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Modeling and Analysis of Additional Clear Channel Assessment to Improve Performance of IEEE 802.15.4-based MAC Protocol

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Języki publikacji
EN
Abstrakty
EN
Design of the MAC protocol is crucial in all wireless sensor networks (WSNs) due to its influence on the performance of the transceiver, i.e. the most energy-consuming component of each sensor node. A mechanism known as “carrier sense multiple access with collision avoidance” (CSMA/CA) is used for accessing the wireless channel in the IEEE 802.15.4 standard-based MAC protocol in order to avoid collisions between the network’s communicating nodes. CSMA/CA relies on two clear channel assessments (CCA=2) for checking the status of the channel. In this paper, we develop an additional CCA algorithm for the two scenarios encountered in star topology-enabled WSNs. Next, we investigate the impact of an additional clear channel assessment (CCA=3) on performance in IEEE 802.15.4. We develop a Markov chain model for the proposed methodology, and validate it using Matlab. Simulation results show that there is a significant improvement of performance metrics in the IEEE 802.15.4 standard-based MAC protocol with an additional CCA.
Rocznik
Tom
Strony
10--21
Opis fizyczny
Bibliogr. 26 poz., rys., tab.
Twórcy
  • School of Electronics and Communication Engineering, REVA University, Bengaluru, India
  • School of Electronics and Communication Engineering, REVA University, Bengaluru, India
Bibliografia
  • [1] P. Park, P. Di Marco, C. Fischione, and K. H. Johansson, „Modeling and optimization of the IEEE 802.15.4 protocol for reliable and timely communications", IEEE Trans. on Parall. and Distrib. Syst., vol. 24, no. 3, pp. 550-564, 2013 (DOI: 10.1109/TPDS.2012.159).
  • [2] M. Khanafer, M. Guennoun, and H. T. Mouftah, „A survey of beacon-enabled IEEE 802.15.4 MAC protocols in wireless sensor networks", IEEE Commun. Surv. & Tutor., vol. 16, no. 2, pp. 856-876, 2014 (DOI: 10.1109/SURV.2013.112613.00094).
  • [3] M. P. R. S. Kiran and P. Rajalakshmi, „Performance analysis of CSMA/CA and PCA for time critical industrial IoT applications", IEEE Trans. on Indust. Inform., vol. 14, no. 5, pp. 2281-2292, 2018 (DOI: 10.1109/TII.2018.2802497).
  • [4] D. De Guglielmo, F. Restuccia, G. Anastasi, M. Conti, and S. K. Das, „Accurate and efficient modeling of 802.15.4 unslotted CSMA/CA through event chains computation", IEEE Trans. on Mob. Comput., vol. 15, no. 12, pp. 2954-2968, 2016 (DOI: 10.1109/TMC.2016.2528248).
  • [5] B. Bandyopadhyay S. J. Ahmed, D. Das, and A. Chatterjee, „AS 802.15.4: A modified IEEE 802.15.4 standard for more reliable communication and utilization of inactive period using optimized sleep period", in Proc. of Ann. IEEE India Conf. INDICON 2014, Pune, India, 2014 (DOI: 10.1109/INDICON.2014.7030421).
  • [6] X. Cao, J. Chen, Y. Cheng, X. S. Shen, and Y. Sun, „Analytical MAC model for IEEE 802.15.4 enabled wireless networks with periodic traffic", IEEE Trans. on Wirel. Commun., vol. 14, no. 10, pp. 5261-5273, 2015 (DOI: 10.1109/TWC.2015.2435006).
  • [7] B.-H. Lee, R.-L. Lai, H.-K. Wu, and C.-M. Wong, „Study on additional carrier sensing for IEEE 802.15.4 wireless sensor networks", Sensors, vol. 10, no. 7, pp. 6275-6289, 2010 (DOI: 10.3390/s100706275).
  • [8] M. Guennoun, M. Khanafer, and H. T. Mouftah, „Modeling of variable clear channel assessment MAC protocol for wireless sensor networks", Comp. Commun., vol. 59, pp. 67-83, 2015 (DOI: 10.1016/j.comcom.2015.01.008).
  • [9] B. Khandish, E. Lee, H. Park, and J.-B. Suk, „An efficient backoff scheme in wireless sensor networks", in Proc. 10th Int. Conf. On Ubiquit. and Future Netw. ICUFN 2018, Prague, Czech Republic, 2018, pp. 332-337 (DOI: 10.1109/ICUFN.2018.8437013).
  • [10] J. Zhu, Z. Tao, and C. Lv, „Performance evaluation of IEEE 802.15.4 CSMA/CA scheme adopting a modified LIB model", Wirel. Pers. Commun., vol. 65, no. 1, pp. 25-51, 2012 (DOI: 10.1007/s11277-011-0226-6).
  • [11] N. R. Patel and S. Kumar, „Enhanced clear channel assessment for slotted CSMA/CA in IEEE 802.15.4", Wirel. Pers. Commun., vol. 95, pp. 4063-4081 (DOI: 10.1007/s11277-017-4042-5).
