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ABSTRACT
We propose <i>B-MAC</i>, a carrier sense media access protocol for wireless sensor networks that provides a flexible interface to obtain ultra low power operation, effective collision avoidance, and high channel utilization. To achieve low power operation, <i>B-MAC</i> employs an adaptive preamble sampling scheme to reduce duty cycle and minimize idle listening. <i>B-MAC</i> supports on-the-fly reconfiguration and provides bidirectional interfaces for system services to optimize performance, whether it be for throughput, latency, or power conservation. We build an analytical model of a class of sensor network applications. We use the model to show the effect of changing <i>B-MAC</i>'s parameters and predict the behavior of sensor network applications. By comparing <i>B-MAC</i> to conventional 802.11-inspired protocols, specifically SMAC, we develop an experimental characterization of <i>B-MAC</i> over a wide range of network conditions. We show that <i>B-MAC</i>'s flexibility results in better packet delivery rates, throughput, latency, and energy consumption than S-MAC. By deploying a real world monitoring application with multihop networking, we validate our protocol design and model. Our results illustrate the need for flexible protocols to effectively realize energy efficient sensor network applications.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
| |
1
|
N. Abramson. The aloha system: Another alternative for computer communications. In Proceedings of the Fall 1970 AFIPS Computer Conference, pages 281--285, Nov. 1970.
|
 |
2
|
Alberto Cerpa , Jeremy Elson , Michael Hamilton , Jerry Zhao , Deborah Estrin , Lewis Girod, Habitat monitoring: application driver for wireless communications technology, Workshop on Data communication in Latin America and the Caribbean, p.20-41, April 2001, San Jose, Costa Rica
[doi> 10.1145/371626.371720]
|
| |
3
|
Chipcon Corporation. CC1000 low power FSK transciever. http://www.chipcon.com/files/CC1000_Data_Sheet_2_1.pdf, Apr. 2002.
|
| |
4
|
A. El-Hoiydi. Aloha with preamble sampling for sporadic traffic in ad hoc wireless sensor networks. In Proceedings of IEEE International Conference on Communications, Apr. 2002.
|
| |
5
|
A. El-Hoiyi, J.-D. Decotignie, and J. Hernandez. Low power MAC protocols for infrastructure wireless sensor networks. In Proceedings of the Fifth European Wireless Conference, Feb. 2004.
|
| |
6
|
M. Hamilton, M. Allen, D. Estrin, J. Rottenberry, P. Rundel, M. Srivastava, and S. Soatto. Extensible sensing system: An advanced network design for microclimate sensing. http://www.cens.ucla.edu, June 2003.
|
| |
7
|
|
 |
8
|
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]
|
| |
9
|
J. Jubin and J. Tornow. The DARPA packet radio network protocols. Proceedings of IEEE, 75(1):21--32, Jan. 1987.
|
| |
10
|
R. E. Kahn, S. A. Gronemeyer, J. Burchfiel, and R. C. Kunzelman. Advances in packet radio technology. Procedings of the IEEE, 66(11):1468--1496, Nov. 1978.
|
| |
11
|
P. Levis, S. Madden, J. Polastre, R. Szewczyk, K. Whitehouse, A. Woo, D. Gay, J. Hill, M. Welsh, E. Brewer, and D. Culler. TinyOS: An operating system for wireless sensor networks. In Ambient Intelligence. Springer-Verlag, 2004.
|
 |
12
|
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]
|
| |
13
|
B. Mangione-Smith. Low power communications protocols: paging and beyond. In Proceedings of the IEEE Symposium on Low Power Electronics, 1995.
|
 |
14
|
|
 |
15
|
Suresh Singh , Mike Woo , C. S. Raghavendra, Power-aware routing in mobile ad hoc networks, Proceedings of the 4th annual ACM/IEEE international conference on Mobile computing and networking, p.181-190, October 25-30, 1998, Dallas, Texas, United States
[doi> 10.1145/288235.288286]
|
| |
16
|
R. Szewczyk, J. Polastre, A. Mainwaring, and D. Culler. Lessons from a sensor network expedition. In Proceedings of the First European Workshop on Sensor Networks (EWSN), Jan. 2004.
