TOSSIM

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TOSSIM: accurate and scalable simulation of entire TinyOS applications

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Conference On Embedded Networked Sensor Systems archive
Proceedings of the 1st international conference on Embedded networked sensor systems table of contents

Los Angeles, California, USA

SESSION: Platforms table of contents

Pages: 126 - 137

Year of Publication: 2003

ISBN:1-58113-707-9

Authors

Philip Levis	University of California & Berkeley Intel Corporation, Berkeley, CA
Nelson Lee	University of California, Berkeley, CA
Matt Welsh	Harvard University, Cambridge, MA
David Culler	University of California & Berkeley Intel Corporation, Berkeley, CA

Sponsors

SIGGRAPH: ACM Special Interest Group on Computer Graphics and Interactive Techniques
ACM: Association for Computing Machinery
SIGCOMM: ACM Special Interest Group on Data Communication
SIGMOBILE: ACM Special Interest Group on Mobility of Systems, Users, Data and Computing
SIGMETRICS: ACM Special Interest Group on Measurement and Evaluation
SIGOPS: ACM Special Interest Group on Operating Systems

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ACM New York, NY, USA

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Downloads (6 Weeks): 52, Downloads (12 Months): 357, Citation Count: 165

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ABSTRACT

Accurate and scalable simulation has historically been a key enabling factor for systems research. We present TOSSIM, a simulator for TinyOS wireless sensor networks. By exploiting the sensor network domain and TinyOS's design, TOSSIM can capture network behavior at a high fidelity while scaling to thousands of nodes. By using a probabilistic bit error model for the network, TOSSIM remains simple and efficient, but expressive enough to capture a wide range of network interactions. Using TOSSIM, we have discovered several bugs in TinyOS, ranging from network bit-level MAC interactions to queue overflows in an ad-hoc routing protocol. Through these and other evaluations, we show that detailed, scalable sensor network simulation is possible.

