and Ad Hoc Communications and Networks.

[39]  Yenumula B. Reddy,et al.  Cross-Layer Design Approach for Wireless Networks to Improve the Performance , 2009, 2009 Sixth International Conference on Information Technology: New Generations.

[40]  Yih-Chun Hu,et al.  Cross-Layer Jamming Detection and Mitigation in Wireless Broadcast Networks , 2007, IEEE/ACM Transactions on Networking.

[41]  John Anderson,et al.  Wireless sensor networks for habitat monitoring , 2002, WSNA '02.

[42]  Hairong Qi,et al.  XLRP: Cross Layer Routing Protocol for Wireless Sensor Networks , 2008, 2008 IEEE Wireless Communications and Networking Conference.

[43]  Ian F. Akyildiz,et al.  Wireless sensor networks: a survey , 2002, Comput. Networks.

[44]  Ge Chen,et al.  An Optimal Cross-Layer Model for Maximum Lifetime Routing in Wireless Sensor Networks , 2010, 2010 International Conference on Communications and Mobile Computing.

[45]  Georgios B. Giannakis,et al.  Cross-layer scheduling with prescribed QoS guarantees in adaptive wireless networks , 2005, IEEE Journal on Selected Areas in Communications.

[46]  Radha Poovendran,et al.  VP3: using vertex path and power proximity for energy efficient key distribution , 2004, IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004.

[47]  Hossam S. Hassanein,et al.  Optimal cross-layer designs for energy-efficient wireless ad hoc and sensor networks , 2003, Conference Proceedings of the 2003 IEEE International Performance, Computing, and Communications Conference, 2003..

[48]  Athanasios V. Vasilakos,et al.  Cross-Layer Support for Energy Efficient Routing in Wireless Sensor Networks , 2009, J. Sensors.

[49]  G. Padmavathi,et al.  A Survey of Attacks, Security Mechanisms and Challenges in Wireless Sensor Networks , 2009, ArXiv.

[50]  Bo Li,et al.  Upstream congestion control in wireless sensor networks through cross-layer optimization , 2007, IEEE Journal on Selected Areas in Communications.

[51]  Patchigolla Kiran Kumar,et al.  A Survey of Some Results in Stochastic Adaptive Control , 1985 .

[52]  Panganamala Ramana Kumar,et al.  A cautionary perspective on cross-layer design , 2005, IEEE Wireless Communications.

[53]  Albert Y. Zomaya,et al.  Security Issues in Wireless Sensor Networks , 2006, 2006 International Conference on Systems and Networks Communications (ICSNC'06).

[54]  Srikanth V. Krishnamurthy,et al.  Denial of Service Attacks in Wireless Networks: The Case of Jammers , 2011, IEEE Communications Surveys & Tutorials.

[55]  Byeong Gi Lee,et al.  A Cross-Layer Strategy for Energy-Efficient Reliable Delivery in Wireless Sensor Networks , 2006, IEEE Transactions on Wireless Communications.

[56]  Ian F. Akyildiz,et al.  XLP: A Cross-Layer Protocol for Efficient Communication in Wireless Sensor Networks , 2010, IEEE Transactions on Mobile Computing.

[57]  Andrea J. Goldsmith,et al.  Joint routing, MAC, and link layer optimization in sensor networks with energy constraints , 2005, IEEE International Conference on Communications, 2005. ICC 2005. 2005.

[58]  M. Motani,et al.  Cross-layer design: a survey and the road ahead , 2005, IEEE Communications Magazine.

[59]  Lili Qiu,et al.  Impact of Interference on Multi-Hop Wireless Network Performance , 2003, MobiCom '03.

[60]  Roy Want,et al.  Guest Editors' Introduction: Energy Harvesting and Conservation , 2005, IEEE Pervasive Comput..

[61]  Jaydip Sen,et al.  A Survey on Wireless Sensor Network Security , 2009, Int. J. Commun. Networks Inf. Secur..

[62]  Xiuzhen Cheng,et al.  Fault tolerant target tracking in sensor networks , 2009, MobiHoc '09.

[63]  Xu Li,et al.  Performance Evaluation of Vehicle-Based Mobile Sensor Networks for Traffic Monitoring , 2009, IEEE Transactions on Vehicular Technology.

[64]  Dario Pompili,et al.  On the interdependence of distributed topology control and geographical routing in ad hoc and sensor networks , 2005, IEEE Journal on Selected Areas in Communications.

[65]  Kyu Ho Park,et al.  An energy-efficient, transport-controlled MAC protocol for wireless sensor networks , 2009, Comput. Networks.

[66]  Dimitrios Hatzinakos,et al.  A cross-layer architecture of wireless sensor networks for target tracking , 2007, TNET.