|
| |
17
|
University of California, Berkeley. Mica2 schematics. http: //webs.cs.berkeley.edu/tos/hardware/design/ORCAD_FILES/MICA2/6310-0306-01ACLEAN.pdf, Mar. 2003.
|
| |
18
|
University of California, Berkeley. TinyOS CVS Repository at SourceForge. http://sf.net/projects/tinyos/, 2004.
|
 |
19
|
|
 |
20
|
|
 |
21
|
|
| |
22
|
W. Ye, J. Heidemann, and D. Estrin. An energy-efficient mac protocol for wireless sensor networks. In In Proceedings of the 21st International Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2002), June 2002.
|
| |
23
|
|
 |
24
|
|
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|
|
Wenyuan Xu , Wade Trappe , Yanyong Zhang , Timothy Wood, The feasibility of launching and detecting jamming attacks in wireless networks, Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing, May 25-27, 2005, Urbana-Champaign, IL, USA
|
|
|
|
|
|
|
|
|
Hongwei Zhang , Anish Arora , Young-ri Choi , Mohamed G. Gouda, Reliable bursty convergecast in wireless sensor networks, Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing, May 25-27, 2005, Urbana-Champaign, IL, USA
|
|
|
Chih-Chieh Han , Ram Kumar , Roy Shea , Eddie Kohler , Mani Srivastava, A dynamic operating system for sensor nodes, Proceedings of the 3rd international conference on Mobile systems, applications, and services, June 06-08, 2005, Seattle, Washington
|
|
|
Injong Rhee , Ajit Warrier , Mahesh Aia , Jeongki Min, Z-MAC: a hybrid MAC for wireless sensor networks, Proceedings of the 3rd international conference on Embedded networked sensor systems, November 02-04, 2005, San Diego, California, USA
|
|
|
Gregory Chockler , Murat Demirbas , Seth Gilbert , Calvin Newport , Tina Nolte, Consensus and collision detectors in wireless Ad Hoc networks, Proceedings of the twenty-fourth annual ACM symposium on Principles of distributed computing, July 17-20, 2005, Las Vegas, NV, USA
|
|
|
Kyle Jamieson , Bret Hull , Allen Miu , Hari Balakrishnan, Understanding the real-world performance of carrier sense, Proceeding of the 2005 ACM SIGCOMM workshop on Experimental approaches to wireless network design and analysis, August 22-22, 2005, Philadelphia, Pennsylvania, USA
|
|
|
Saurabh Ganeriwal , Deepak Ganesan , Hohyun Shim , Vlasios Tsiatsis , Mani B. Srivastava, Estimating clock uncertainty for efficient duty-cycling in sensor networks, Proceedings of the 3rd international conference on Embedded networked sensor systems, November 02-04, 2005, San Diego, California, USA
|
|
|
Joseph Polastre , Jonathan Hui , Philip Levis , Jerry Zhao , David Culler , Scott Shenker , Ion Stoica, A unifying link abstraction for wireless sensor networks, Proceedings of the 3rd international conference on Embedded networked sensor systems, November 02-04, 2005, San Diego, California, USA
|
|
|
Hsing-Jung Huang , Ting-Hao Chang , Shu-Yu Hu , Polly Huang, Magnetic diffusion: disseminating mission-critical data for dynamic sensor networks, Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems, October 10-13, 2005, Montréal, Quebec, Canada
|
|
|
Guoliang Xing , Chenyang Lu , Ying Zhang , Qingfeng Huang , Robert Pless, Minimum power configuration in wireless sensor networks, Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing, May 25-27, 2005, Urbana-Champaign, IL, USA
|
|
|
Luiz H. A. Correia , Daniel F. Macedo , Daniel A. C. Silva , Aldri L. dos Santos , Antonio A. F. Loureiro , José Marcos S. Nogueira, Transmission power control in MAC protocols for wireless sensor networks, Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems, October 10-13, 2005, Montréal, Quebec, Canada
|
|
|
|
|
|
|
|
|