REFERENCES

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	1	3170 vhdl simulator. www.midwestcad.com/pdf/dig/vhdl_sim.pdf.
	2	The network simulator. http://www.isi.edu/nsnam/ns/.
	3	1076-1993 VHDL Language Reference Manual. (ANSIIEEE), 1993.
	4	David Braginsky , Deborah Estrin, Rumor routing algorthim for sensor networks, Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications, September 28-28, 2002, Atlanta, Georgia, USA [doi>10.1145/570738.570742]
	5	Eric A. Brewer , Chrysanthos N. Dellarocas , Adrian Colbrook , William E. Weihl, PROTEUS: a high-performance parallel-architecture simulator, Proceedings of the 1992 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems, p.247-248, June 01-05, 1992, Newport, Rhode Island, United States
	6	D. D. Clark , D. L. Tennenhouse, Architectural considerations for a new generation of protocols, Proceedings of the ACM symposium on Communications architectures & protocols, p.200-208, September 26-28, 1990, Philadelphia, Pennsylvania, United States
	7	J. Elson, S. Bien, N. Busek, V. Bychkovskiy, A. Cerpa, D. Ganesan, L. Girod, B. Greenstein, T. Schoellhammer, T. Stathopoulos, and D. Estrin. Emstar: An environment for developing wireless embedded systems software. Technical Report Technical Report 0009, CENS, Mar. 2003.
	8	Jeremy Elson , Lewis Girod , Deborah Estrin, Fine-grained network time synchronization using reference broadcasts, Proceedings of the 5th symposium on Operating systems design and implementation Due to copyright restrictions we are not able to make the PDFs for this conference available for downloading , December 09-11, 2002, Boston, Massachusetts [doi>10.1145/1060289.1060304]
	9	David Gay , Philip Levis , Robert von Behren , Matt Welsh , Eric Brewer , David Culler, The nesC language: A holistic approach to networked embedded systems, Proceedings of the ACM SIGPLAN 2003 conference on Programming language design and implementation, June 09-11, 2003, San Diego, California, USA
	10	Stephen R. Goldschmidt , John L. Hennessy, The accuracy of trace-driven simulations of multiprocessors, Proceedings of the 1993 ACM SIGMETRICS conference on Measurement and modeling of computer systems, p.146-157, May 10-14, 1993, Santa Clara, California, United States
	11	John Heidemann , Fabio Silva , Chalermek Intanagonwiwat , Ramesh Govindan , Deborah Estrin , Deepak Ganesan, Building efficient wireless sensor networks with low-level naming, Proceedings of the eighteenth ACM symposium on Operating systems principles, October 21-24, 2001, Banff, Alberta, Canada
	12	Jason Hill , Robert Szewczyk , Alec Woo , Seth Hollar , David Culler , Kristofer Pister, System architecture directions for networked sensors, Proceedings of the ninth international conference on Architectural support for programming languages and operating systems, p.93-104, November 2000, Cambridge, Massachusetts, United States
	13	Chalermek Intanagonwiwat , Ramesh Govindan , Deborah Estrin, Directed diffusion: a scalable and robust communication paradigm for sensor networks, Proceedings of the 6th annual international conference on Mobile computing and networking, p.56-67, August 06-11, 2000, Boston, Massachusetts, United States [doi>10.1145/345910.345920]
	14	Philip Levis , David Culler, Maté: a tiny virtual machine for sensor networks, Proceedings of the 10th international conference on Architectural support for programming languages and operating systems, October 05-09, 2002, San Jose, California
	15	Jie Liu , Patrick Cheung , Feng Zhao , Leonidas Guibas, A dual-space approach to tracking and sensor management in wireless sensor networks, Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications, September 28-28, 2002, Atlanta, Georgia, USA [doi>10.1145/570738.570757]
	16	J. Liu, Y. Yuan, M. Liljenstam, and L. F. Perrone. SWAN: Simulator for Wireless Ad-Hoc Networks. http://www .cs.dartmouth.edu/research SWAN.