  • [12] S. Chen, T. Sun, J. Yuan, and X. Geng, „Performance analysis of IEEE 802.15.4e time slotted channel hopping for low-rate wireless networks, KSII Trans. on Internet and Inform. Syst., vol. 7, no. 1, pp. 1-21, 2013 (DOI: 10.3837/tiis.2013.01.001).
  • [13] P. Di Marco, C. Fischione, F. Santucci, and K. H. Johansson, „Modeling IEEE 802.15.4 networks over fading channels", IEEE Trans. on Wirel. Commun., vol. 13, no. 10, pp. 5366-5381, 2014 (DOI: 10.1109/TWC.2014.2349499).
  • [14] S. R. Pattanaik, P. K. Sahoo, and S.-L. Wu, „Performance analysis of modified IEEE 802.15.4e MAC for wireless sensor networks", in Proc. of 14th ACM Symp. on Perform. Eval. of Wirel. Ad Hoc, Sensor, & Ubiquit. Netw. WASUN'17, Miami, FL, USA, 2017, pp. 25-31 (DOI: 10.1145/3134829.3134833).
  • [15] K. J. Son, S. H. Hong, and S.-P. Moon, „Segmentized clear channel assessment for IEEE 802.15.4 networks", Sensors, vol. 16, no. 6, pp. 1-16, 2016 (DOI: 10.3390/s16060815).
  • [16] Y. Zhang et al., „A blind adaptive tuning algorithm for reliable and energy-efficient communication in IEEE 802.15.4 networks", IEEE Trans. on Veh. Technol., vol. 66, no. 9, pp. 8605-8609, 2017 (DOI: 10.1109/TVT.2017.2686453).
  • [17] P. K. Sahoo, S. R. Pattanaik, and S.-L. Wu, „A reliable data transmission model for IEEE 802.15.4e enabled wireless sensor network under WiFi interference", Sensors, vol. 17, no. 6, pp. 1-28, 2017 (DOI: 10.3390/s17061320).
  • [18] L. Zhao, G.-w. Bai, H. Shen, Z.-m. Tang, „Priority-based IEEE 802.15.4 CSMA/CA mechanism for WSNs", The J. of China Univer. of Posts and Telecommun., vol. 20, no. 1, pp. 47-53, 2013 (DOI: 10.1016/S1005-8885(13)60006-0).
  • [19] I. Bouazzi, J. Bhar, and M. Atri, „Analysis of the IEEE 802.15.4 MAC parameters to achieve lower packet loss rates", Procedia Comp. Sci., vol. 73, pp. 443-451, 2015 (DOI: 10.1016/j.procs.2015.12.021).
  • [20] F. Ullah, A. H. Abdullah, G. Abdul-Salaam, and M. M. Arshad, „CDASA-CSMA/CA: Contention differentiated adaptive slot allocation CSMA/CA for heterogeneous data in wireless body area networks", KSII Trans. on Internet and Inform. Syst., vol. 11, no. 12, pp. 5835-5854, 2017 (DOI: 10.3837/tiis.2017.12.009).
  • [21] S. Moulik, S. Misra, and D. Das, „AT-MAC: Adaptive MAC-frame payload tuning for reliable communication in wireless body area networks", IEEE Trans. on Mob. Comput., vol. 16, no. 6, pp. 1516-1529, 2017 (DOI: 10.1109/TMC.2016.2598166).
  • [22] H. Rasouli, Y. S. Kavian, and H. F. Rashvand, „ADCA: Adaptive duty cycle algorithm for energy efficient IEEE 802.15.4 beacon enabled wireless sensor networks", IEEE Sensors J., vol. 14, no. 11, pp. 3893-3902, 2014 (DOI: 10.1109/JSEN.2014.2353574).
  • [23] K. J. Son, H. Cho, S. H. Hong, S.- P. Moon, and T. G. Chang, „New enhanced clear channel assessment method for IEEE 802.15.4 network", in Proc. Int. SoC Design Conf. ISOCC 2015, Gyungju, South Korea, 2015, pp. 251-252 (DOI: 10.1109/ISOCC.2015.7401742).
  • [24] Z. Dahham, A. Sali, B. M. Ali, and M. S. Jahan „An efficient CSMA/CA algorithm for IEEE 802.15.4 wireless sensor networks", in Proc. of IEEE Int. Symp. on Telecommun. Technol. ISTT 2012, Kuala Lumpur, Malaysia, 2012, pp. 118-123, 2012 (DOI: 10.1109/ISTT.2012.6481575).
  • [25] H. Lee et al., „An efficient slotted CSMA/CA algorithm for the IEEE 802.15.4 LR-WPAN", in Proc. of the Int. Conf. on Inform. Network. ICOIN 2011, Barcelona, Spain, 2011, pp. 488-493 (DOI: 10.1109/ICOIN.2011.5723164).
  • [26] M. Khanafer, M. Guennoun, and H. T. Mouftah, „Priority-based CCA periods for efficient and reliable communications in wireless sensor networks", Wirel. Sensor Netw., vol. 4, pp. 45-51, 2012 (DOI: 10.4236/wsn.2012.42007).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-dcc71fb0-63e5-4659-a2d7-bc4fcd2e0d5d
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