Yee Wei Law , Lodewijk van Hoesel , Jeroen Doumen , Pieter Hartel , Paul Havinga, Energy-efficient link-layer jamming attacks against wireless sensor network MAC protocols, Proceedings of the 3rd ACM workshop on Security of ad hoc and sensor networks, November 07-07, 2005, Alexandria, VA, USA
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
I. Marín , J. Arias , E. Arceredillo , A. Zuloaga , I. Losada , J. Mabe, LL-MAC: A low latency MAC protocol for wireless self-organised networks, Microprocessors & Microsystems, v.32 n.4, p.197-209, June, 2008
|
|
|
Yanjun Sun , Shu Du , Omer Gurewitz , David B. Johnson, DW-MAC: a low latency, energy efficient demand-wakeup MAC protocol for wireless sensor networks, Proceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing, May 26-30, 2008, Hong Kong, Hong Kong, China
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Nabhendra Bisnik , Alhussein A. Abouzeid, Delay and capacity in energy efficient sensor networks, Proceedings of the 4th ACM workshop on Performance evaluation of wireless ad hoc, sensor,and ubiquitous networks, October 22-22, 2007, Chania, Crete Island, Greece
|
|
|
|
|
|
Sangeeta Bhattacharya , Guoliang Xing , Chenyang Lu , Gruia-Catalin Roman , Octav Chipara , Brandon Harris, Dynamic wake-up and topology maintenance protocols with spatiotemporal guarantees, Proceedings of the 4th international symposium on Information processing in sensor networks, April 24-27, 2005, Los Angeles, California
|
|
|
|
|
|
Prabal Dutta , Mike Grimmer , Anish Arora , Steven Bibyk , David Culler, Design of a wireless sensor network platform for detecting rare, random, and ephemeral events, Proceedings of the 4th international symposium on Information processing in sensor networks, April 24-27, 2005, Los Angeles, California
|
|
|
T. Olivares , P. J. Tirado , L. Orozco-Barbosa , V. López , P. Pedrón, Simulation of power-aware wireless sensor network architectures, Proceedings of the ACM international workshop on Performance monitoring, measurement, and evaluation of heterogeneous wireless and wired networks, October 02-02, 2006, Terromolinos, Spain
|
|
|
H. Jun , W. Zhao , M. H. Ammar , E. W. Zegura , C. Lee, Trading latency for energy in densely deployed wireless ad hoc networks using message ferrying, Ad Hoc Networks, v.5 n.4, p.444-461, May, 2007
|
|
|
|
|
|
Michael Buettner , Gary V. Yee , Eric Anderson , Richard Han, X-MAC: a short preamble MAC protocol for duty-cycled wireless sensor networks, Proceedings of the 4th international conference on Embedded networked sensor systems, October 31-November 03, 2006, Boulder, Colorado, USA
|
|
|
|
|
|
|
|
|
|
|
|
Gaurav Mathur , Peter Desnoyers , Deepak Ganesan , Prashant Shenoy, Ultra-low power data storage for sensor networks, Proceedings of the fifth international conference on Information processing in sensor networks, April 19-21, 2006, Nashville, Tennessee, USA
|
|
|
|
|
|
Vijay Raghunathan , Aman Kansal , Jason Hsu , Jonathan Friedman , Mani Srivastava, Design considerations for solar energy harvesting wireless embedded systems, Proceedings of the 4th international symposium on Information processing in sensor networks, April 24-27, 2005, Los Angeles, California
|
|
|
Tian He , Sudha Krishnamurthy , Liqian Luo , Ting Yan , Lin Gu , Radu Stoleru , Gang Zhou , Qing Cao , Pascal Vicaire , John A. Stankovic , Tarek F. Abdelzaher , Jonathan Hui , Bruce Krogh, VigilNet: An integrated sensor network system for energy-efficient surveillance, ACM Transactions on Sensor Networks (TOSN), v.2 n.1, p.1-38, February 2006
|
|
|
|
|
|
|
|
|
Javier Vales-Alonso , Esteban Egea-López , Alejandro Martínez-Sala , Pablo Pavón-Mariño , M. Victoria Bueno-Delgado , Joan García-Haro, Performance evaluation of MAC transmission power control in wireless sensor networks, Computer Networks: The International Journal of Computer and Telecommunications Networking, v.51 n.6, p.1483-1498, April, 2007