	17	Samuel Madden , Michael J. Franklin , Joseph M. Hellerstein , Wei Hong, TAG: a Tiny AGgregation service for Ad-Hoc sensor networks, Proceedings of the 5th symposium on Operating systems design and implementation Due to copyright restrictions we are not able to make the PDFs for this conference available for downloading , December 09-11, 2002, Boston, Massachusetts [doi>10.1145/1060289.1060303]
	18	Alan Mainwaring , David Culler , Joseph Polastre , Robert Szewczyk , John Anderson, Wireless sensor networks for habitat monitoring, Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications, September 28-28, 2002, Atlanta, Georgia, USA [doi>10.1145/570738.570751]
	19	Sung Park , Andreas Savvides , Mani B. Srivastava, SensorSim: a simulation framework for sensor networks, Proceedings of the 3rd ACM international workshop on Modeling, analysis and simulation of wireless and mobile systems, p.104-111, August 20-20, 2000, Boston, Massachusetts, United States [doi>10.1145/346855.346870]
	20	Adrian Perrig , Robert Szewczyk , Victor Wen , David Culler , J. D. Tygar, SPINS: security protocols for sensor netowrks, Proceedings of the 7th annual international conference on Mobile computing and networking, p.189-199, July 2001, Rome, Italy [doi>10.1145/381677.381696]
	21	Luiz Felipe Perrone , David M. Nicol, Network modeling and simulation: a scalable simulator for TinyOS applications, Proceedings of the 34th conference on Winter simulation: exploring new frontiers, December 08-11, 2002, San Diego, California
	22	G. J. Pottie , W. J. Kaiser, Wireless integrated network sensors, Communications of the ACM, v.43 n.5, p.51-58, May 2000 [doi>10.1145/332833.332838]
	23	Sylvia Ratnasamy , Brad Karp , Li Yin , Fang Yu , Deborah Estrin , Ramesh Govindan , Scott Shenker, GHT: a geographic hash table for data-centric storage, Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications, September 28-28, 2002, Atlanta, Georgia, USA [doi>10.1145/570738.570750]
	24	Joshua A. Redstone , Susan J. Eggers , Henry M. Levy, An analysis of operating system behavior on a simultaneous multithreaded architecture, Proceedings of the ninth international conference on Architectural support for programming languages and operating systems, p.245-256, November 2000, Cambridge, Massachusetts, United States
	25	Thorsten von Eicken , David E. Culler , Seth Copen Goldstein , Klaus Erik Schauser, Active messages: a mechanism for integrated communication and computation, Proceedings of the 19th annual international symposium on Computer architecture, p.256-266, May 19-21, 1992, Queensland, Australia
	26	Chieh-Yih Wan , Andrew T. Campbell , Lakshman Krishnamurthy, PSFQ: a reliable transport protocol for wireless sensor networks, Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications, September 28-28, 2002, Atlanta, Georgia, USA [doi>10.1145/570738.570740]
	27	Emmett Witchel , Mendel Rosenblum, Embra: fast and flexible machine simulation, Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, p.68-79, May 23-26, 1996, Philadelphia, Pennsylvania, United States
	28	Alec Woo , David E. Culler, A transmission control scheme for media access in sensor networks, Proceedings of the 7th annual international conference on Mobile computing and networking, p.221-235, July 2001, Rome, Italy [doi>10.1145/381677.381699]
	29	Yong Yao , Johannes Gehrke, The cougar approach to in-network query processing in sensor networks, ACM SIGMOD Record, v.31 n.3, September 2002 [doi>10.1145/601858.601861]
	30	F. Ye, H. Luo, J. Cheng, S. Lu, and L. Zhang. A Two-Tier Data Dissemination Model for Large-Scale Wireless Sensor Networks. In Proceedings of the First ACM International Workshop on Wireless Sensor Networks and Applications, 2002.
	31	W. Ye, J. Heidemann, and D. Estrin. An Energy-Efficient MAC Protocol for Wireless Sensor Networks. In Proceedings of IEEE Infocom 2002, New York, NY, USA., June 2002.