|
|
|
|
|
|
|
|
|
Gaurav Mathur , Peter Desnoyers , Deepak Ganesan , Prashant Shenoy, Capsule: an energy-optimized object storage system for memory-constrained sensor devices, Proceedings of the 4th international conference on Embedded networked sensor systems, October 31-November 03, 2006, Boulder, Colorado, USA
|
|
|
|
|
|
Gahng-Seop Ahn , Se Gi Hong , Emiliano Miluzzo , Andrew T. Campbell , Francesca Cuomo, Funneling-MAC: a localized, sink-oriented MAC for boosting fidelity in sensor networks, Proceedings of the 4th international conference on Embedded networked sensor systems, October 31-November 03, 2006, Boulder, Colorado, USA
|
|
|
Julius Degesys , Ian Rose , Ankit Patel , Radhika Nagpal, DESYNC: self-organizing desynchronization and TDMA on wireless sensor networks, Proceedings of the 6th international conference on Information processing in sensor networks, April 25-27, 2007, Cambridge, Massachusetts, USA
|
|
|
Xiaofan Jiang , Prabal Dutta , David Culler , Ion Stoica, Micro power meter for energy monitoring of wireless sensor networks at scale, Proceedings of the 6th international conference on Information processing in sensor networks, April 25-27, 2007, Cambridge, Massachusetts, USA
|
|
|
|
|
|
David Culler , Prabal Dutta , Cheng Tien Ee , Rodrigo Fonseca , Jonathan Hui , Philip Levis , Joseph Polastre , Scott Shenker , Ion Stoica , Gilman Tolle , Jerry Zhao, Towards a sensor network architecture: lowering the waistline, Proceedings of the 10th conference on Hot Topics in Operating Systems, p.24-24, June 12-15, 2005, Santa Fe, NM
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Hyewon Jun , Mostafa H. Ammar , Mark D. Corner , Ellen W. Zegura, Hierarchical power management in disruption tolerant networks with traffic-aware optimization, Proceedings of the 2006 SIGCOMM workshop on Challenged networks, p.245-252, September 11-15, 2006, Pisa, Italy
|
|
|
Yong Wang , Chieh-Yih Wan , Margaret Martonosi , Li-Shiuan Peh, Transport layer approaches for improving idle energy in challenged sensor networks, Proceedings of the 2006 SIGCOMM workshop on Challenged networks, p.253-260, September 11-15, 2006, Pisa, Italy
|
|
|
Jacob Sorber , Alexander Kostadinov , Matthew Garber , Matthew Brennan , Mark D. Corner , Emery D. Berger, Eon: a language and runtime system for perpetual systems, Proceedings of the 5th international conference on Embedded networked sensor systems, November 06-09, 2007, Sydney, Australia
|
|
|
Jacob Sorber , Alexander Kostadinov , Matthew Garber , Matthew Brennan , Mark D. Corner , Emery D. Berger, Eon: a language and runtime system for perpetual systems, Proceedings of the 5th international conference on Embedded networked sensor systems, November 06-09, 2007, Sydney, Australia
|
|
|
Nilanjan Banerjee , Jacob Sorber , Mark D. Corner , Sami Rollins , Deepak Ganesan, Triage: balancing energy and quality of service in a microserver, Proceedings of the 5th international conference on Mobile systems, applications and services, June 11-13, 2007, San Juan, Puerto Rico
|
|
|
|
|
|
|
|
|
Hafedh Zayani , Rahma Ben Ayed , Karim Djouani , Kamel Barkaoui, Eco-mac: an energy-efficient and low-latencyhybrid mac protocol for wireless sensor networks, Proceedings of the 2nd ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks, October 22-22, 2007, Chania, Crete Island, Greece
|
|
|
Paolo Baronti , Prashant Pillai , Vince W. C. Chook , Stefano Chessa , Alberto Gotta , Y. Fun Hu, Wireless sensor networks: A survey on the state of the art and the 802.15.4 and ZigBee standards, Computer Communications, v.30 n.7, p.1655-1695, May, 2007
|
|
|
Adam Silberstein , Gavino Puggioni , Alan Gelfand , Kamesh Munagala , Jun Yang, Suppression and failures in sensor networks: a Bayesian approach, Proceedings of the 33rd international conference on Very large data bases, September 23-27, 2007, Vienna, Austria
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
L. Selavo , A. Wood , Q. Cao , T. Sookoor , H. Liu , A. Srinivasan , Y. Wu , W. Kang , J. Stankovic , D. Young , J. Porter, LUSTER: wireless sensor network for environmental research, Proceedings of the 5th international conference on Embedded networked sensor systems, November 06-09, 2007, Sydney, Australia
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Mohd Riduan Ahmad , Eryk Dutkiewicz , Xiaojing Huang, Performance evaluation of MAC protocols for cooperative MIMO transmissions in sensor networks, Proceedings of the 5th ACM symposium on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks, October 27-28, 2008, Vancouver, British Columbia, Canada
|
|
|
Rob Hoes , Twan Basten , Chen-Khong Tham , Marc Geilen , Henk Corporaal, Quality-of-service trade-off analysis for wireless sensor networks, Performance Evaluation, v.66 n.3-5, p.191-208, March, 2009
|
|
|
Pascal Vicaire , Tian He , Qing Cao , Ting Yan , Gang Zhou , Lin Gu , Liqian Luo , Radu Stoleru , John A. Stankovic , Tarek F. Abdelzaher, Achieving long-term surveillance in VigilNet, ACM Transactions on Sensor Networks (TOSN), v.5 n.1, p.1-39, February 2009
|
|
|
Yee Wei Law , Marimuthu Palaniswami , Lodewijk Van Hoesel , Jeroen Doumen , Pieter Hartel , Paul Havinga, Energy-efficient link-layer jamming attacks against wireless sensor network MAC protocols, ACM Transactions on Sensor Networks (TOSN), v.5 n.1, p.1-38, February 2009
|
|
|
|
|
|
|
|
|
Rob Hoes , Twan Basten , Chen-Khong Tham , Marc Geilen , Henk Corporaal, Analysing qos trade-offs in wireless sensor networks, Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems, October 22-26, 2007, Chania, Crete Island, Greece
|
|
|
|
|
|
José-F Martínez , Ana-B Garcí , Iván Corredor , Lourdes López , Vicente Hernández , Antonio Dasilva, QoS in wireless sensor networks: survey and approach, Proceedings of the 2007 Euro American conference on Telematics and information systems, May 14-17, 2007, Faro, Portugal
|
|
|
|
|
|
Luiz H. A. Correia , Daniel F. Macedo , Aldri L. dos Santos , Antonio A. F. Loureiro , José Marcos S. Nogueira, Transmission power control techniques for wireless sensor networks, Computer Networks: The International Journal of Computer and Telecommunications Networking, v.51 n.17, p.4765-4779, December, 2007
|
|
|
Yongsub Nam , Taekyoung Kwon , Hojin Lee , Hakyung Jung , Yanghee Choi, Guaranteeing the network lifetime in wireless sensor networks: A MAC layer approach, Computer Communications, v.30 n.13, p.2532-2545, September, 2007
|
|
|
|
|
|
|
|
|
|
|
|
Ugo Maria Colesanti , Carlo Crociani , Andrea Vitaletti, On the accuracy of omnet++ in the wireless sensornetworks domain: simulation vs. testbed, Proceedings of the 4th ACM workshop on Performance evaluation of wireless ad hoc, sensor,and ubiquitous networks, October 22-22, 2007, Chania, Crete Island, Greece
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Kevin Klues , Vlado Handziski , Chenyang Lu , Adam Wolisz , David Culler , David Gay , Philip Levis, Integrating concurrency control and energy management in device drivers, ACM SIGOPS Operating Systems Review, v.41 n.6, December 2007
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Hsing-Jung Huang , Ling-Jyh Chen , Polly Huang, Cross-layer performance evaluation of sensor networks: routing over energy efficient MAC, Proceedings of the 3nd ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks, p.124-130, October 31-31, 2008, Vancouver, British Columbia, Canada