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	Youssef Hanna , Hridesh Rajan , Wensheng Zhang, Slede: a domain-specific verification framework for sensor network security protocol implementations, Proceedings of the first ACM conference on Wireless network security, March 31-April 02, 2008, Alexandria, VA, USA
	Hisham M. Almasaeid , Ahmed E. Kamal, Data delivery in fragmented wireless sensor networks using mobile agents, Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems, October 22-26, 2007, Chania, Crete Island, Greece
	Mark D. Krasniewski , Rajesh Krishna Panta , Saurabh Bagchi , Chin-Lung Yang , William J. Chappell, Energy-efficient on-demand reprogramming of large-scale sensor networks, ACM Transactions on Sensor Networks (TOSN), v.4 n.1, p.1-38, January 2008
	Prasan Kumar Sahoo , Jang-Ping Sheu , Kun-Ying Hsieh, Power control based topology construction for the distributed wireless sensor networks, Computer Communications, v.30 n.14-15, p.2774-2785, October, 2007
	Shili Xiang , Hock Beng Lim , Kian-Lee Tan, Impact of multi-query optimization in sensor networks, Proceedings of the 3rd workshop on Data management for sensor networks: in conjunction with VLDB 2006, September 11-11, 2006, Seoul, Korea
	Jing Dong , Kurt E. Ackermann , Brett Bavar , Cristina Nita-Rotaru, Mitigating attacks against virtual coordinate based routing in wireless sensor networks, Proceedings of the first ACM conference on Wireless network security, March 31-April 02, 2008, Alexandria, VA, USA
	Sameer Sundresh , Wooyoung Kim , Gul Agha, SENS: A Sensor, Environment and Network Simulator, Proceedings of the 37th annual symposium on Simulation, p.221, April 18-22, 2004
	Rajesh Panta , Saurabh Bagchi , Issa Khalil , Luis Montestruque, Single versus multi-hop wireless reprogramming in sensor networks, Proceedings of the 4th International Conference on Testbeds and research infrastructures for the development of networks & communities, March 18-20, 2008, Innsbruck, Austria
	Dirk Westhoff , Joao Girao , Mithun Acharya, Concealed Data Aggregation for Reverse Multicast Traffic in Sensor Networks: Encryption, Key Distribution, and Routing Adaptation, IEEE Transactions on Mobile Computing, v.5 n.10, p.1417-1431, October 2006
	Donggang Liu , Peng Ning , An Liu , Cliff Wang , Wenliang Kevin Du, Attack-Resistant Location Estimation in Wireless Sensor Networks, ACM Transactions on Information and System Security (TISSEC), v.11 n.4, p.1-39, July 2008
	Mauri Kuorilehto , Marko Hännikäinen , Timo D. Hämäläinen, Rapid design and evaluation framework for wireless sensor networks, Ad Hoc Networks, v.6 n.6, p.909-935, August, 2008
	S. Selvakennedy , S. Sinnappan, An Adaptive Data Dissemination Strategy for Wireless Sensor Networks, International Journal of Distributed Sensor Networks, v.3 n.1, p.23-40, January 2007
	Florence Maraninchi , Ludovic Samper , Kevin Baradon , Antoine Vasseur, Lustre as a System Modeling Language: Lussensor, a Case-Study with Sensor Networks, Electronic Notes in Theoretical Computer Science (ENTCS), v.203 n.4, p.95-110, June, 2008
	Patrick Traynor , Raju Kumar , Heesook Choi , Guohong Cao , Sencun Zhu , Thomas La Porta, Efficient Hybrid Security Mechanisms for Heterogeneous Sensor Networks, IEEE Transactions on Mobile Computing, v.6 n.6, p.663-677, June 2007
	Zhifeng Lai , S. C. Cheung , W. K. Chan, Inter-context control-flow and data-flow test adequacy criteria for nesC applications, Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering, November 09-14, 2008, Atlanta, Georgia
	Sergio De Oliveira , Jose Marcos Nogueira , Hao-Chi Wong, Multiphase intrusion detection and revocation system for wireless sensor networks, International Journal of Communication Networks and Distributed Systems, v.2 n.1, p.99-111, November 2009
	Ailixier Aikebaier , Tomoya Enokido , Makoto Takizawa, Design and evaluation of reliable data transmission protocol in wireless sensor networks, Mobile Information Systems, v.4 n.3, p.237-252, August 2008
	Hailun Tan , Sanjay Jha , Diet Ostry , John Zic , Vijay Sivaraman, Secure multi-hop network programming with multiple one-way key chains, Proceedings of the first ACM conference on Wireless network security, March 31-April 02, 2008, Alexandria, VA, USA
	Lewis Girod , Nithya Ramanathan , Jeremy Elson , Thanos Stathopoulos , Martin Lukac , Deborah Estrin, Emstar: A software environment for developing and deploying heterogeneous sensor-actuator networks, ACM Transactions on Sensor Networks (TOSN), v.3 n.3, p.13-es, August 2007
	El Moustapha Ould-Ahmed-Vall , George F. Riley , Bonnie S. Heck, Large-Scale Sensor Networks Simulation with GTSNetS, Simulation, v.83 n.3, p.273-290, March 2007
	Jing Yang , Mary Lou Soffa , Kamin Whitehouse, Effective source-level debugging of wireless sensor networks, Proceedings of the 5th international conference on Embedded networked sensor systems, November 06-09, 2007, Sydney, Australia
	Shunichiro Suenaga , Shinichi Honiden, Name-based location service for mobile agents in wireless sensor networks, Proceedings of the 1st international conference on MOBILe Wireless MiddleWARE, Operating Systems, and Applications, February 13-15, 2008, Innsbruck, Austria
	Laukik Chitnis , Alin Dobra , Sanjay Ranka, Aggregation methods for large-scale sensor networks, ACM Transactions on Sensor Networks (TOSN), v.4 n.2, p.1-36, March 2008
	Adam Dunkels , Fredrik Osterlind , Nicolas Tsiftes , Zhitao He, Software-based on-line energy estimation for sensor nodes, Proceedings of the 4th workshop on Embedded networked sensors, June 25-26, 2007, Cork, Ireland
	Matthias Woehrle , Christian Plessl , Jan Beutel , Lothar Thiele, Increasing the reliability of wireless sensor networks with a distributed testing framework, Proceedings of the 4th workshop on Embedded networked sensors, June 25-26, 2007, Cork, Ireland
	Jing Yang , Mary Lou Soffa , Leo Selavo , Kamin Whitehouse, Clairvoyant: a comprehensive source-level debugger for wireless sensor networks, Proceedings of the 5th international conference on Embedded networked sensor systems, November 06-09, 2007, Sydney, Australia
	David Chu , Lucian Popa , Arsalan Tavakoli , Joseph M. Hellerstein , Philip Levis , Scott Shenker , Ion Stoica, The design and implementation of a declarative sensor network system, Proceedings of the 5th international conference on Embedded networked sensor systems, November 06-09, 2007, Sydney, Australia
	Fortunato Santucci , Fabio Graziosi , Stefano Tennina, Location service design and simulation in ad hoc wireless sensor networks, International Journal of Mobile Network Design and Innovation, v.1 n.3/4, p.208-214, January 2006
	Thomas Trathnigg , Moser Jürgen , Reinhold Weiss, A low-cost energy measurement setup and improving the accuracy of energy simulators for wireless sensor networks, Proceedings of the workshop on Real-world wireless sensor networks, April 01-01, 2008, Glasgow, Scotland
	Kewei Sha , Junzhao Du , Weisong Shi, WEAR: a balanced, fault-tolerant, energy-aware routing protocol in WSNs, International Journal of Sensor Networks, v.1 n.3/4, p.156-168, January 2006
	Suman Nath , Phillip B. Gibbons , Srinivasan Seshan , Zachary Anderson, Synopsis diffusion for robust aggregation in sensor networks, ACM Transactions on Sensor Networks (TOSN), v.4 n.2, p.1-40, March 2008
	Vasanth Rajamani , Sanem Kabadayi , Christine Julien, An interrelational grouping abstraction for heterogeneous sensors, ACM Transactions on Sensor Networks (TOSN), v.5 n.3, p.1-31, May 2009
	Kay Römer , Matthias Ringwald, Increasing the visibility of sensor networks with passive distributed assertions, Proceedings of the workshop on Real-world wireless sensor networks, April 01-01, 2008, Glasgow, Scotland
	Ioannis Chatzigiannakis , Christos Koninis , Grigorios Prasinos , Christos Zaroliagis, Distributed simulation of heterogeneous systems of small programmable objects and traditional processors, Proceedings of the 6th ACM international symposium on Mobility management and wireless access, October 30-31, 2008, Vancouver, British Columbia, Canada