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Kameswari Chebrolu , Bhaskaran Raman , Nilesh Mishra , Phani Kumar Valiveti , Raj Kumar, Brimon: a sensor network system for railway bridge monitoring, Proceeding of the 6th international conference on Mobile systems, applications, and services, June 17-20, 2008, Breckenridge, CO, USA
|
|
|
|
|
|
|
|
|
Guillermo Barrenetxea , François Ingelrest , Gunnar Schaefer , Martin Vetterli , Olivier Couach , Marc Parlange, SensorScope: Out-of-the-Box Environmental Monitoring, Proceedings of the 7th international conference on Information processing in sensor networks, p.332-343, April 22-24, 2008
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Konrad Lorincz , Bor-rong Chen , Jason Waterman , Geoff Werner-Allen , Matt Welsh, Resource aware programming in the Pixie OS, Proceedings of the 6th ACM conference on Embedded network sensor systems, November 05-07, 2008, Raleigh, NC, USA
|
|
|
|
|
|
|
|
|
|
|
|
Prabal Dutta , Jay Taneja , Jaein Jeong , Xiaofan Jiang , David Culler, A building block approach to sensornet systems, Proceedings of the 6th ACM conference on Embedded network sensor systems, November 05-07, 2008, Raleigh, NC, USA
|
|
|
Chin-Jung Liu , Huang-Chen Lee , Jung Yang , Jen-Tse Huang , Yao-Min Fang , Bing-Jean Lee , Chung-Ta King, Development of a long-lived, real-time automatic weather station based on WSN, Proceedings of the 6th ACM conference on Embedded network sensor systems, November 05-07, 2008, Raleigh, NC, USA
|
|
|
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
|
|
|
A. Köpke , M. Swigulski , K. Wessel , D. Willkomm , P. T. Klein Haneveld , T. E. V. Parker , O. W. Visser , H. S. Lichte , S. Valentin, Simulating wireless and mobile networks in OMNeT++ the MiXiM vision, Proceedings of the 1st international conference on Simulation tools and techniques for communications, networks and systems & workshops, March 03-07, 2008, Marseille, France
|
|
|
|
|
|
Timothy W. Hnat , Tamim I. Sookoor , Pieter Hooimeijer , Westley Weimer , Kamin Whitehouse, MacroLab: a vector-based macroprogramming framework for cyber-physical systems, Proceedings of the 6th ACM conference on Embedded network sensor systems, November 05-07, 2008, Raleigh, NC, USA
|
|
|
Mikko Kohvakka , Jukka Suhonen , Mauri Kuorilehto , Ville Kaseva , Marko Hännikäinen , Timo D. Hämäläinen, Energy-efficient neighbor discovery protocol for mobile wireless sensor networks, Ad Hoc Networks, v.7 n.1, p.24-41, January, 2009
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Saurabh Ganeriwal , Ilias Tsigkogiannis , Hohyun Shim , Vlassios Tsiatsis , Mani B. Srivastava , Deepak Ganesan, Estimating clock uncertainty for efficient duty-cycling in sensor networks, IEEE/ACM Transactions on Networking (TON), v.17 n.3, p.843-856, June 2009
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Vasanth Iyer , S. S. Iyengar , Rama Murthy , Bertrand Hochet , Vir Phoha , M. B. Srinivas, Multi-hop scheduling and local data link aggregation dependant Qos in modeling and simulation of power-aware wireless sensor networks, Proceedings of the 2009 International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, June 21-24, 2009, Leipzig, Germany
|
|
|
Farshad Ahdi , Vikram Srinivasan , Kee-Chaing Chua, TC-DSA: topology control for delay sensitive applications in wireless sensor networks, The Fourth International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness & Workshops, August 14-17, 2007, Vancouver, Canada
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|