	Pavan Edara , Ashwin Limaye , Krithi Ramamritham, Asynchronous in-network prediction: Efficient aggregation in sensor networks, ACM Transactions on Sensor Networks (TOSN), v.4 n.4, p.1-34, August 2008
	Tal Rusak , Philip A. Levis, Investigating a physically-based signal power model for robust low power wireless link simulation, Proceedings of the 11th international symposium on Modeling, analysis and simulation of wireless and mobile systems, October 27-31, 2008, Vancouver, British Columbia, Canada
	S. Özarslan , Y. M. Erten, Simulation of Agilla middleware on TOSSIM, Proceedings of the 1st international conference on Simulation tools and techniques for communications, networks and systems & workshops, March 03-07, 2008, Marseille, France
	Johann Glaser , Daniel Weber , Sajjad A. Madani , Stefan Mahlknecht, Power aware simulation framework for wireless sensor networks and nodes, EURASIP Journal on Embedded Systems, v.2008 n.3, p.1-16, January 2008
	Olaf Landsiedel , Hamad Alizai , Klaus Wehrle, When Timing Matters: Enabling Time Accurate and Scalable Simulation of Sensor Network Applications, Proceedings of the 7th international conference on Information processing in sensor networks, p.344-355, April 22-24, 2008
	Hieu Khac Le , Dan Henriksson , Tarek Abdelzaher, A Practical Multi-channel Media Access Control Protocol for Wireless Sensor Networks, Proceedings of the 7th international conference on Information processing in sensor networks, p.70-81, April 22-24, 2008
	Nupur Kothari , Kiran Nagaraja , Vijay Raghunathan , Florin Sultan , Srimat Chakradhar, HERMES: A Software Architecture for Visibility and Control in Wireless Sensor Network Deployments, Proceedings of the 7th international conference on Information processing in sensor networks, p.395-406, April 22-24, 2008
	Huijia Lin , Maohua Lu , Nikola Milosavljevic , Jie Gao , Leonidas J. Guibas, Composable Information Gradients in Wireless Sensor Networks, Proceedings of the 7th international conference on Information processing in sensor networks, p.121-132, April 22-24, 2008
	Rajesh Krishna Panta , Saurabh Bagchi , Issa M. Khalil, Efficient wireless reprogramming through reduced bandwidth usage and opportunistic sleeping, Ad Hoc Networks, v.7 n.1, p.42-62, January, 2009
	Amit Kumar Saha , Khoa Anh To , Santashil PalChaudhuri , Shu Du , David B. Johnson, Design and Performance of PRAN: A System for Physical Implementation of Ad Hoc Network Routing Protocols, IEEE Transactions on Mobile Computing, v.6 n.4, p.463-479, April 2007
	T. Antoine-Santoni , J. F. Santucci , E. De Gentili , B. Costa, Modelling & simulation oriented components of wireless sensor network using DEVS formalism, Proceedings of the 2007 spring simulation multiconference, March 25-29, 2007, Norfolk, Virginia
	Kewei Sha , Weisong Shi, Consistency-driven data quality management of networked sensor systems, Journal of Parallel and Distributed Computing, v.68 n.9, p.1207-1221, September, 2008
	Rodolfo de Paz Alberola , Dirk Pesch, AvroraZ: extending Avrora with an IEEE 802.15.4 compliant radio chip model, Proceedings of the 3nd ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks, p.43-50, October 31-31, 2008, Vancouver, British Columbia, Canada
	Anu Singh , C R. Ramakrishnan , I V. Ramakrishnan , David S. Warren , Jennifer L. Wong, A methodology for in-network evaluation of integrated logical-statistical models, Proceedings of the 6th ACM conference on Embedded network sensor systems, November 05-07, 2008, Raleigh, NC, USA
	Hejun Wu , Qiong Luo , Pei Zheng , Lionel M. Ni, VMNet: Realistic Emulation of Wireless Sensor Networks, IEEE Transactions on Parallel and Distributed Systems, v.18 n.2, p.277-288, February 2007
	Vinayak Naik , Anish Arora , Prasun Sinha , Hongwei Zhang, Sprinkler: A Reliable and Energy Efficient Data Dissemination Service for Extreme Scale Wireless Networks of Embedded Devices, IEEE Transactions on Mobile Computing, v.6 n.7, p.777-789, July 2007
	Svilen R. Mihaylov , Marie Jacob , Zachary G. Ives , Sudipto Guha, A substrate for in-network sensor data integration, Proceedings of the 5th workshop on Data management for sensor networks, August 24-24, 2008, Auckland, New Zealand
	Ricardo Simón Carbajo , Meriel Huggard , Ciarán McGoldrick, An end-to-end routing protocol for peer-to-peer communication in wireless sensor networks, Proceedings of the 6th workshop on Middleware for network eccentric and mobile applications, p.5-9, April 01-01, 2008, Glasgow, Scotland
	Qing Cao , Tarek Abdelzaher , John Stankovic , Kamin Whitehouse , Liqian Luo, Declarative tracepoints: a programmable and application independent debugging system for wireless sensor networks, Proceedings of the 6th ACM conference on Embedded network sensor systems, November 05-07, 2008, Raleigh, NC, USA
	Mohammad Maifi Hasan Khan , Hieu Khac Le , Hossein Ahmadi , Tarek F. Abdelzaher , Jiawei Han, Dustminer: troubleshooting interactive complexity bugs in sensor networks, Proceedings of the 6th ACM conference on Embedded network sensor systems, November 05-07, 2008, Raleigh, NC, USA
	Changsu Suh , Zeeshan Hameed Mir , Young-Bae Ko, Design and implementation of enhanced IEEE 802.15.4 for supporting multimedia service in Wireless Sensor Networks, Computer Networks: The International Journal of Computer and Telecommunications Networking, v.52 n.13, p.2568-2581, September, 2008
	Francisco J. Rincón , Michele Paselli , Joaquín Recas , Qin Zhao , Marcos Sánchez-Elez , David Atienza , Julien Penders , Giovanni De Micheli, OS-based sensor node platform and energy estimation model for health-care wireless sensor networks, Proceedings of the conference on Design, automation and test in Europe, March 10-14, 2008, Munich, Germany
	Guillermo Barrenetxea , François Ingelrest , Gunnar Schaefer , Martin Vetterli, The hitchhiker's guide to successful wireless sensor network deployments, Proceedings of the 6th ACM conference on Embedded network sensor systems, November 05-07, 2008, Raleigh, NC, USA
	Guang Jin , Silvia Nittel, Tracking deformable 2D objects in wireless sensor networks, Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems, November 05-07, 2008, Irvine, California
	Razvan Beuran , Junya Nakata , Takashi Okada , Yasuo Tan , Yoichi Shinoda, Real-time emulation of networked robot systems, Proceedings of the 1st international conference on Simulation tools and techniques for communications, networks and systems & workshops, March 03-07, 2008, Marseille, France
	Oliviu C. Ghica , Goce Trajcevski , Peter Scheuermann , Zachary Bischof , Nikolay Valtchanov, SIDnet-SWANS: a simulator and integrated development platform for sensor networks applications, Proceedings of the 6th ACM conference on Embedded network sensor systems, November 05-07, 2008, Raleigh, NC, USA
	Sandeep Kulkarni , Limin Wang, Energy-efficient multihop reprogramming for sensor networks, ACM Transactions on Sensor Networks (TOSN), v.5 n.2, p.1-40, March 2009
	Deokwoo Jung , Thiago Teixeira , Andreas Savvides, Sensor node lifetime analysis: Models and tools, ACM Transactions on Sensor Networks (TOSN), v.5 n.1, p.1-33, February 2009
	Y. F. Wong , L. H. Ngoh , Winston K. G. Seah , Wai-Choong Wong, Dual wakeup design for wireless sensor networks, Computer Communications, v.32 n.1, p.1-13, January, 2009
	Hailun Tan , Diethelm Ostry , John Zic , Sanjay Jha, A confidential and DoS-resistant multi-hop code dissemination protocol for wireless sensor networks, Proceedings of the second ACM conference on Wireless network security, March 16-19, 2009, Zurich, Switzerland
	Neeraj Rajgure , Eric Platon , Cristian Borcea , Shinichi Honiden, Geographical data collection in sensor networks with self-organizing transaction cluster-heads, Proceedings of the 2009 ACM symposium on Applied Computing, March 08-12, 2009, Honolulu, Hawaii
	Morten Tranberg Hansen, Asynchronous group key distribution on top of the cc2420 security mechanisms for sensor networks, Proceedings of the second ACM conference on Wireless network security, March 16-19, 2009, Zurich, Switzerland
	Andrew R. Dalton , Jason O. Hallstrom, An Interactive, Source-Centric, Open Testbed for Developing and Profiling Wireless Sensor Systems, International Journal of Distributed Sensor Networks, v.5 n.2, p.105-138, April 2009
	Giuseppe Amato , Antonio Caruso , Stefano Chessa, Application-driven, energy-efficient communication in wireless sensor networks, Computer Communications, v.32 n.5, p.896-906, March, 2009
	L. Alazzawi , A. Elkateeb, Performance evaluation of the WSN routing protocols scalability, Journal of Computer Systems, Networks, and Communications, 2008, p.1-9, January 2008
	Richard Buchmann , Mickael Cartron , Yannick Bonhomme, Transaction-based modeling for large scale simulations of heterogeneous systems, Proceedings of the 2nd International Conference on Simulation Tools and Techniques, March 02-06, 2009, Rome, Italy
	Lilia Paradis , Qi Han, A data collection protocol for real-time sensor applications, Pervasive and Mobile Computing, v.5 n.4, p.369-384, August, 2009
	Sören Höckner , Andreas Lagemann , Jörg Nolte, Integration of event-driven embedded operating systems into OMNet++: a case study with reflex, Proceedings of the 2nd International Conference on Simulation Tools and Techniques, March 02-06, 2009, Rome, Italy
	Mustafa Hammad , Jonathan Cook, Lightweight monitoring of sensor software, Proceedings of the 2009 ACM symposium on Applied Computing, March 08-12, 2009, Honolulu, Hawaii
	Carlos F. Caloca de la Parra , J. Antonio Garcia-Macias, A protocol for secure and energy-aware reprogramming in WSN, Proceedings of the 2009 International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, June 21-24, 2009, Leipzig, Germany
	Joakim Eriksson , Fredrik Österlind , Niclas Finne , Nicolas Tsiftes , Adam Dunkels , Thiemo Voigt , Robert Sauter , Pedro José Marrón, COOJA/MSPSim: interoperability testing for wireless sensor networks, Proceedings of the 2nd International Conference on Simulation Tools and Techniques, March 02-06, 2009, Rome, Italy
	Piotr Szczytowski , Abdelmajid Khelil , Neeraj Suri, MAP++: support for map-based WSN modeling and design with OMNeT++, Proceedings of the 2nd International Conference on Simulation Tools and Techniques, March 02-06, 2009, Rome, Italy
	Prasan Kumar Sahoo , Jang-Ping Sheu , Yu-Chia Chang, Performance evaluation of wireless sensor network with hybrid channel access mechanism, Journal of Network and Computer Applications, v.32 n.4, p.878-888, July, 2009
	Junzhao Du , Weisong Shi , Kewei Sha, Asymmetry-aware link layer services in wireless sensor networks, Journal of Embedded Computing, v.3 n.2, p.141-154, April 2009
	Adi Mallikarjuna V. Reddy , A.V.U. Phani Kumar , D. Janakiram , G. Ashok Kumar, Wireless sensor network operating systems: a survey, International Journal of Sensor Networks, v.5 n.4, p.236-255, August 2009
	S. Pennington , A. Waller , T. Baugé, RECOUP: efficient reconfiguration for wireless sensor networks, Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and Services, July 21-25, 2008, Dublin, Ireland
	Lan S. Bai , Robert P. Dick , Peter A. Dinda, Archetype-based design: Sensor network programming for application experts, not just programming experts, Proceedings of the 2009 International Conference on Information Processing in Sensor Networks, p.85-96, April 13-16, 2009
	Hyunwoo Joe , Jonghyuk Lee , Duk-Kyun Woo , Pyeongsoo Mah , Hyungshin Kim, Demo abstract: A high-fidelity sensor network simulator using accurate CC2420 model, Proceedings of the 2009 International Conference on Information Processing in Sensor Networks, p.429-430, April 13-16, 2009
	Kannan Srinivasan , Maria A. Kazandjieva , Mayank Jain , Edward Kim , Philip Levis, Demo abstract: SWAT: Know your network, Proceedings of the 2009 International Conference on Information Processing in Sensor Networks, p.431-432, April 13-16, 2009
	Zhong-Yi Jin , Rajesh Gupta, Improving the speed and scalability of distributed simulations of sensor networks, Proceedings of the 2009 International Conference on Information Processing in Sensor Networks, p.169-180, April 13-16, 2009
	Bo Sun , Guanhua Yan , Yang Xiao , T. Andrew Yang, Self-propagating mal-packets in wireless sensor networks: Dynamics and defense implications, Ad Hoc Networks, v.7 n.8, p.1489-1500, November, 2009